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feat(analiza): consum real Claude Code si dimensionarea suplimentului GLM

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Plafonul general saptamanal Max 5x se consuma in ~2 zile, urmate de ~5 zile
blocate. Masurat pe 3 masini (Windows, claude-agent, moltbot), 2026-07-29 ->
2026-09-01: 11,15 miliarde tokeni, 435 sesiuni, 64.211 cereri API, dedup pe
message.id + requestId. Deficit +32% (~570 prompturi/saptamana).

Concluzia nu e cea asteptata: bugetele plafonate in dolari (OpenCode Zen $20,
OpenCode Go) se evapora la acest volum -- Go a tinut 1-2 zile in practica.
Planurile Z.AI se contorizeaza in prompturi, nu in dolari, si rezista la un
workload cu 7,1 cereri API per prompt. Z.AI Coding Lite ($18/luna) acopera 70%
din deficit; Pro ($72) il acopera integral.

Verificat empiric ca subagentii nu pot rula pe GLM (in proces, moștenesc auth),
dar sesiunile separate pot: endpoint fals local a primit cererea cu tokenul
alternativ, fara sa atinga OAuth-ul Max. Masurat: ~186MB RSS si 20-60s pornire
per sesiune -- de aici regulile de orchestrare (sarcini mari, max 4 procese,
fan-out in interiorul unei sesiuni GLM).

Ramane neverificat multiplicatorul de credite pentru GLM-5.3-Flash; la 3x in
loc de 1x, Lite pica si decizia se muta pe Pro.

- docs/supliment-glm-zai.md: rezumat de implementare (indexat in CLAUDE.md)
- claude_usage_report.md + CSV-uri: analiza completa si datele brute
- tools/claude_usage_*.py: pipeline de masurare read-only, re-rulabil remote
- tools/claude-glm.sh: wrapper de sesiune GLM (task/resume/shell)

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Q4uzvgm7AyJch5WH8QHRhY
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Claude Agent
2026-09-01 11:32:56 +00:00
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- **Docker Sandboxes (sbx) — agenți AI izolați**: `proxmox/lxc102-docker/README.md`
- **Punte Discord → Claude Code (comandă LXC 171 de pe telefon, dintr-un guild privat)**: `proxmox/lxc171-claude-agent/discord-bridge/README.md`
- **Dashboard de control al punții Discord (stare, restart, orfani, confirmări; https://claude-agent.tailf7372d.ts.net/claude)**: `proxmox/lxc171-claude-agent/discord-bridge/dashboard/README.md`
- **Supliment GLM (Z.AI) pentru plafonul săptămânal Max 5x — analiză de consum, cifre și mecanism verificat**: `docs/supliment-glm-zai.md`
- **Disaster recovery**: `proxmox/vm109-windows-dr/README.md`
- **Instalare/migrare Oracle — care director se folosește**: `proxmox/lxc108-oracle/docs/instalare-si-migrare-oracle.md`
- **ROA Windows setup scripts (XE/SE 21c)**: `proxmox/lxc108-oracle/roa-windows-setup/README.md`

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# Analiză consum Claude Code — Claude Max 5x vs. OpenCode Zen (GLM-5.3)
**Generat:** 2026-09-01 · **Perioadă:** 2026-07-29 → 2026-09-01 (35 zile) · **3 mașini · 435 sesiuni · 11.15 miliarde tokeni**
## 0. Ce a fost scanat
| Mașină | Locație | Fișiere | Înregistrări | Duplicate | Sesiuni | Prima zi | Ultima zi | Zile active |
|---|---|---:|---:|---:|---:|---|---|---:|
| `claude-agent` | `~/.claude/projects` (Linux, LXC 171) | 70 | 3,973 | 1,857 | 60 | 2026-08-17 | 2026-09-01 | 5 |
| `moltbot` | `/home/moltbot/.claude/projects` (Linux, LXC 110) | 163 | 3,423 | 1,613 | 157 | 2026-08-02 | 2026-09-01 | 31 |
| `LENOVO-AIO-BIRO` | `C:\Users\<user>\.claude\projects` (Windows) | 859 | 111,127 | 50,764 | 218 | 2026-07-29 | 2026-09-01 | 29 |
Windows a fost extras de o sesiune Claude Code rulată manual pe acea mașină, cu **exact același script și aceeași cheie de deduplicare** — altfel cifrele nu s-ar putea aduna. Datele au trecut printr-un pas de tabel (separator TAB, date în format M/D/YYYY); au fost renormalizate la ISO, iar toate cele 218 UUID-uri de sesiune au fost validate. Ceasul din zi s-a pierdut la conversie, dar granularitatea folosită în raport e ziua.
### Corecție de premisă
Sesiunea care a condus analiza **nu rulează pe Windows** — rulează pe LXC 171 `claude-agent` (`Linux claude-agent 6.8.12-15-pve`). Windows a fost acoperit separat, prin sesiunea deschisă acolo.
### Surse de token usage și care e autoritativă
| Sursă | Conține | Verdict |
|---|---|---|
| `~/.claude/projects/**/*.jsonl`, câmpul `message.usage` din înregistrările `assistant` | `input_tokens`, `output_tokens`, `cache_creation_input_tokens`, `cache_read_input_tokens`, `thinking_tokens`, `model`, `requestId` | **AUTORITATIVĂ** — valori raportate de API |
| `~/.claude/stats-cache.json` | mesaje/sesiuni/tool-calls pe zi, din 2025-12-31 | secundară — **zero tokeni**; dovadă că istoricul e mai lung decât transcripturile |
| `~/.claude/history.jsonl` | 6.400 de prompturi, din 2025-12-31 | secundară — fără tokeni |
Lungimea transcriptului nu a fost folosită ca proxy pentru tokeni nicăieri.
## 1. Perioada
- **Început:** 2026-07-29
- **Sfârșit:** 2026-09-01
- **Zile calendaristice:** 35
- **Zile cu activitate:** 34
- **Zile lipsă:** 2026-07-31
Acoperirea e inegală: Windows și moltbot acoperă luna întreagă, dar **`claude-agent` are doar 5 zile** cu transcripturi păstrate (retenția implicită de 30 de zile plus o recreare a directorului pe 2026-08-30). `stats-cache.json` arată activitate continuă din **2025-12-31**. Consumul istoric real e mai mare decât cel de aici; **nu am extrapolat nimic** — toate cifrele sunt tokeni observați efectiv.
## 2. Deduplicare
Cheie: `message.id` + `requestId`. Aceeași cerere API reapare în mai multe fișiere după `--resume`, fork de sesiune sau compactare.
- Înregistrări `assistant` cu `usage` întâlnite: **118,523**
- Duplicate eliminate: **54,234** (45.8%)
- Cereri API unice numărate: **64,289**
- Sesiuni prezente pe mai multe mașini: **0** (verificat pe toate cele trei perechi)
- Linii malformate: **0**
## 3. Total
| Metrică | Valoare |
|---|---:|
| Sesiuni | 435 |
| Turn-uri asistent (cereri API) | 64,211 |
| Input tokens (necache) | 338,907 |
| Output tokens | 23,297,506 |
| Cache creation (write) | 288,224,316 |
| Cache read | 10,836,625,270 |
| **TOTAL** | **11,148,485,999** |
Cache read = **97.2%** din volum. Output-ul real e doar **0.21%**. Asta e semnătura unui workload agentic: contextul se retrimite la fiecare turn, iar tarifarea cache-ului decide costul.
Medii: **25,628,703** tokeni/sesiune (148 turn-uri) · **318,528,171** tokeni/zi · **12.4** sesiuni/zi.
### Breakdown pe calculator
| Mașină | Sesiuni | Turn-uri | Input | Output | Cache write | Cache read | Total | % |
|---|---:|---:|---:|---:|---:|---:|---:|---:|
| LENOVO-AIO-BIRO | 218 | 60,304 | 330,668 | 20,939,475 | 269,887,835 | 10,356,404,686 | 10,647,562,664 | 95.5% |
| claude-agent | 60 | 2,114 | 4,418 | 1,543,956 | 6,731,712 | 297,811,719 | 306,091,805 | 2.7% |
| moltbot | 157 | 1,793 | 3,821 | 814,075 | 11,604,769 | 182,408,865 | 194,831,530 | 1.7% |
### Breakdown pe model
| Model | Sesiuni | Turn-uri | Input | Output | Cache write | Cache read | Total | % |
|---|---:|---:|---:|---:|---:|---:|---:|---:|
| claude-sonnet-5 | | 37,902 | 261,427 | 3,475,072 | 198,256,274 | 6,508,379,975 | 6,710,372,748 | 60.2% |
| claude-opus-5 | | 25,343 | 75,166 | 19,607,975 | 85,344,425 | 4,168,532,752 | 4,273,560,318 | 38.3% |
| claude-fable-5 | | 941 | 2,106 | 208,768 | 4,533,984 | 158,857,102 | 163,601,960 | 1.5% |
| claude-haiku-4-5-20251001 | | 25 | 208 | 5,691 | 89,633 | 855,441 | 950,973 | 0.0% |
### Breakdown pe lună
| Lună | Sesiuni | Turn-uri | Input | Output | Cache write | Cache read | Total | % |
|---|---:|---:|---:|---:|---:|---:|---:|---:|
| 2026-07 | | 845 | 6,527 | 330,630 | 7,941,767 | 184,927,510 | 193,206,434 | 1.7% |
| 2026-08 | | 62,519 | 330,686 | 22,755,166 | 277,847,883 | 10,515,360,962 | 10,816,294,697 | 97.0% |
| 2026-09 | | 847 | 1,694 | 211,710 | 2,434,666 | 136,336,798 | 138,984,868 | 1.2% |
### Breakdown pe zi
| Zi | Sesiuni | Turn-uri | Input | Output | Cache write | Cache read | Total | % |
|---|---:|---:|---:|---:|---:|---:|---:|---:|
| 2026-07-29 | | 214 | 3,434 | 76,615 | 1,093,695 | 20,587,396 | 21,761,140 | 0.2% |
| 2026-07-30 | | 631 | 3,093 | 254,015 | 6,848,072 | 164,340,114 | 171,445,294 | 1.5% |
| 2026-08-01 | | 1,243 | 8,856 | 560,845 | 5,561,396 | 250,296,311 | 256,427,408 | 2.3% |
| 2026-08-02 | | 2,095 | 5,496 | 1,344,277 | 6,977,342 | 339,262,565 | 347,589,680 | 3.1% |
| 2026-08-03 | | 3,225 | 23,466 | 1,228,967 | 19,167,120 | 536,296,804 | 556,716,357 | 5.0% |
| 2026-08-04 | | 323 | 13,015 | 142,150 | 1,971,068 | 39,101,333 | 41,227,566 | 0.4% |
| 2026-08-05 | | 657 | 1,787 | 286,446 | 4,672,434 | 91,066,167 | 96,026,834 | 0.9% |
| 2026-08-06 | | 3,064 | 28,381 | 1,125,446 | 14,847,361 | 493,347,883 | 509,349,071 | 4.6% |
| 2026-08-07 | | 2,068 | 4,963 | 676,244 | 17,444,157 | 413,402,684 | 431,528,048 | 3.9% |
| 2026-08-08 | | 4,255 | 47,237 | 1,331,620 | 20,159,731 | 830,971,552 | 852,510,140 | 7.6% |
| 2026-08-09 | | 5,283 | 64,396 | 1,373,409 | 22,876,001 | 886,709,264 | 911,023,070 | 8.2% |
| 2026-08-10 | | 3,984 | 53,819 | 1,283,159 | 18,754,319 | 634,612,620 | 654,703,917 | 5.9% |
| 2026-08-11 | | 1,562 | 9,071 | 698,861 | 6,558,893 | 221,468,597 | 228,735,422 | 2.1% |
| 2026-08-12 | | 250 | 653 | 142,318 | 1,672,205 | 37,721,945 | 39,537,121 | 0.4% |
| 2026-08-13 | | 84 | 166 | 27,185 | 334,918 | 8,022,052 | 8,384,321 | 0.1% |
| 2026-08-14 | | 19 | 38 | 2,401 | 214,217 | 782,061 | 998,717 | 0.0% |
| 2026-08-15 | | 18 | 36 | 2,434 | 213,650 | 728,993 | 945,113 | 0.0% |
| 2026-08-16 | | 18 | 36 | 2,815 | 212,322 | 726,847 | 942,020 | 0.0% |
| 2026-08-17 | | 39 | 78 | 9,934 | 310,995 | 2,021,166 | 2,342,173 | 0.0% |
| 2026-08-18 | | 285 | 568 | 181,938 | 1,228,874 | 40,742,116 | 42,153,496 | 0.4% |
| 2026-08-19 | | 870 | 1,740 | 523,899 | 2,930,364 | 142,095,433 | 145,551,436 | 1.3% |
| 2026-08-20 | | 2,131 | 4,320 | 838,986 | 8,335,140 | 329,763,669 | 338,942,115 | 3.0% |
| 2026-08-21 | | 3,374 | 6,952 | 938,769 | 11,353,197 | 678,083,464 | 690,382,382 | 6.2% |
| 2026-08-22 | | 4,219 | 8,438 | 1,367,817 | 18,528,526 | 793,556,645 | 813,461,426 | 7.3% |
| 2026-08-23 | | 4,780 | 9,560 | 1,667,111 | 16,953,670 | 881,927,242 | 900,557,583 | 8.1% |
| 2026-08-24 | | 1,004 | 2,008 | 449,421 | 4,405,346 | 169,736,444 | 174,593,219 | 1.6% |
| 2026-08-25 | | 1,291 | 2,582 | 993,949 | 4,814,837 | 224,746,691 | 230,558,059 | 2.1% |
| 2026-08-26 | | 58 | 116 | 24,692 | 311,333 | 3,235,406 | 3,571,547 | 0.0% |
| 2026-08-27 | | 2,553 | 5,106 | 857,461 | 11,835,008 | 454,391,610 | 467,089,185 | 4.2% |
| 2026-08-28 | | 2,850 | 5,700 | 1,229,085 | 13,010,965 | 392,932,032 | 407,177,782 | 3.7% |
| 2026-08-29 | | 3,473 | 6,946 | 970,773 | 12,843,362 | 447,480,189 | 461,301,270 | 4.1% |
| 2026-08-30 | | 2,462 | 4,924 | 885,887 | 10,238,581 | 324,734,530 | 335,863,922 | 3.0% |
| 2026-08-31 | | 4,982 | 10,232 | 1,586,867 | 19,110,551 | 845,396,647 | 866,104,297 | 7.8% |
| 2026-09-01 | | 847 | 1,694 | 211,710 | 2,434,666 | 136,336,798 | 138,984,868 | 1.2% |
## 4. Prețuri — verificate 2026-09-01
Pagina oficială **OpenCode Zen (`opencode.ai/docs/zen`) nu listează încă GLM-5.3 sau GLM-5.3-Flash.** Cele mai noi GLM de acolo:
| Model pe Zen | Input | Output | Cache read | Cache write |
|---|---:|---:|---:|---:|
| GLM 5.2 | $1.40 | $4.40 | $0.26 | — |
| GLM 5.1 | $1.40 | $4.40 | $0.26 | — |
| GLM 5 | $1.00 | $3.20 | $0.20 | — |
| Claude Opus 5 | $5.00 | $25.00 | $0.50 | $6.25 |
| Claude Sonnet 5 | $2.00 | $10.00 | $0.20 | $2.50 |
| Claude Fable 5 | $10.00 | $50.00 | $1.00 | $12.50 |
| Claude Haiku 4.5 | $1.00 | $5.00 | $0.10 | $1.25 |
Pentru GLM-5.3 am folosit **prețurile oficiale Z.AI** (furnizorul modelului). Zen revinde de regulă la același tarif — GLM 5.2 pe Zen e identic cu tariful Z.AI, ceea ce validează proxy-ul.
| Model | Input | Cache read | Cache write | Output |
|---|---:|---:|---:|---:|
| **GLM-5.3** | $1.40 | $0.26 | *fără tarif separat* | $4.40 |
| **GLM-5.3-Flash** (promo, până 2026-09-09 24:00 UTC+8) | $0.075 | $0.015 | *fără tarif separat* | $0.25 |
| **GLM-5.3-Flash** (preț de listă) | $0.15 | $0.03 | *fără tarif separat* | $0.50 |
Surse: [opencode.ai/docs/zen](https://opencode.ai/docs/zen/) · [docs.z.ai/guides/overview/pricing](https://docs.z.ai/guides/overview/pricing) · [openrouter.ai/z-ai/glm-5.3-flash](https://openrouter.ai/z-ai/glm-5.3-flash)
> **Cache write:** niciun model GLM nu are tarif separat de cache creation (spre deosebire de modelele Claude de pe Zen). `cache_creation_input_tokens` se facturează deci la tariful de **input normal**. `cache_read_input_tokens` **nu** a fost tratat ca input normal — are tariful lui redus. Vezi Scenariul B pentru varianta fără cache.
## 5. Cost echivalent Zen — Scenariul A (tokeni reali, tarife de cache)
| Model | Input | Cache read | Cache write | Output | **TOTAL** |
|---|---:|---:|---:|---:|---:|
| GLM-5.3 | $0.47 | $2817.52 | $403.51 | $102.51 | **$3324.02** |
| GLM-5.3-Flash (promo) | $0.03 | $162.55 | $21.62 | $5.82 | **$190.02** |
| GLM-5.3-Flash (listă) | $0.05 | $325.10 | $43.23 | $11.65 | **$380.03** |
### Medii
| Model | / sesiune | / zi | / lună (30 zile) |
|---|---:|---:|---:|
| GLM-5.3 | $7.641 | $94.97 | $2849.16 |
| GLM-5.3-Flash (promo) | $0.437 | $5.43 | $162.87 |
| GLM-5.3-Flash (listă) | $0.874 | $10.86 | $325.74 |
## 6. Scenariul B — fără avantajul cache-ului
Tot `cache_read` + `cache_creation` facturați ca input normal.
| Model | A (cu cache) | B (fără cache) | Factor |
|---|---:|---:|---:|
| GLM-5.3 | $3324.02 | $15677.77 | **4.7×** |
| GLM-5.3-Flash (promo) | $190.02 | $840.21 | **4.4×** |
| GLM-5.3-Flash (listă) | $380.03 | $1680.43 | **4.4×** |
## 7. Comparație cu Claude Max 5x
Nu există conversie oficială Anthropic din quota Max în tokeni, deci nu o inventez. Compar ce ai plătit cu ce ar fi costat exact aceiași tokeni la tarif per-token.
| | Claude Max 5x | Zen GLM-5.3 | Zen GLM-5.3-Flash (promo) | Zen GLM-5.3-Flash (listă) |
|---|---|---|---|---|
| Cost pentru perioada măsurată | **$100/lună** | $3,324.02 | $190.02 | $380.03 |
| Tokeni | 11,148,485,999 | identic | identic | identic |
| Sesiuni | 435 | identic | identic | identic |
| Modele | Opus 5, Sonnet 5, Fable 5, Haiku 4.5 | GLM-5.3 | GLM-5.3-Flash | GLM-5.3-Flash |
### Cât valorează de fapt abonamentul Max
Aceiași 11,148,485,999 tokeni, **fiecare model la propriul lui tarif pe Zen** (Opus 5 la preț de Opus 5, Sonnet 5 la preț de Sonnet 5 etc.):
# **$5,167.05**
Abonamentul Max 5x de $100 a livrat consum care la tarif per-token ar fi costat **$5,167** — adică Max e de **52× mai ieftin** decât plata la token pentru exact aceleași modele. Asta e cifra cea mai importantă din tot raportul.
### Acoperirea celor $20 Zen
| Model | Cost pentru consumul observat | % din $20 | De câte ori acoperă $20 consumul |
|---|---:|---:|---:|
| GLM-5.3 | $3,324.02 | 16,620% | **0.006×** |
| GLM-5.3-Flash (promo) | $190.02 | 950% | **0.105×** |
| GLM-5.3-Flash (listă) | $380.03 | 1,900% | **0.053×** |
Scenariul B, fără cache:
| Model | Cost | % din $20 | Acoperire |
|---|---:|---:|---:|
| GLM-5.3 | $15,677.77 | 78,389% | 0.001× |
| GLM-5.3-Flash (promo) | $840.21 | 4,201% | 0.024× |
| GLM-5.3-Flash (listă) | $1,680.43 | 8,402% | 0.012× |
### Cât consum încap în $20
| Model | Tokeni pentru $20 | % din consumul lunar | Zile la ritmul actual | Sesiuni |
|---|---:|---:|---:|---:|
| GLM-5.3 | 67,078,331 | 0.6% | 0.21 | 2.6 |
| GLM-5.3-Flash (promo) | 1,173,426,044 | 10.5% | 3.68 | 45.8 |
| GLM-5.3-Flash (listă) | 586,713,022 | 5.3% | 1.84 | 22.9 |
## 8. Abonamentele Z.AI GLM Coding Plan
Planurile Z.AI nu se facturează pe tokeni, ci pe **prompturi** (turnuri umane) contorizate în credite, cu două limite simultane: una la 5 ore și una săptămânală. Documentația Z.AI notează că *„un prompt poate invoca modelul de 15–20 de ori"* — deci comparația corectă nu se face pe cererile API, ci pe prompturile tale reale.
### Prețuri (verificate 2026-09-01)
| Plan | Lunar | Anual | Efectiv/lună anual | Economie | Prompturi / 5h | Prompturi / săpt. | Credite / săpt. |
|---|---:|---:|---:|---:|---:|---:|---:|
| Lite | $18.00 | **$151.20** | $12.60 | 30% | ~80 | ~400 | 10.000 |
| Pro | $72.00 | **$604.80** | $50.40 | 30% | ~400 | ~2.000 | 60.000 |
| Max | $160.00 | **$1.344,00** | $112.00 | 30% | ~1.600 | ~8.000 | 140.000 |
Toate planurile includ **GLM-5.3 și GLM-5.3-Flash**. Surse: [docs.z.ai/devpack/overview](https://docs.z.ai/devpack/overview) · [aipricing.guru](https://www.aipricing.guru/z-ai-subscription-pricing/)
### Câte prompturi dai de fapt
Am numărat prompturile umane reale (excluzând `tool_result`, care în transcript apar tot ca mesaje de tip `user`):
| Mașină | Prompturi umane | Cereri API | Cereri / prompt |
|---|---:|---:|---:|
| `claude-agent` | 245 | 2.143 | 8,75 |
| `moltbot` | 309 | 1.810 | 5,86 |
| `LENOVO-AIO-BIRO` | **~8,451** *(estimat)* | 60,304 | 7.14 *(aplicat)* |
| **TOTAL** | **~9,005** | 64,211 | 7.14 |
> **Estimare marcată:** scriptul rulat pe Windows a raportat doar cererile API, nu și prompturile umane. Cifra pentru Windows e derivată din raportul măsurat pe cele două mașini Linux (7.14 cereri API per prompt). E singura extrapolare din tot raportul și e marcată ca atare. Raportul real pe Windows poate diferi — sesiunile de acolo par mai lungi, deci numărul de prompturi ar putea fi mai mic (și acoperirea planurilor, mai bună).
Ritm rezultat: **~1,801 prompturi/săptămână** (~257/zi) pe 35 zile.
### Acoperire — la multiplicator 1×
| Plan | Anual | Efectiv/lună | Prompturi/săpt. | Acoperă din nevoia ta | Verdict |
|---|---:|---:|---:|---:|---|
| Lite | $151.20 | $12.60 | ~400 | **22%** | insuficient |
| Pro | $604.80 | $50.40 | ~2,000 | **111%** | **ACOPERĂ** |
| Max | $1,344.00 | $112.00 | ~8,000 | **444%** | **ACOPERĂ** |
### Acoperire — dacă GLM-5.3 consumă credite multiplicat
Z.AI aplică multiplicatori de credite modelelor mari (documentat 3× în orele de vârf și 2× off-peak pentru GLM-5.2 / GLM-5-Turbo; pentru GLM-5.3 multiplicatorul nu e publicat explicit). Dacă GLM-5.3 se contorizează la fel, acoperirea scade proporțional:
| Plan | 1× (Flash / off-peak promo) | 2× (off-peak) | 3× (peak) |
|---|---:|---:|---:|
| Lite | 22% | 11% | 7% |
| Pro | 111% | 56% | 37% |
| Max | 444% | 222% | 148% |
### Comparație completă a opțiunilor
| Opțiune | Cost efectiv/lună | Acoperă volumul tău? | Observație |
|---|---:|---|---|
| **Claude Max 5x** (actual) | $100.00 | **DA, 100%** | modelele Claude; $5,167 valoare la tarif per-token |
| OpenCode Zen, GLM-5.3-Flash | $190.02 *(pay-per-token)* | da, dar costă 1.9× cât Max | fără plafon, dar fără reducere de abonament |
| OpenCode Zen, GLM-5.3 | $3,324.02 *(pay-per-token)* | da, dar costă 33× cât Max | prohibitiv |
| OpenCode Zen $20 (buget fix) | $20.00 | **NU — 10,5%** | vezi secțiunea 7 |
| **Z.AI Coding Lite anual** | **$12.60** | NU — 22% la 1× | cel mai ieftin plan cu GLM-5.3 |
| **Z.AI Coding Pro anual** | **$50.40** | **DA la 1× (111%)**, nu la 2–3× | cel mai bun raport dacă multiplicatorul e 1× |
| **Z.AI Coding Max anual** | **$112.00** | **DA, cu marjă (444% la 1×, 148% la 3×)** | singurul sigur indiferent de multiplicator |
### Ce înseamnă asta concret
**Z.AI Coding Pro anual ($604,80/an = $50,40/lună) e de departe cea mai interesantă opțiune din tot setul** — la ritmul tău de ~1,801 prompturi/săptămână, cota lui de ~2.000/săptămână acoperă 111% din volum, la **jumătate din prețul Max 5x**.
Dar cu trei rezerve serioase:
1. **Marja e subțire.** 111% nu e mult peste 100%. O săptămână mai aglomerată decât media te scoate din cotă, și atunci aștepți resetarea.
2. **Multiplicatorul de credite e necunoscut pentru GLM-5.3.** Dacă e 2× sau 3× ca la GLM-5.2, Pro acoperă doar 56%–37% și ai nevoie de Max ($112/lună).
3. **Limita de 5 ore contează separat.** Media ta zilnică încape în cota de 5h a planului Pro (~400), dar zilele de vârf pot să nu încapă. Cotele sunt simultane: săptămânală ȘI la 5 ore.
**Diferența de calitate rămâne argumentul decisiv.** Un plan Z.AI îți dă GLM-5.3, nu Opus 5. La tine 38% din volum rulează deja pe Opus 5 — muncă unde ai ales conștient modelul mare.
## 9. Scenariul real: Opus planifică, GLM-5.3-Flash execută
Fluxul vizat înlocuiește **doar treapta de execuție** (azi Sonnet 5) cu GLM-5.3-Flash, păstrând Opus 5 pe Max pentru planificare. Asta nu e o felie arbitrară din volum — e exact împărțirea care se vede deja în date.
| Treaptă | Model azi | Tokeni/lună | % volum | Turn-uri | Prompturi/săpt. *(est.)* |
|---|---|---:|---:|---:|---:|
| Planificare | Opus 5 | 4.27B | 38.3% | 25,343 | ~711 |
| Execuție | Sonnet 5 | 6.71B | 60.2% | 37,902 | ~1,063 |
| Alte | Fable 5 + Haiku | 165M | 1.5% | 966 | ~27 |
### Cât costă mutarea treptei de execuție
| Variantă | Cost/lună | Observație |
|---|---:|---|
| Zen pay-per-token, Flash promo | $113.38 | tarif promoțional, expiră 2026-09-09 |
| Zen pay-per-token, Flash listă | $226.77 | tariful de după |
| Z.AI Coding **Lite** anual | $12.60 | cotă ~400 prompturi/săpt. = **38%** din nevoie |
| Z.AI Coding **Pro** anual | $50.40 | cotă ~2.000/săpt. = **188%** din nevoie |
| Z.AI Coding **Max** anual | $112.00 | cotă ~8.000/săpt. = 752% |
Treapta de execuție are nevoie de **~1,063 prompturi/săptămână**. **Lite nu ajunge** (38%). **Pro ajunge cu marjă de 1.9×** — și, spre deosebire de comparația pe volumul total, aici marja e confortabilă.
> **Detaliu în favoarea ta:** multiplicatorul de credite Z.AI (3× peak / 2× off-peak) e documentat pentru modelele mari, nu pentru cele „de rutină". GLM-5.3-**Flash** e modelul mic, deci probabil se contorizează la 1×. Dacă e așa, Pro acoperă treapta de execuție cu 188% și rămâne loc de creștere. Confirmă asta înainte să plătești anual.
### Calibrare cu OpenCode Go — datele tale reale
OpenCode Go costă **$10/lună** și include limite exprimate în valoare de consum, nu în tokeni:
| Limită | Valoare |
|---|---:|
| La 5 ore | $12 de consum |
| Săptămânal | $30 de consum |
| Lunar | $60 de consum |
Abonamentul s-a consumat în 1–2 zile. Asta **confirmă independent** analiza: la volumul tău, consumul săptămânal echivalent e $38 pe GLM-5.3-Flash promo și $665 pe GLM-5.3 — deci plafonul săptămânal de $30 al lui Go se evaporă în 0.3 zile pe modelul mare și în 5.5 zile pe Flash. Un plan plafonat în dolari nu rezistă la acest volum, indiferent de furnizor.
**De asta planurile Z.AI sunt altceva:** cota lor e în prompturi, nu în dolari de consum. Un prompt care declanșează 20 de invocări de model costă la fel ca unul care declanșează 2 — iar sesiunile tale au în medie 7.1 cereri API per prompt. Exact tipul de workload pe care tarifarea per-prompt îl avantajează, și pe care cea per-dolar îl penalizează.
## 10. Problema reală: plafonul general săptămânal Max 5x
Max 5x are **două plafoane săptămânale** — unul general, pe toate modelele, și unul separat pentru Opus. Limita atinsă e cea **generală**, ceea ce înseamnă că un supliment pe GLM-5.3-Flash chiar poate ajuta: fiecare prompt mutat în altă parte eliberează cotă de Max.
### Tiparul se vede în date
| Săptămână | Total | Profil zilnic (M tokeni, Lu→Du) |
|---|---:|---|
| 2026-W31 | 0.80B | We **22** · Th **171** · Sa **256** · Su **348** |
| 2026-W32 | 3.40B | Mo **557** · Tu **41** · We **96** · Th **509** · Fr **432** · Sa **853** · Su **911** |
| 2026-W33 | 0.93B | Mo **655** · Tu **229** · We **40** · Th **8** · Fr **1** · Sa **1** · Su **1** |
| 2026-W34 | 2.93B | Mo **2** · Tu **42** · We **146** · Th **339** · Fr **690** · Sa **813** · Su **901** |
| 2026-W35 | 2.08B | Mo **175** · Tu **231** · We **4** · Th **467** · Fr **407** · Sa **461** · Su **336** |
| 2026-W36 | 1.01B | Mo **866** · Tu **139** |
**Săptămâna W33 e semnătura manualului pentru un plafon atins:** 655M luni, 229M marți, apoi 40M, 8M, 1M, 1M, 1M. Cota s-a consumat în două zile, urmate de cinci zile moarte. Exact ce descrii. Prin contrast, W32 și W34 au mers 7 zile din 7, la 2,93–3,40B.
- **Zile efectiv blocate** (sub 50M tokeni): **10 din 34** = 29%
- **Zi activă mediană:** 419M tokeni
- **Livrat efectiv de Max 5x:** 2.23B/săptămână
- **Cerere dacă ai lucra 7 zile din 7 la ritmul median:** 2.94B/săptămână
- **Deficit: 0.71B/săptămână = +32%** ≈ **~570 prompturi/săptămână**
> Deficitul e o estimare **conservatoare**: presupune că în zilele blocate ai lucra la ritm median (419M), nu la ritmul zilelor bune (peste 850M). Cererea reală suprimată e probabil mai mare. Nu se poate măsura direct — Claude Code nu persistă evenimentele de limită în transcript, apar doar în stream-ul SDK.
### Ce plan acoperă deficitul
Nu trebuie mutat tot volumul — doar atât cât să elibereze cota lipsă.
| Plan | Lunar | Anual (efectiv/lună) | Cotă/săpt. | Acoperă deficitul de ~570 | Zile blocate rămase |
|---|---:|---:|---:|---:|---:|
| Lite | $18.00 | $12.60 | ~400 | **70%** | ~0.6/săpt. |
| Pro | $72.00 | $50.40 | ~2,000 | **351%** | ~0.0/săpt. |
| Max | $160.00 | $112.00 | ~8,000 | **1403%** | ~0.0/săpt. |
Azi ai ~2.0 zile blocate pe săptămână. **Lite ar duce-o la ~0.6**, **Pro la zero**, cu marjă de 3.5× pentru creștere.
### Verificare din a doua direcție
Dacă muți **toată** treapta de execuție (Sonnet 5, 59% din turn-uri, ~1,063 prompturi/săpt.) pe GLM-5.3-Flash, eliberezi 59% din cota Max — care ar ține atunci de **2.4× mai mult**, adică toată săptămâna în loc de două zile.
Pentru asta ai nevoie de ~1,063 prompturi/săpt.: **Lite (38%) nu ajunge, Pro (188%) ajunge cu marjă.**
Cele două calcule dau răspunsuri diferite pentru Lite pentru că măsoară lucruri diferite: primul, cât lipsește ca să nu mai fii blocat; al doilea, cât ar costa mutarea completă a treptei de execuție. **Nu ai nevoie de mutarea completă** — ai nevoie doar de deficit.
## 11. Fișiere generate
| Fișier | Conținut |
|---|---|
| `claude_usage_report.md` | acest raport |
| `claude_usage_sessions.csv` | 435 rânduri, una per sesiune |
| `claude_usage_summary.csv` | agregate: TOTAL, mașină, model, lună, zi |
| `tools/claude_usage_extract.py` | extractorul read-only (rulabil remote: `ssh host 'python3 -' < script`) |
| `tools/claude_usage_report.py` | agregator + CSV |
| `tools/claude_usage_md.py` | generatorul acestui raport |
## 12. CONCLUZIE
### „Dacă păstrez Claude Max 5x $100 și adaug OpenCode Zen $20, cât coding suplimentar obțin?"
**Foarte puțin — aproximativ 3.7 zile pe lună, în cel mai bun caz.**
Consumul real pe 35 zile, pe trei mașini: **11.15 miliarde de tokeni**, 435 sesiuni, 64,211 cereri API. La acest volum, $20 nu sunt un supliment — sunt o rotunjire.
| | GLM-5.3 | GLM-5.3-Flash (promo) | GLM-5.3-Flash (listă) |
|---|---:|---:|---:|
| Cost pentru volumul tău lunar | $3,324 | $190 | $380 |
| Cât din el acoperă $20 | 0.6% | **10.5%** | 5.3% |
| Zile de lucru din $20 | 0.21 | **3.7** | 1.8 |
### Punct cu punct
**1. Ar fi fost $20 Zen suficienți pentru consumul observat?**
**NU, pe niciun model.**
- GLM-5.3-Flash (promo): $190.02 — de **9.5× peste buget**. Cel mai bun caz posibil.
- GLM-5.3-Flash (listă, după 9 sept.): $380.03 — de **19× peste buget**.
- GLM-5.3: $3,324.02 — de **166× peste buget**.
- Fără cache (Scenariul B), chiar și Flash promo ajunge la $840.21 — de 42× peste.
**2. Câte sesiuni/zi înseamnă?**
Ritmul real: **12.4 sesiuni/zi**, 319M tokeni/zi. Cu $20 obții:
- GLM-5.3-Flash promo: **3.7 zile** (~46 sesiuni)
- GLM-5.3-Flash listă: **1.8 zile** (~23 sesiuni)
- GLM-5.3: **0.21 zile** (~3 sesiuni) — sub o zi
**3. Ce model e mai avantajos?**
**GLM-5.3-Flash**, de **17.5× mai ieftin** decât GLM-5.3. Diferența absolută pe consumul tău: **$3,134.00** ($3,324.02 vs $190.02). La preț de listă diferența rămâne **$2,943.99**. Compromisul e de calitate — Flash e modelul mic.
**4. Diferența de cost GLM-5.3 vs GLM-5.3-Flash**
| | GLM-5.3 | Flash (promo) | Flash (listă) |
|---|---:|---:|---:|
| Total | $3,324.02 | $190.02 | $380.03 |
| Pe zi | $94.97 | $5.43 | $10.86 |
| Pe sesiune | $7.641 | $0.437 | $0.874 |
| Raport față de GLM-5.3 | 1× | 17.5× mai ieftin | 8.7× mai ieftin |
**5. Ce procent din utilizarea Claude poate fi mutat realist pe Zen?**
Structura reală: **60%** Sonnet 5, **38%** Opus 5, 1.5% Fable 5, restul Haiku.
Întrebarea corectă nu mai e „ce procent muți", ci **„cât încape în $20"** — și răspunsul e **10.5%** din volum, la cel mai ieftin tarif posibil. Chiar dacă ai muta pe Zen absolut tot ce rulează azi pe Sonnet, ai depăși bugetul de câteva ori.
Cu $20/lună pe GLM-5.3-Flash poți acoperi realist **~11% din volum** — echivalentul a ~1173M tokeni. Ținta rezonabilă: **un singur flux automat**, mic și bine delimitat (un bot, un job de noapte, un agent în buclă), nu o felie procentuală din tot ce faci.
**6. Dar abonamentele Z.AI?**
Aici răspunsul e cu totul altul decât la Zen $20. La ~1,801 prompturi/săptămână:
| | Efectiv/lună (anual) | Acoperire la 1× | Acoperire la 3× |
|---|---:|---:|---:|
| Z.AI Coding **Lite** | $12.60 | 22% | 7% |
| Z.AI Coding **Pro** | $50.40 | **111%** | 37% |
| Z.AI Coding **Max** | $112.00 | 444% | **148%** |
**Lite ($12,60/lună) e opțiunea potrivită pentru rolul pe care îl căutai la Zen $20** — cost similar, dar acoperă 22% din volum în loc de 10.5%, adică de **2× mai mult** pentru aceiași bani. Modelul de abonament bate plata la token, exact cum o face și Max față de tarifele Zen.
### Recomandare
**Păstrează Max 5x — la $5,167 valoare per-token pentru $100 plătiți, e cea mai bună afacere din tot setul de date.** Nu e nimic de optimizat acolo.
**Nu lua OpenCode Zen $20.** La volumul tău e o rotunjire (10,5%), iar pentru bani similari Z.AI Coding Lite anual ($12,60/lună) îți dă de 2× mai mult. Singurul motiv real pentru Zen ar fi accesul la multe modele diferite dintr-un singur cont, nu volumul.
**Dacă vrei capacitate suplimentară serioasă**, ordinea corectă e:
1. **Z.AI Coding Lite anual, $12,60/lună** — ca supliment: preia un flux automat întreg (tot `moltbot` = 195M tokeni/lună) și îți lasă Max liber pentru munca grea. Risc mic, cost mic. **Aici aș începe.**
2. **Z.AI Coding Pro anual, $50,40/lună** — dacă vrei să muți o felie mare din volum. Acoperă 111% la 1×, dar doar 37% dacă GLM-5.3 se contorizează la 3×. Verifică multiplicatorul înainte, e diferența dintre „ajunge" și „nu ajunge".
3. **Z.AI Coding Max anual, $112/lună** — singurul care acoperă volumul indiferent de multiplicator, dar la acel preț compari direct cu un al doilea Max 5x sau cu Max 20x, unde primești Opus 5 în loc de GLM-5.3.
**Testul decisiv nu e de preț, e de calitate.** Toate variantele Z.AI îți dau GLM-5.3, nu Opus 5, iar 38% din volumul tău rulează pe Opus 5 pentru că ai ales asta. Ia Lite anual o lună, rutează pe el fluxurile automate, și vezi dacă rezultatul e acceptabil înainte să muți ceva important.
**Rolul rămas pentru Zen $20** (dacă îl iei totuși) e restrâns:
- **buget de experiment** — să testezi dacă GLM-5.3-Flash e destul de bun pe un flux anume, înainte să iei o decizie mai mare;
- **overflow de urgență** — dacă atingi limita Max într-o zi aglomerată, ai un backup care costă cenți pe oră;
- **un singur job automat mic** — de exemplu tot ce rulează pe `moltbot` (195M tokeni = $3.81/lună pe Flash promo, 19% din buget).
### Rezerve
1. **`claude-agent` are doar 5 zile din 35** cu transcripturi păstrate; consumul lui real e mai mare decât cei 306M măsurați. Nu am extrapolat. Efectul e mic la scara totalului (2,7%), dar direcția e clară: totalul real e mai mare, nu mai mic.
2. **Alte mașini Windows** din tailnet (`marius-hx90g`, `lenovo-aio-h1`, `lg17`, `roa-carapetru2`) nu au fost scanate — erau offline. Dacă rulezi Claude Code și pe ele, totalul crește.
3. **Cache hit rate-ul e ipoteza critică:** 97.2% din volum e cache read. OpenCode cu GLM nu garantează același comportament de caching ca Claude Code — Scenariul B ($840 în loc de $190) e cazul rău, și nu e improbabil.
4. **Prețul Flash e promoțional** până pe 2026-09-09; se dublează după.
5. **GLM-5.3 nu e listat oficial pe OpenCode Zen** — am folosit tariful Z.AI ca proxy, validat prin faptul că GLM 5.2 are pe Zen exact prețul Z.AI.
6. **Datele Windows au trecut printr-o conversie de tabel** (TAB + date M/D/YYYY). UUID-urile și valorile numerice au fost validate, dar nu am putut verifica independent fișierele sursă.

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session_id,machine,project,models,first_ts,last_ts,user_turns,assistant_turns,input_tokens,output_tokens,cache_creation_tokens,cache_read_tokens,total_tokens,cost_glm53_usd,cost_glm53flash_promo_usd
5749440c-6359-43e8-a21b-34d962e88857,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-21,2026-08-22,,1349,2698,189775,3281314,359479512,362953299,98.8973,5.685937
b9bf6dd3-8967-45c9-8f15-dcdaabdcafe9,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-31,2026-08-31,,1223,2446,99246,3761678,268344600,272207970,75.476052,4.33229
64580820-2400-4a08-9805-cd836d5bfea0,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-09,2026-08-09,,1132,21014,178972,3977463,265283432,269460881,75.359037,4.32388
285a5217-5c09-4e05-bcfc-826247c4f5e4,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-08,2026-08-08,,833,28614,172002,4789597,242234541,247224754,70.483285,4.037884
fd53516c-6d20-4100-adbd-5546ecf94d5f,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-22,2026-08-23,,804,1608,174534,4810487,197230477,202217106,58.784807,3.362998
32e8fc2b-5e34-4117-8280-bc14c3ced9c9,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-22,2026-08-22,,752,1504,152348,3607421,181339874,185101147,52.871193,3.028854
ff8eb270-208a-4feb-9900-38ed5f12aa08,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-23,2026-08-24,,691,1382,195179,1822005,176855132,178873698,49.393864,2.838376
259bd1d3-5a75-4a52-b38c-d35e68920759,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-23,2026-08-23,,888,1776,170054,5679125,170964354,176815309,53.152231,3.033046
5406672c-9ea6-4485-a9df-dba23ed860cf,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-10,2026-08-10,,784,1558,121705,3541951,170366571,174031785,49.791723,2.851688
6c6f2a04-8de2-49af-bee4-c8723dd9157a,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-07-29,2026-07-30,,677,1774,191120,6905512,164552178,171650584,53.294695,3.034109
3b9e89da-52ea-4922-9126-03d169a1ba1b,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-27,2026-08-27,,728,1456,113420,3109135,163398073,166622084,47.337374,2.71262
5e2c5e6f-f290-4448-988c-c5054305b7e0,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-07,2026-08-08,,851,4409,173350,3575893,162713215,166466867,48.080599,2.752558
f029c477-1c7c-4f6c-ae11-134c14043fac,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-23,2026-08-23,,912,1824,190397,2253633,161673708,164119562,46.030551,2.641864
92a12c3c-a16f-4966-8057-0c86048fada8,LENOVO-AIO-BIRO,(windows),claude-fable-5,2026-08-21,2026-08-21,,876,1952,169330,4221754,150831426,155224462,45.874411,2.621582
d9656c6d-2f9f-42ad-af0c-eab07bb7800b,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-01,2026-08-01,,488,964,118698,2984487,149687726,152791875,43.620711,2.498899
c928481c-50f1-4003-baae-011ac7d75007,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-03,2026-08-03,,612,6431,141749,5826166,146376505,152350851,46.847223,2.66853
8fea11e2-ebea-489f-8c53-e3c14d90dd60,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-30,2026-08-30,,892,1784,107072,3772929,144700979,148582764,43.37797,2.480386
392f9a0a-bdc4-4f1a-bf27-93efb80d8094,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-09,2026-08-09,,930,13684,199737,4599506,138825445,143638372,43.431925,2.478305
3ffa20b3-137e-4eac-91f4-f60a2af6f63d,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-27,2026-08-27,,739,1478,111259,4833522,136310465,141256724,42.699261,2.435097
f2e71793-0340-4e4b-9c26-061670395c4f,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-06,2026-08-06,,725,15486,203974,3263749,129017219,132500428,39.032892,2.232194
f581d50f-4318-4836-b44b-d0731bb48d44,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-07,2026-08-07,,589,1163,169964,5569165,126278399,132018691,41.378685,2.354442
6d96f074-6f95-4d22-be48-8fc6d6277df7,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-29,2026-08-30,,1057,2114,148598,4256349,127610855,132017916,39.794502,2.270697
0fb9dcd1-fae4-49e6-9cdf-bf3d6095700b,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-07,2026-08-07,,498,977,178238,7882555,122062184,130123954,43.55736,2.466757
cc26211c-f20a-4743-a5b4-de97ed288667,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-08,2026-08-08,,699,7836,184895,3760981,122610956,126564668,37.96873,2.168049
2679275b-7aa9-494f-9bf8-3b03faac3b27,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-29,2026-08-29,,888,1776,147638,3724265,122560883,126434562,37.731894,2.154776
3755b558-31e2-407c-b0e7-54e7be635ea6,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-03,2026-08-03,,727,3580,161618,4588402,118803620,123557220,38.028835,2.166857
4ae3fa68-ec82-449d-af97-fe5c6e956a38,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-09-01,2026-09-01,,707,1414,108475,1923510,120044966,122078365,34.383875,1.972163
afe798a8-7a44-4508-92dd-8944e482ad4b,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-31,2026-08-31,,512,1024,77912,4033303,112834088,116946327,35.327733,2.014564
ea0ed10f-2f5a-4fad-b2ef-b67385aa9ad8,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-09,2026-08-09,,635,7484,121803,2882768,112135255,115147310,33.737452,1.929248
77b46e5c-1d05-4f4d-a650-a011c7eb4583,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-22,2026-08-22,,821,1642,153392,2425938,111874230,114455202,33.160837,1.89853
712c14e9-1afe-4e39-b4f0-c4dfd01c38c0,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-06,2026-08-06,,657,5078,144384,5560461,108122438,113832361,36.538878,2.075348
e8535a1b-b4c7-49f4-ac69-fe5f7ef3e44b,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-22,2026-08-22,,546,1092,213287,3401917,109495792,113112088,34.171581,1.950984
8ccc51e1-989c-44a0-a744-75a07dcbbf09,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-05,2026-08-06,,750,1552,163769,4403226,107072364,111640911,34.726087,1.977386
ad313a55-c57f-4023-bd1d-ecc67095bbbe,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-28,2026-08-28,,829,1658,133263,4517045,102411306,107063272,33.539481,1.908388
a8f1b788-71b5-454a-8e11-36087df1444d,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-31,2026-08-31,,726,1452,133169,2761537,101700908,104597066,30.896364,1.76603
ccb68e64-6ebd-4fc3-a0df-97dfd3e5acd0,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-29,2026-08-29,,651,1302,129310,2805884,99217872,102154368,30.295671,1.731135
864d5b2f-374f-43de-82b6-67d09d26b875,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-03,2026-08-05,,537,8571,114377,4645986,94480136,99249070,31.584474,1.794888
c1c29fbf-d57f-444c-bf52-8d1737d4f976,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-08,2026-08-08,,512,1052,171319,2695894,95626428,98494693,29.392399,1.679497
c7ca2fa6-4a3f-49cd-b3ab-b1d1bb3c0861,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-08,2026-08-08,,567,1122,124644,2336762,91728230,94190758,27.670811,1.582426
5d035533-238b-4c76-9501-b81f5783d839,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-24,2026-08-24,,436,872,131922,1991324,91437971,93562089,27.143404,1.553965
dcf0c62e-d0ac-4775-aa59-b85224d32f8f,LENOVO-AIO-BIRO,(windows),claude-fable-5|claude-sonnet-5,2026-08-20,2026-08-21,,423,870,80609,2010032,90351524,92443035,26.661339,1.526243
04ccf0fd-e09e-4f7a-9a81-ed3029cc6f55,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-09,2026-08-09,,401,779,126343,2736341,88697217,91560680,27.449154,1.567328
062f773d-dee2-4407-a86b-aa34051bda11,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-21,2026-08-21,,534,1068,126069,1954349,88961267,91042753,26.422217,1.512593
81fbd7c8-41d4-4341-a83a-95736e6dc6d3,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-19,2026-08-20,,551,1102,169114,2222773,85476096,87869085,26.081312,1.491211
9cdede8f-1f6c-428d-a144-afb71d8aaf38,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-10,2026-08-11,,543,11518,120498,2624225,83877927,86634168,26.028492,1.485974
00192d75-aae9-407a-bfa5-65cbc8dd632d,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-08,2026-08-08,,417,3581,125741,1702948,84268987,86101257,24.852338,1.42346
aaf39ac5-9f90-4f7a-a095-f73c2fb2cd9f,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-29,2026-08-29,,735,1470,157618,1872393,82796692,84828173,24.844067,1.421895
7d2475f8-557f-4680-aa72-4199b66b0772,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-06,2026-08-06,,565,5620,155664,2342334,81686077,84189695,25.210437,1.440304
3f1cc2cd-4c8f-4265-be95-38f50fe28aec,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-10,2026-08-10,,606,7081,154473,3484129,80492976,84138659,26.495549,1.507854
ce6d97e2-dae9-4f4c-a9a4-254cd682f6bf,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-20,2026-08-20,,529,1058,161614,1961789,76099159,78223620,23.244869,1.329104
163d8a6d-7e99-4881-8648-a1a646ae6190,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-27,2026-08-27,,450,900,95684,2054371,72601754,74752709,22.174845,1.267093
58cbb620-4a09-49c9-8be9-ad701c5ed2d4,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-23,2026-08-23,,575,1150,171629,1840541,70917619,72930939,21.772116,1.244798
d2dbc0e9-d3ac-48e3-83cc-f4cbfce02ca6,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-10,2026-08-11,,441,6739,173896,1993559,66855951,69030145,20.948107,1.196336
ff8af859-e820-438d-ba23-a3e22c4d9497,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-10,2026-08-10,,456,4449,109114,2086374,66309244,68509181,20.647657,1.178729
f0223617-643c-4d11-85fe-c2e4a797d059,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-09,2026-08-10,,453,2890,142586,2423313,65290902,67859691,20.999697,1.196975
2c9c5e13-e67e-465e-9335-b2a6392d9410,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-31,2026-08-31,,421,842,98088,1525629,63266562,64891121,19.017953,1.088006
ec83f487-634d-41ac-9448-a5979a8b7ed0,claude-agent,-workspace-romfastsql,claude-opus-5,2026-08-31T15:43:32.002Z,2026-08-31T21:08:55.132Z,300,274,548,198806,472135,61067788,61739277,17.414127,1.00117
c43fbf62-06f9-4e93-9eac-4e51e367ff52,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-23,2026-08-23,,411,822,133246,1513246,59377058,61024372,18.144013,1.037522
f9c49248-7c54-45ef-88f2-03a055903517,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-07,2026-08-07,,307,703,115035,1457752,58860546,60434036,17.851733,1.021051
4d429aa9-707c-49c1-b039-77c0d7ad0475,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-30,2026-08-31,,563,1126,101241,2308934,57362179,59773480,18.593711,1.058997
fa31be07-db25-42f1-9f0e-5cf44d79bf97,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-11,2026-08-11,,475,1047,144616,1839142,57313816,59298621,18.114167,1.033875
890512bd-2cf9-4486-b89a-52579ea35284,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-22,2026-08-22,,378,756,178527,1317743,57517974,59015000,17.586091,1.006289
279fd7c1-d5d7-47f2-b319-f419736829fb,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-20,2026-08-20,,353,706,133100,1861695,56473890,58469391,17.876213,1.020063
d31bfaba-5ee5-4e89-ace8-e7a94bd124eb,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-01,2026-08-02,,374,3948,164393,1594283,56528162,58290786,17.658175,1.008888
0f30419d-e767-4517-9ac9-0eab71f9d4be,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-09,2026-08-09,,446,1653,140973,1462011,55029233,56633870,16.977011,0.970457
6b9cfd55-d8ab-4704-9033-6267ea873e74,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-11,2026-08-11,,345,673,143302,1590165,54866873,56601013,17.123089,0.978141
80e6bf21-ab65-4a1a-9aee-c5f04b1fc33b,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-25,2026-08-25,,284,568,174337,307693,55849891,56332489,15.71962,0.904452
16ce3ac0-8438-472e-bfc6-be71789adcbb,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-09,2026-08-09,,446,8555,162013,1836872,53059662,55067102,17.091967,0.974805
59628288-44b2-49f3-8b40-5145be57b99d,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-21T16:33:17.528Z,2026-08-22T08:40:30.097Z,272,248,496,123635,1335216,52922530,54381877,16.173849,0.924925
3e171cfe-4184-4fe5-afbe-0e8012f6d31e,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-10,2026-08-10,,337,22449,126139,1334315,52550224,54033127,16.117539,0.921545
c2b2b17b-74cf-41c5-b525-1981f9fe91fc,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-02,2026-08-02,,292,562,158611,996460,52725622,53881255,15.802381,0.905314
04ff0372-43fa-49a5-8895-c68b0b411f43,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-28,2026-08-28,,376,752,130459,2031894,49682534,51845639,16.337183,0.930301
fc8b5717-8d08-441b-839f-b6301972a954,claude-agent,-workspace-claude-agent,claude-opus-5|claude-sonnet-5,2026-08-31T05:28:23.040Z,2026-08-31T12:39:36.334Z,276,304,798,146941,1456578,49315101,50919418,15.508793,0.885765
76311a7f-ae59-4439-ae11-b9061f4e0aa6,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-23,2026-08-23,,324,648,96199,1175329,47978434,49250610,14.544036,0.831925
11ed819d-55cb-4a2c-ac62-ef46e0da11dc,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-10,2026-08-10,,330,650,95437,1188309,47454302,48738698,14.422584,0.824846
3db76816-3620-46f3-b646-2156e1114776,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-10,2026-08-10,,334,3385,101930,1895488,45234729,47235532,14.867944,0.846419
f7dd6f8b-fca9-4ecf-a32a-3d4e7e359c6a,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-21,2026-08-21,,332,664,80844,1113370,44166014,45360892,13.398525,0.766254
c0623820-e20f-4fc1-ba0b-f32469ab104e,moltbot,-home-moltbot-echo-core,claude-opus-5,2026-08-23T05:55:05.946Z,2026-08-23T07:46:55.754Z,255,238,476,156778,298599,44674842,45130695,12.723987,0.731748
89fb6e48-f2c0-4862-a85a-44f60f1f53ed,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-01,2026-08-01,,342,1647,121875,1843821,43008845,44976188,14.302205,0.814012
9990e504-b4c0-4f36-91f7-0e0603ee71b0,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-28,2026-08-28,,280,560,184056,1171398,43519525,44875539,13.765664,0.786704
3441138d-ff8c-49db-99e5-8aeed2df016f,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-08,2026-08-08,,349,1344,131712,1043500,42795370,43971926,13.169111,0.753222
6ee117ab-26bd-4c5c-9ddf-5fc04a73d452,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-09,2026-08-09,,371,5938,86431,1136372,42639878,43868619,13.065899,0.746879
5d494d5d-05bb-4370-b7dd-585c2befaff2,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-09,2026-08-09,,291,785,112619,1139897,42033906,43287207,13.021294,0.744214
f03dfefa-7bec-4f8d-85f5-4b31a5814ed9,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-02,2026-08-02,,180,341,132456,716334,42027641,42876772,12.513338,0.717279
6ec3dcf2-1eba-442f-9257-37dd282be1df,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-25,2026-08-25,,252,504,123060,2144973,39609973,41878510,13.843725,0.785825
e4c19f48-f65d-425f-8146-e86577695181,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-06,2026-08-07,,263,579,128495,1247084,40087588,41463746,12.734879,0.727012
36f42dd5-194d-4743-b85e-fbe2d4a2f6b4,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-23,2026-08-23,,185,370,182842,344650,40861378,41389240,11.911491,0.684508
88b211ba-bd2a-4a63-8771-e676fbb8dc95,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-28,2026-08-28,,230,460,38226,1650741,39438597,41128024,12.733911,0.724976
181051ac-0260-4630-9329-8737b18b150d,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-22,2026-08-22,,184,368,112040,496642,38378066,38987116,11.167087,0.640957
c8e7df05-b882-4b45-8548-cd08f55d7be1,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-09,2026-08-10,,200,392,60423,698470,37554529,38313814,11.008446,0.630838
b8611426-d48b-4173-a658-21905bae3134,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-02,2026-08-02,,157,328,214285,570441,36640409,37425463,11.268437,0.645985
ec4c8843-1a9e-4d81-887c-d38ddf353d98,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-31,2026-08-31,,282,564,63680,763584,35613671,36441499,10.609554,0.607436
d698318f-c2cc-42ab-8b49-9a80358e6a28,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-28,2026-08-28,,284,568,85214,1035789,35123027,36244598,10.957828,0.625876
751006f5-dd35-4d5e-8299-0d10830f4754,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-23,2026-08-23,,200,400,127785,251609,35669720,36049514,10.189194,0.585893
8eff0ec4-7f9e-48e1-8221-c9e929908c10,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-25,2026-08-25,,164,328,152692,295738,34127436,34576194,9.959471,0.572289
b01416e4-38b5-4951-9156-f22fecef8d4e,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-12,2026-08-18,,231,446,129852,1533483,32091115,33754896,11.062539,0.628874
619cd895-003a-4e3f-ae1f-0dbb000b8ba1,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-03,2026-08-05,,249,9363,128106,1598953,31737589,33474011,11.067082,0.628714
11d2485d-12b3-4820-9666-bace7bfa864e,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-25,2026-08-25,,214,428,155614,654015,32428547,33238604,10.032344,0.574415
80a2eb7e-2300-432e-b458-60272148abe8,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-19,2026-08-19,,153,306,124172,327049,32124697,32576224,9.357075,0.537465
520cbb91-d7aa-4636-86af-46b262edd000,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-27,2026-08-28,,304,608,97810,1051455,31102752,32252625,9.989968,0.569899
b4abd4ec-2687-4369-8c0a-2e8dac66f2d2,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-02,2026-08-02,,145,274,87685,502429,31149245,31739633,9.188402,0.526863
ee6eb662-b98f-403f-b80e-84e2d4c50cc7,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-06,2026-08-06,,170,323,131975,386479,31179881,31698658,9.228982,0.529702
9ba8074b-e730-499f-82a4-77f7b244d433,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-03,2026-08-03,,217,420,128685,690651,29498722,30318478,9.203381,0.526482
83e7be19-35f3-4db9-88e8-136d1bb015c4,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-31,2026-08-31,,258,516,69360,699605,29119014,29888495,8.856297,0.506634
ad694df6-54e3-4256-b10a-3ab5d3b99231,claude-agent,-workspace-claude-agent,claude-sonnet-5,2026-08-31T12:41:58.273Z,2026-08-31T15:15:31.248Z,166,158,316,124194,603263,29151224,29878997,8.970782,0.513585
95b5a78c-6210-481f-b0cb-b74cd82defef,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-21,2026-08-21,,156,312,115895,277913,29342186,29736306,8.528421,0.489973
78dc9e8b-d515-42bb-9572-296f44dcc80d,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-11,2026-08-18,,176,336,78127,786264,28777549,29642276,8.927162,0.51019
be001504-1b59-4367-997c-5e805ef15e47,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-29,2026-08-29,,143,286,142646,551523,28460018,29154473,8.79978,0.503947
12a789d6-6a91-41fb-b1b1-1a5af93cd46d,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-25,2026-08-25,,152,304,122621,245404,28656905,29025234,8.334319,0.478937
9b5e5931-c0d9-434b-b48d-c33ffc5af1d5,claude-agent,-workspace-romfastsql,claude-opus-5,2026-08-30T13:00:52.218Z,2026-08-30T14:28:27.446Z,167,165,330,116278,235980,28495076,28847664,8.251177,0.474219
0e6113a4-f868-45a9-a922-0550fc728dfd,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-23,2026-08-23,,207,414,71648,646539,28086064,28804665,8.523362,0.487724
96f7c6b5-8b18-47c7-a147-cf7c59d59746,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-22,2026-08-22,,162,324,111053,333505,27694153,28139035,8.156474,0.468213
46f1c08f-2e88-42e4-9a4f-f1f496fb0363,claude-agent,-workspace-romfastsql,claude-opus-5,2026-08-31T21:10:22.492Z,2026-08-31T22:16:14.453Z,161,150,300,159387,269287,27101364,27530338,8.125079,0.466586
9e91023f-02f9-49de-ba7a-cb2b22b585ba,LENOVO-AIO-BIRO,(windows),claude-sonnet-5,2026-08-28,2026-08-28,,132,264,169705,310049,26485299,26965317,8.067318,0.462979
2d4ccbb9-b291-42a2-aa97-f84bfa28373c,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-06,2026-08-06,,129,244,133138,275749,26433516,26842647,7.844912,0.450487
dd1c376c-6a0c-44b0-80c7-abc1181eba83,LENOVO-AIO-BIRO,(windows),claude-sonnet-5,2026-08-02,2026-08-02,,138,276,119425,258796,25642953,26021450,7.555339,0.433931
a4d401d4-8aa7-40f8-a8c4-349a4c492cde,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-10,2026-08-10,,159,296,167017,268285,25380401,25815999,7.709792,0.442604
64f00178-e70e-4831-b9d6-b72d2eab4ae7,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-27,2026-08-27,,140,280,150018,249519,25353709,25753526,7.601762,0.436545
335165ee-1b9d-4955-8072-625c54ecc3e0,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-19,2026-08-19,,152,304,89683,216304,25430321,25736612,7.30974,0.420121
1d6ff97e-a9fd-4636-a995-e2b57cd81549,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-20,2026-08-20,,154,308,102059,258596,24353404,24714367,7.14341,0.410234
b61019a1-b1dc-4c49-8189-e21b3f0c1295,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-06,2026-08-06,,144,274,121520,269972,24222562,24614328,7.210899,0.413987
8ca62065-5322-474f-a61f-a59cfba300c4,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-19,2026-08-19,,156,312,117084,596757,23747916,24462069,7.525524,0.43027
163c1c65-7f6b-472d-969b-6e57b043208c,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-02,2026-08-03,,140,264,111400,468393,23816966,24397023,7.338691,0.420254
5f0df8af-452a-4613-ba6f-5bbba3f431c2,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-03,2026-08-05,,133,250,95278,667111,23546878,24309517,7.475717,0.427075
6a56724b-86b9-46bd-976c-9cd64f1560dc,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-27,2026-08-28,,127,254,143305,467769,23372983,23984311,7.36275,0.421523
4dc92d60-d39d-4559-a37d-981ebc1a983e,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-08,2026-08-08,,160,298,116147,464483,23309816,23890744,7.222292,0.413543
f542ef74-4160-4e22-aadd-405004d3ca24,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-08,2026-08-08,,130,243,125641,569806,22959604,23655294,7.320386,0.418558
bc88dd0c-374d-4bfb-ab3d-c2af7dcddc0b,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-18,2026-08-19,,136,272,114224,438330,22664242,23217068,7.009331,0.401415
01e824ca-9aa6-4cda-866b-1f0569a0c6ef,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-23,2026-08-23,,127,254,128096,295978,22253609,22677937,6.764286,0.388046
0703b0ba-e3d5-4293-8754-9311beafb16c,claude-agent,-workspace-romfastsql,claude-opus-5,2026-08-30T10:14:51.401Z,2026-08-30T13:00:52.210Z,171,159,318,110139,184560,22308028,22603045,6.543528,0.376021
33a91e11-3ee6-4535-8cf9-baf1c979f774,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-01,2026-08-01,,153,289,110557,207056,22190770,22508672,6.546334,0.376052
3e24cb8e-97e2-4b11-8db1-89ac4b1682ec,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-25,2026-08-25,,114,228,145285,312581,22036200,22494294,6.806599,0.390325
776f4cc3-3c77-4940-b614-430b09c89550,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-18,2026-08-18,,150,300,88112,337433,21778379,22204224,6.522898,0.374034
fd852226-7e2a-468a-9e88-54a88f16d1e6,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-22,2026-08-23,,131,262,111951,439015,21640084,22191312,6.733994,0.385535
35c0cd96-48e4-4050-a50a-f329a71394f0,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-01,2026-08-01,,139,2379,103442,213308,21569556,21888685,6.365191,0.36558
fa58ec48-7272-4680-aa94-9f345dc705bd,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-07-29,2026-07-30,,168,4753,139510,1036255,20375332,21555850,7.368842,0.418583
bdfce065-2ea1-45c9-aa79-b356323b8c18,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-27,2026-08-27,,123,246,159876,471909,20063026,20695057,6.580858,0.376326
c4eefd37-ab85-4839-8831-093af8c184a1,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-21,2026-08-21,,103,206,149428,476073,19640579,20266286,6.430824,0.367687
a95261f8-73f0-4763-8749-6d8a825bc5b1,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-03,2026-08-03,,130,244,90860,221114,19949869,20262087,5.896651,0.338565
21bb3e8c-61a5-4750-ad31-a4ae5313ba23,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-11,2026-08-11,,123,230,111443,547146,19412119,20070938,6.303827,0.360096
5376baaa-7de8-4f3f-b408-256f8d1c6e50,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-03,2026-08-03,,109,4993,101882,233667,19432997,19773539,5.834984,0.334865
d621321c-5149-4d0f-a50b-2e5e5fd8d05a,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-28,2026-08-28,,117,234,99770,358853,19012006,19470863,5.884831,0.337054
92745f83-84bc-4e7b-b597-1b1b87bf2c01,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-28,2026-08-28,,163,326,74817,221181,19065110,19361434,5.596233,0.321294
8dbb2561-3750-4015-9120-79f21f4bdae1,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-03,2026-08-03,,105,199,75312,498950,18497347,19071808,5.839492,0.333724
5af97010-36ce-4265-8bce-ff52bc7c9b1c,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-03,2026-08-03,,159,305,86937,604212,18197053,18888507,5.96008,0.340029
c0b98af7-c283-4432-afd7-232afa7ee6f9,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-31,2026-08-31,,101,202,121447,529315,17535561,18186525,5.834936,0.333109
59793de8-91d4-442d-985a-3dc91e89143b,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-02,2026-08-02,,117,254,76443,194663,17663465,17934825,5.201734,0.298681
1d1b6607-5a9f-43fc-ad65-31661ec630dc,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-24,2026-08-24,,101,202,110083,274126,17544995,17929406,5.430123,0.31127
2545956e-665c-4bce-9ea9-92a6aeba0685,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-07,2026-08-07,,131,250,72118,348249,17252291,17672908,5.290813,0.302951
17c189c9-819e-4618-9dfb-a2b55c6f3b62,claude-agent,-workspace-romfastsql,claude-opus-5,2026-08-31T22:17:26.111Z,2026-09-01T07:21:40.284Z,136,134,268,103024,299133,17041451,17443876,5.303244,0.303833
0e3ca774-7785-47a3-9a12-68b2b0242843,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-02,2026-08-02,,112,212,69969,489003,16548901,17108085,5.295479,0.302417
ae7c0c7a-7645-4f98-9e67-0cdcc7b2a71c,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-03,2026-08-03,,107,204,51335,216874,16447073,16715486,4.806022,0.275821
22b8cd2a-7f1c-4d41-9d15-c48f96dfcb12,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-08,2026-08-09,,99,188,72922,358842,15078067,15510019,4.743796,0.271329
b2c05c08-e23c-4bb0-bb93-3b5669159b3e,LENOVO-AIO-BIRO,(windows),claude-sonnet-5,2026-08-02,2026-08-03,,120,240,53664,258802,14724149,15036855,4.427059,0.253706
2321489c-3ab5-4652-ae1e-1ca31a32d005,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-02,2026-08-03,,100,185,95428,413985,14300078,14809676,4.717741,0.269421
b60d487c-15f7-48fd-bce1-e61311595a83,LENOVO-AIO-BIRO,(windows),claude-opus-5|claude-sonnet-5,2026-08-03,2026-08-03,,129,247,53053,216837,14475388,14745525,4.300952,0.246675
c6760153-692b-4762-a283-230cee832b21,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-10,2026-08-11,,114,212,88889,299508,14186271,14574880,4.49915,0.257495
6a9c735d-342c-41db-a5b2-a4e5fc476274,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-02,2026-08-02,,99,189,59969,182525,14201368,14444051,4.212019,0.241716
e2eeaf63-62de-4aad-80d1-45234b4858d2,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-09,2026-08-09,,75,2782,89273,559764,12984420,13636239,4.556315,0.259275
ddb2fdb0-eed3-43eb-80fa-08f955ea6a6c,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-20,2026-08-20,,97,194,90008,141135,12387059,12618396,3.814531,0.218908
d6f2fff7-fc51-49d8-9246-09b6bc600cc7,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-29,2026-08-29,,81,162,120507,203935,11797618,12122222,3.883347,0.222398
79c081c4-5f32-4341-87d3-fc1ff421a094,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-21,2026-08-21,,91,182,64818,187194,11814482,12066676,3.619291,0.207475
4f356a51-9c28-4128-8b66-2e64aa6ffa04,claude-agent,-workspace-romfastsql,claude-opus-5,2026-08-31T07:22:01.033Z,2026-08-31T09:04:31.140Z,100,98,196,51483,299144,11076599,11427422,3.525517,0.20147
bb4f676e-8f5c-4e1e-9bd7-5159452c80f2,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-20,2026-08-20,,78,156,77660,380238,10782387,11240441,3.677676,0.20968
09a22196-5477-40e3-94e6-bb39e455d193,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-06,2026-08-06,,83,157,53458,188329,10642339,10884283,3.266104,0.187136
90d2e591-4c9d-4885-9fe4-ca1f48b9792b,claude-agent,-workspace-romfastsql,claude-opus-5,2026-08-30T10:18:47.698Z,2026-08-30T12:43:20.751Z,75,72,144,99181,345546,9555600,10000471,3.404818,0.194056
a97f31cc-8e43-45f7-88b8-4ffb09542fcb,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-28,2026-08-28,,74,148,88510,209175,9553706,9851539,3.16646,0.181132
84998855-272e-47ff-9cf9-9a5f6aff2591,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-25,2026-08-25,,67,134,73858,510238,9035953,9620183,3.388844,0.192282
ba62a027-565b-4a3d-a421-ce622fdd8583,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-27,2026-08-27,,77,154,72236,134377,9361265,9568032,2.940111,0.168568
743c3d33-7a11-40ec-933f-209d41a3b688,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-27,2026-08-27,,82,164,61203,125880,9161902,9349149,2.827849,0.162183
78b48870-f797-445e-891c-70af90b5d037,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-20,2026-08-20,,72,144,45231,133952,8999398,9178725,2.726594,0.156356
c9a698ef-c711-49d5-b674-9858d86776f9,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-05,2026-08-06,,74,579,76899,340956,8756493,9174927,3.093193,0.176187
13d99583-e842-4f78-8e1a-820f844b13d9,moltbot,-home-moltbot-echo-core,claude-opus-5,2026-08-31T21:28:39.456Z,2026-08-31T22:05:21.704Z,89,76,223,72270,162157,8662883,8897533,2.79767,0.160189
bc692637-0751-4105-9781-23eba189df8a,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-11,2026-08-11,,62,118,43015,180062,8647812,8871007,2.689949,0.153984
9abc9f3c-66cb-4c0d-a5df-2427d2fef307,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-04T16:37:15.037Z,2026-08-05T19:36:45.834Z,83,82,164,42007,337712,8425219,8805102,2.848414,0.162221
1c41cd78-0c42-46f8-b6c7-558a756c50ba,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-05,2026-08-05,,69,131,26859,133113,8532268,8692371,2.523111,0.144692
1d7e452e-1c1d-487f-84e0-4bda0e0b8632,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-10,2026-08-10,,55,101,102867,295625,7870850,8269443,2.913052,0.165959
be1306c7-275c-4865-ab54-129ef0cf0cf3,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-28,2026-08-28,,72,144,57762,127151,8027568,8212625,2.519533,0.144401
b734877f-ba05-453d-965a-6f29bf1566c8,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-29T06:01:52.195Z,2026-08-29T12:42:35.892Z,69,65,130,56955,365563,7785000,8207648,2.786672,0.158441
f84e6cf7-2a24-469d-8254-d2a199a6f388,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-03,2026-08-03,,73,137,47344,117948,7350356,7515785,2.284725,0.130948
64436924-1112-4160-a7e2-cbdac2b3ed80,moltbot,-home-moltbot-echo-core,claude-opus-5,2026-08-23T14:39:03.975Z,2026-08-23T14:53:13.303Z,73,67,134,32281,128400,6406045,6566860,1.987556,0.113801
2c588873-b5bf-43f3-bfb2-93f73d31204b,claude-agent,-workspace-claude-agent,claude-sonnet-5,2026-08-31T15:19:57.887Z,2026-08-31T15:43:03.255Z,75,57,114,39356,163368,6184261,6387099,2.009949,0.114864
43dfbb00-f432-43db-80c9-d54d2956cb65,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-24,2026-08-24,,56,112,37830,151711,5928006,6117659,1.920286,0.109764
b4844eb2-124e-49de-8f0f-3d328f0270e0,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-03,2026-08-03,,62,117,19688,124094,5699624,5843523,1.742425,0.099732
dd27ec43-7504-4abc-923a-d1f9febb4671,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-19,2026-08-19,,66,132,43646,90465,5687236,5821479,1.79756,0.103015
bbf322ad-576e-47cb-8d16-a7cdd3961c2b,claude-agent,-workspace-romfastsql,claude-opus-5,2026-08-30T06:40:40.215Z,2026-08-30T10:14:51.395Z,54,42,84,83252,441867,5178164,5703367,2.331363,0.131632
b3ab3ede-7652-4220-9232-456cb3cdf65b,claude-agent,-workspace-romfastsql,claude-sonnet-5,2026-08-17T10:19:55.477Z,2026-08-22T08:44:27.646Z,59,58,116,27017,130421,5315992,5473546,1.683785,0.096284
06906467-259c-46fb-ae97-8c7911cfaef1,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-22T09:00:06.674Z,2026-08-22T10:28:51.940Z,64,58,116,51320,351910,5063596,5466942,2.035179,0.115186
6485bc1f-b2e7-4da6-b8e7-87a32f702d44,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-21,2026-08-21,,52,104,22351,118499,4954056,5095010,1.552443,0.088794
16e6c387-2fce-41f9-8ba0-e8d4f3bf58d5,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-02,2026-08-02,,55,105,30645,114130,4569590,4714470,1.48286,0.084773
0a204a49-9f8f-478f-8f4f-4af863a28018,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-20,2026-08-20,,49,98,25042,111523,4416309,4552972,1.414695,0.080877
baa7a611-516f-44bd-8734-4b6076517b59,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-21,2026-08-21,,44,88,27651,90083,4387268,4505090,1.388593,0.079485
addf74bd-71e9-4357-8ada-576fab4bfe1f,claude-agent,-workspace-claude-agent,claude-sonnet-5,2026-08-30T17:03:46.090Z,2026-08-30T20:56:39.337Z,51,64,128,21882,226748,3836723,4085481,1.411455,0.080037
cc7bad1b-5aeb-4ae5-abe2-d472d0bc10c9,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-23T08:16:55.763Z,2026-08-23T08:58:04.425Z,53,44,88,43122,265682,3731819,4040711,1.532088,0.086691
6f907f83-ec48-4ec4-b1f3-af959be488c6,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-02,2026-08-02,,51,96,21568,67578,3949351,4038593,1.216474,0.069708
46b184aa-651b-4ff8-a8e4-7d07f1e1929b,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-31,2026-08-31,,39,78,34833,126323,3375213,3536447,1.207782,0.068817
e153a941-79ed-4c2b-842a-1cdb4971f49b,LENOVO-AIO-BIRO,(windows),claude-sonnet-5,2026-08-29,2026-08-29,,30,60,50907,162253,3321397,3534617,1.314792,0.074721
04b0c167-76a1-42d7-9a85-8f8daeb74f35,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-03,2026-08-03,,40,1101,23902,107685,3338188,3470876,1.125398,0.064207
24a83052-896d-46c6-a9b4-cd79e927fd60,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-29T13:37:49.601Z,2026-08-29T14:41:55.528Z,43,41,82,25889,104343,3182035,3312349,1.087436,0.062035
252e5bce-cb84-4fcb-8db1-08f4981c1dd9,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-26T18:03:03.193Z,2026-08-27T17:52:13.672Z,46,45,90,18582,260871,3016113,3295656,1.231296,0.069459
662f5bc9-89e5-4ba6-8d2e-9ac85a0efe23,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-02,2026-08-02,,40,77,18834,66247,3030858,3116016,0.963746,0.055146
16df0f17-2f8f-4e3b-9d13-383797f412e5,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-07,2026-08-07,,28,52,21267,123976,2952330,3097625,1.03482,0.058904
6958275e-f99c-47ec-b269-4a4b7f365129,claude-agent,-workspace-romfastsql,claude-opus-5,2026-08-30T10:17:30.593Z,2026-08-30T10:32:54.518Z,34,33,66,55821,150047,2783581,2989515,1.179502,0.066967
b28910c8-91a8-4730-a9c9-6b775397d636,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-20,2026-08-20,,33,66,22381,106471,2850995,2979913,0.988887,0.05635
f1421632-2724-449e-a601-c3d4dd87368d,claude-agent,-workspace-romfastsql,claude-opus-5,2026-08-30T10:18:10.339Z,2026-08-30T10:30:42.044Z,34,31,62,51454,136996,2712982,2901494,1.123654,0.063838
a997eb7a-c655-4d62-80d2-9bded4f63f7a,LENOVO-AIO-BIRO,(windows),claude-sonnet-5,2026-08-02,2026-08-02,,51,1044,10573,242661,2611311,2865589,1.066649,0.060091
8c46cf47-089c-4516-8754-af9915c3660d,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-24,2026-08-24,,35,70,16835,93509,2753309,2863723,0.920945,0.052527
fd1404d8-964d-47fb-8b2a-1caabad3acf7,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-08,2026-08-08,,35,65,23883,71333,2667119,2762400,0.898493,0.051332
8e5baa9d-136d-47ae-adf5-ca7977ba8805,LENOVO-AIO-BIRO,(windows),claude-sonnet-5,2026-08-24,2026-08-24,,27,54,24362,194590,2540309,2759315,1.040175,0.058793
591d9682-5abf-4461-a10b-2849d2f18045,claude-agent,-workspace-romfastsql,claude-opus-5,2026-08-30T10:31:39.358Z,2026-08-30T10:41:21.947Z,32,26,52,40530,139322,2530572,2710476,1.031404,0.058544
07bd335a-6ce9-486e-a6e7-1510683500b2,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-05,2026-08-05,,36,68,22351,145062,2392162,2559643,0.923489,0.052355
68911603-e91b-415c-833d-556a2f4c3cf2,claude-agent,-workspace-romfastsql,claude-opus-5,2026-08-30T12:13:49.599Z,2026-08-30T12:22:13.601Z,29,27,54,33785,157351,2236584,2427774,0.950533,0.0538
9b50c3b5-6b72-442d-bd10-8b8e378be1d7,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-25,2026-08-25,,27,54,41572,113186,2266554,2421366,0.930757,0.052884
a9cffe35-4b2b-46bd-bc6a-5b10f6ebbdf4,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-29T12:44:22.917Z,2026-08-29T13:31:52.979Z,33,33,66,12424,114709,2106958,2234157,0.76316,0.043318
cca35761-2bf5-4554-895f-ffbbf7096f13,claude-agent,-workspace-romfastsql,claude-opus-5,2026-09-01T07:21:40.290Z,2026-09-01T07:50:24.336Z,36,34,68,16942,55838,2150439,2223287,0.711927,0.040685
db1206c9-7660-4b19-bd3b-07e426b6fc49,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-02,2026-08-02,,28,470,11902,62696,2148077,2223145,0.699301,0.039934
7a972409-bd2d-498b-813a-405b6631a328,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-20,2026-08-20,,27,54,14724,90178,2050154,2155110,0.72415,0.041201
0cc83dfa-a24c-4e69-8900-f8f2adf0291d,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-01,2026-08-01,,31,190,34112,98697,2020394,2153393,0.813837,0.04625
31f7bb5a-c51e-4151-8806-8eb74679f245,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-20,2026-08-20,,29,58,15394,58650,2065581,2139683,0.686976,0.039235
527b7f7d-6e14-4968-bfcf-c4fce07e130d,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-11,2026-08-11,,28,53,24711,93504,2016069,2134337,0.763886,0.043436
d29dac40-f042-4ec8-8352-0d6fe99611b9,claude-agent,-workspace-romfastsql,claude-opus-5,2026-08-30T14:28:27.455Z,2026-08-31T06:30:28.033Z,34,32,64,10306,137095,1751301,1898766,0.692707,0.039133
2f248321-3a86-4312-87f8-d805beefa5e8,claude-agent,-workspace-claude-agent,claude-opus-5|claude-sonnet-5,2026-08-31T17:51:13.105Z,2026-08-31T17:56:16.338Z,29,35,70,12346,83267,1736043,1831726,0.622365,0.035377
34189546-00c0-430d-9610-762f8b393e29,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-20,2026-08-20,,24,48,11688,85631,1707016,1804383,0.615202,0.034953
3ae7d7c8-5c2f-42f0-94cc-414751cfc3c2,LENOVO-AIO-BIRO,(windows),claude-sonnet-5,2026-08-20,2026-08-20,,21,42,8605,83801,1535967,1628415,0.554594,0.031479
37787275-9ca7-41a9-9285-bb24545f8687,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-03,2026-08-03,,22,42,14956,80423,1397571,1492992,0.541826,0.030737
d3319d8d-dad8-41eb-9cda-33485311897c,moltbot,-home-moltbot-echo-core,claude-opus-5,2026-08-31T22:05:29.603Z,2026-08-31T22:13:23.117Z,26,21,42,9260,44151,1369800,1423253,0.458762,0.026176
a7472674-3676-4370-93dc-ee872d4d4f0b,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-07,2026-08-07,,22,42,14642,80492,1327642,1422818,0.522359,0.029615
80282a08-97d9-4422-ada1-4441f0009dee,LENOVO-AIO-BIRO,(windows),claude-sonnet-5,2026-08-29,2026-08-29,,18,36,9734,85994,1307492,1403256,0.50322,0.028498
1ded898d-91df-4f34-8f3b-d2b9e15d4b2d,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-07T11:58:14.584Z,2026-08-09T18:08:12.343Z,29,25,50,4839,156040,1234070,1394999,0.560676,0.031428
c48000e5-242f-4555-a07e-d8e72cb89139,LENOVO-AIO-BIRO,(windows),claude-sonnet-5,2026-08-24,2026-08-24,,17,34,7953,94626,1291126,1393739,0.50321,0.028455
97c7c6b3-66f1-412f-82b3-f646f7f34a54,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-26T18:00:01.392Z,2026-08-26T18:02:21.455Z,21,21,42,7438,67514,1211949,1286943,0.442412,0.025105
b39e388a-1fe1-4125-a8c2-e4e7ba69fbae,LENOVO-AIO-BIRO,(windows),claude-sonnet-5,2026-08-24,2026-08-24,,15,30,3166,91116,1150207,1244519,0.440589,0.024881
661b952d-f4f3-42d0-bebb-68a9f467e762,claude-agent,-workspace-romfastsql,claude-opus-5,2026-08-31T21:11:57.183Z,2026-08-31T21:15:40.045Z,24,23,46,8441,58931,1128905,1196323,0.413224,0.023467
8eb0a511-9853-468f-b2b7-d56658557d8a,claude-agent,-workspace-claude-agent,claude-sonnet-5,2026-08-30T12:33:30.227Z,2026-08-30T12:38:04.344Z,21,21,42,9456,41226,1136632,1187356,0.394906,0.022509
ac92d43f-2545-4d49-851f-4eb01f3138a3,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-31T13:14:34.010Z,2026-08-31T13:17:53.873Z,16,16,32,5321,58968,1026841,1091162,0.372991,0.021158
6ec1bfde-87a5-4d21-a9e1-77213fe33737,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-09T17:55:37.305Z,2026-08-09T18:03:16.855Z,15,14,27,5752,132806,938225,1076810,0.455213,0.025474
df73fa18-e9a4-4324-bd19-9b60933d396c,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-06,2026-08-06,,15,28,8054,45577,906715,960374,0.335031,0.019035
33d62f86-6fbf-4a20-9cad-4a2894ce7b6d,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-22T08:42:03.866Z,2026-08-22T08:44:32.030Z,15,15,30,4292,91775,762963,859060,0.345782,0.019403
5949fa00-fe21-4167-83ef-86a5eeae3bd1,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-31T13:20:44.457Z,2026-08-31T15:18:06.733Z,11,11,22,6474,79088,735654,821238,0.33051,0.018587
2f59b106-2bf4-411c-bd83-59721128dc72,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-04T16:33:44.566Z,2026-08-04T16:35:33.026Z,12,12,24,3187,104724,683529,791464,0.338388,0.018906
8dc3e3b2-1593-4883-b17f-e880a145067d,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-31T13:19:35.526Z,2026-08-31T21:32:12.409Z,15,14,35,3864,150945,628868,783712,0.391879,0.021723
cbc52412-4491-472e-a6b5-abb1bbc1559b,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-27T18:31:56.189Z,2026-08-27T18:34:14.668Z,15,11,22,5295,37233,675604,718154,0.251112,0.014252
6f0eb812-0121-40f5-9e90-da8459b2a720,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-09T18:13:18.598Z,2026-08-09T18:14:32.659Z,11,10,20,4828,38382,589062,632292,0.228162,0.012923
f072f388-8200-45c4-83a2-185a3930a7c4,claude-agent,-workspace-claude-agent,claude-sonnet-5,2026-08-30T13:06:48.623Z,2026-08-30T13:09:08.281Z,16,14,28,4636,18091,598386,621141,0.201345,0.011494
29ddfc1c-b9e1-4e3b-969e-bf60c8fededc,claude-agent,-workspace-romfastsql,claude-opus-5,2026-09-01T07:50:24.342Z,2026-09-01T07:52:08.351Z,14,11,22,4418,36832,571072,612344,0.219514,0.012435
921df788-6107-4606-a72f-79c3bc220c8f,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-02,2026-08-02,,9,17,5060,75192,527619,607888,0.264738,0.01482
ddfe1969-d18f-459a-9a40-793f50101512,LENOVO-AIO-BIRO,(windows),claude-sonnet-5,2026-08-29,2026-08-29,,9,18,5448,68028,518755,592249,0.254112,0.014247
aa2d179f-e529-4027-a4d8-9faa2d74598d,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-30T10:00:01.343Z,2026-08-30T10:01:56.343Z,10,10,20,1485,62217,522087,585809,0.229408,0.01287
91c3d469-f763-4122-b0da-52c1774f2cc1,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-02,2026-08-02,,10,19,4063,33062,545103,582247,0.205917,0.011673
776c569b-45ad-4ed6-910b-f938f419f993,LENOVO-AIO-BIRO,(windows),claude-sonnet-5,2026-08-02,2026-08-02,,9,18,2058,67255,506980,576311,0.235052,0.013165
f9a0f205-f38a-4875-9100-2dac6e9b75d2,LENOVO-AIO-BIRO,(windows),claude-sonnet-5,2026-08-02,2026-08-02,,9,18,5389,61683,466416,533506,0.231361,0.012971
56a8b8bf-b0b3-4460-8b3f-0ebc091e832b,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-01,2026-08-01,,9,18,3767,33641,491144,528570,0.191395,0.010833
0d357c59-bc59-48f8-8ee5-a1f715cbb4e6,LENOVO-AIO-BIRO,(windows),claude-sonnet-5,2026-08-03,2026-08-03,,7,14,7304,77344,417977,502639,0.249113,0.013898
880b74f6-d611-43bf-b49d-9fcd45a3ab53,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-30T18:00:01.334Z,2026-08-30T18:01:55.557Z,8,8,16,1436,64330,414506,480288,0.204174,0.011403
03c9ee6e-988b-4463-83c1-bf9f8a88585a,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-02T10:00:01.313Z,2026-08-02T10:01:28.711Z,9,9,18,1855,54652,420718,477243,0.194087,0.010875
4d64847f-514e-4f2b-b9b2-90c2aca0897c,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-12,2026-08-12,,9,192,7623,62082,377576,447473,0.218895,0.01224
3eed4154-8f06-4231-a4aa-58a47dfc1d76,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-18T11:05:00.211Z,2026-08-19T05:33:34.179Z,8,8,16,1603,90369,348742,440730,0.224265,0.012411
2796df69-5753-4cff-8aa0-685901086cf5,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-29T10:00:01.303Z,2026-08-29T10:03:43.803Z,7,7,14,989,68462,356707,426172,0.192962,0.010734
41ae0eda-b3ea-4223-b417-47f10f4d9452,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-29T05:45:24.857Z,2026-08-29T05:46:29.136Z,6,6,12,2212,75695,332125,410044,0.202075,0.011213
5ca95198-7ef0-49cd-b28b-b10b60ff4cf7,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-24T14:00:00.824Z,2026-08-24T14:00:43.942Z,7,7,14,1427,58600,342137,402178,0.177294,0.009885
c2c8a98b-48b5-4928-92be-ef615e856c2d,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-31T10:00:00.818Z,2026-08-31T10:01:50.713Z,7,7,14,1195,57818,340748,399775,0.174817,0.009747
0d5ad236-4804-41b8-8776-6ee75769b8ee,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-06T06:00:01.079Z,2026-08-06T06:00:23.118Z,7,7,14,1293,54689,314156,370152,0.163954,0.009138
7bcd367f-8401-4c0a-9da2-70302ada6eae,claude-agent,-workspace-escape-builder,claude-opus-5,2026-08-30T06:28:04.409Z,2026-08-30T06:37:04.601Z,11,8,16,1784,18247,347678,367725,0.123814,0.007031
1eaa121c-e706-4bf1-a9e9-035ba70fe572,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-03T14:57:31.909Z,2026-08-03T15:06:20.282Z,6,6,12,3554,61484,284663,349713,0.175744,0.009771
ff5d9904-5f42-4eef-8ccc-baf6bbfe7bf2,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-17T05:18:45.600Z,2026-08-17T05:19:41.202Z,7,7,14,1014,76541,268185,345754,0.181367,0.010018
806379c8-6a3e-4ec6-a774-af9c926cd7eb,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-31T14:00:06.273Z,2026-08-31T14:02:26.872Z,6,6,12,851,23831,319016,343710,0.120069,0.006786
7cf0ab18-39da-40f4-a6a3-2a3ea5c13fb7,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-24T18:00:00.825Z,2026-08-24T18:00:33.795Z,6,6,12,1134,58972,283389,343507,0.161248,0.008958
c419d1c6-1e1d-409f-b049-eabb728f319b,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-23T14:00:01.199Z,2026-08-23T14:00:51.619Z,6,6,12,1951,58336,282668,342967,0.163765,0.009104
41774b56-5060-4759-b753-073fdfd70251,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-30T14:00:01.258Z,2026-08-30T14:02:25.612Z,6,6,12,887,57744,284122,342765,0.158633,0.008815
0975432a-6a4e-4652-9fc4-bab385c1bc7f,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-31T18:00:01.263Z,2026-08-31T18:01:19.162Z,6,6,12,937,57910,283795,342654,0.159,0.008835
bb8c4f9b-b603-46cb-bab0-b5a2cf874cc4,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-28T10:00:01.336Z,2026-08-28T10:00:19.263Z,6,6,12,732,57936,283701,342381,0.15811,0.008785
6baaa3b3-a883-4262-a2ef-477d3850181a,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-24T06:00:01.191Z,2026-08-24T06:00:16.652Z,6,6,12,842,57560,282986,341400,0.157882,0.008773
097bb816-3599-42f0-99c8-a8de72ab9f5d,claude-agent,-workspace-claude-agent,claude-sonnet-5,2026-08-31T17:49:42.154Z,2026-08-31T17:50:21.880Z,8,7,14,2919,30862,296434,330229,0.133143,0.007492
b3dfb613-97b1-43fa-aaf5-3257a3e382a3,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-22,2026-08-22,,5,10,1061,67665,259401,328137,0.166858,0.009232
93c4d966-44cf-4761-91a1-f6bd45b7ed9b,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-09-01T07:26:34.537Z,2026-09-01T07:27:49.266Z,6,6,12,2861,28295,296342,327510,0.129267,0.007283
5293a6e9-cc56-4d9b-9693-e76055201898,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-20T10:00:01.306Z,2026-08-20T10:00:43.982Z,6,6,12,1142,54852,268666,324672,0.151688,0.00843
e6538682-051f-4957-906f-b8b79661b5b1,LENOVO-AIO-BIRO,(windows),claude-sonnet-5,2026-08-28,2026-08-28,,5,10,2001,28421,290333,320765,0.124094,0.006988
d2b32576-3208-454e-986e-ca90a6595af8,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-14T10:00:00.695Z,2026-08-14T10:00:20.725Z,6,6,12,912,55349,263659,319932,0.15007,0.008335
13aafc89-cd9a-4c39-8f39-b613f450b9ac,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-11T10:00:01.173Z,2026-08-11T10:01:25.272Z,6,6,12,1453,56091,261982,319538,0.153053,0.008501
4f16920a-59a3-4c73-ba66-24b3b672404b,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-11T18:00:01.409Z,2026-08-11T18:00:22.372Z,6,6,12,916,53844,261421,316193,0.147398,0.00819
5db5ebb8-c69a-4c1b-85d7-781340c29a3e,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-16T14:00:01.317Z,2026-08-16T14:00:20.035Z,6,6,12,1019,53306,261023,315360,0.146995,0.008169
794b0414-c899-4458-9163-2dedfd666289,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-07T06:00:01.500Z,2026-08-07T06:00:19.740Z,6,6,12,822,52919,259263,313016,0.145129,0.008064
9ef499d4-0db0-4dc8-9d0b-11273dcbd107,LENOVO-AIO-BIRO,(windows),claude-sonnet-5,2026-08-24,2026-08-24,,4,8,8467,82594,218213,309282,0.209633,0.011585
90b7dcab-1ab7-4f40-b53d-eff3381ac2fd,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-27T17:17:16.097Z,2026-08-27T17:17:40.760Z,5,5,10,1242,59398,229012,289662,0.148179,0.008201
51421702-7e64-4249-b5a4-73ca23012f40,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-25T14:00:01.323Z,2026-08-25T14:00:44.108Z,5,5,10,2266,58813,226319,287408,0.151166,0.008373
1cd0b14b-2799-4886-8768-db672599eaae,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-26T14:00:01.815Z,2026-08-26T14:00:35.609Z,5,5,10,1322,58075,227295,286702,0.146233,0.008096
a5f482c4-63b5-452b-9a3e-5a12431a52d8,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-26T10:00:01.360Z,2026-08-26T10:00:29.901Z,5,5,10,996,57863,227025,285894,0.144431,0.007995
b1e942ac-ee78-4917-b039-323257a7f340,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-31T06:00:01.323Z,2026-08-31T06:00:18.719Z,5,5,10,651,57935,227247,285843,0.143072,0.007917
9f410988-8633-4e76-a998-3e1220fa27a0,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-23T18:00:01.602Z,2026-08-23T18:00:29.505Z,5,5,10,903,57722,226788,285423,0.143763,0.007957
42c01fa8-af53-4c24-8182-5d89bb47a09f,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-29T14:00:01.307Z,2026-08-29T14:02:14.570Z,5,5,10,795,23355,261195,285355,0.10412,0.005869
96af93af-39df-4c4d-9aa3-693cd2021424,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-27T18:33:05.232Z,2026-08-27T18:34:08.895Z,5,5,10,2933,34139,246913,283995,0.124911,0.006998
4cf7134a-996a-4aa7-b574-4324f10095d9,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-24T10:00:00.813Z,2026-08-24T10:00:32.961Z,5,5,10,1012,57268,225671,283961,0.143316,0.007934
ccddc815-faec-4217-b4c3-9ec96b0de14b,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-27T06:00:01.280Z,2026-08-27T06:00:17.844Z,5,5,10,762,57184,225999,283955,0.142184,0.00787
6f6565fd-2761-4482-8f67-4c3fbbf078de,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-21,2026-08-21,,5,10,982,57703,225194,283889,0.143669,0.007952
562e7df4-b7e7-459b-894a-7e506a3ee524,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-09,2026-08-09,,5,242,5341,58249,217255,281087,0.161874,0.008981
f38e96bb-701f-494b-99ec-29f741e8bf61,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-03T18:00:00.657Z,2026-08-03T18:00:40.382Z,5,5,10,724,60050,213720,274504,0.142837,0.007891
2048392f-c83b-41e5-a984-2dc776c91738,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-04T06:00:00.708Z,2026-08-04T06:00:14.804Z,5,5,10,662,59998,213660,274330,0.142476,0.007871
f077bf0f-7846-4a14-82d3-16121e42e05d,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-20T15:00:04.021Z,2026-08-20T15:01:00.440Z,5,5,10,3581,31753,237956,273300,0.122093,0.006847
3f9b57fc-0d0e-4028-ab40-5a5f08fc5a50,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-22T06:00:00.759Z,2026-08-22T06:00:13.556Z,5,5,10,635,55448,216270,272363,0.136665,0.007562
afc98d4f-3bf3-4ce0-89a3-86ce299f8478,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-21T18:00:01.268Z,2026-08-21T18:01:13.173Z,5,5,10,686,54754,214918,270368,0.135567,0.007503
7264dec8-6033-44e7-afc1-fd5bf490216a,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-20T18:00:01.222Z,2026-08-20T18:00:18.647Z,5,5,10,787,54664,214433,269894,0.135759,0.007514
b3252404-e603-410a-8eed-07af3d3b6eb9,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-22T14:00:00.796Z,2026-08-22T14:00:18.218Z,5,5,10,652,54636,214529,269827,0.135151,0.007479
e3e7deca-e492-42e2-8480-58f0949603c5,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-22T18:00:00.749Z,2026-08-22T18:00:17.358Z,5,5,10,743,54521,214484,269758,0.135378,0.007493
79420615-e2f8-4947-b04b-d60bfb46f4af,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-21T06:00:01.149Z,2026-08-21T06:00:15.817Z,5,5,10,653,54522,214158,269343,0.134899,0.007466
3014cfc9-a947-440a-9bc3-c8158d5d2e17,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-09T06:00:01.110Z,2026-08-09T06:00:15.964Z,5,5,10,759,55863,210444,267076,0.136277,0.007537
85ca8135-fc64-4727-a2ae-c6ded393733f,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-15T18:00:01.127Z,2026-08-15T18:00:16.360Z,5,5,10,718,54256,209885,264869,0.133702,0.007398
c945ed99-fdef-4445-9386-fbeacec46be4,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-21,2026-08-21,,4,8,787,68231,195199,264225,0.149749,0.008243
0e10d468-ef5a-425a-b538-32d204ed42d4,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-06T17:00:04.241Z,2026-08-06T17:01:12.411Z,5,5,10,3951,30959,228793,263713,0.120227,0.006742
607fc66b-0e5f-442e-ba6a-c7ea35c94938,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-17T14:00:01.024Z,2026-08-17T14:00:18.023Z,5,5,10,756,54103,208814,263683,0.133376,0.00738
5cbe73cb-3a7d-42d3-a455-dcf27ac6ea15,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-13T06:00:01.122Z,2026-08-13T06:00:13.296Z,5,5,10,645,53628,209043,263326,0.132282,0.00732
cbf7fdd5-9ec2-4a22-aec3-9b253e1b5887,moltbot,-home-moltbot-echo-core,claude-haiku-4-5-20251001,2026-08-02T10:00:40.880Z,2026-08-02T10:01:07.705Z,7,7,58,1696,21187,239765,262706,0.099544,0.005614
2d9e0310-7fee-4ddf-b942-e525ffc91080,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-15T10:00:01.209Z,2026-08-15T10:00:14.931Z,5,5,10,567,53324,208327,262228,0.131327,0.007267
a5bc72f9-7790-42c4-a031-87a23dcee78d,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-12T10:00:01.724Z,2026-08-12T10:00:24.324Z,5,5,10,957,53190,207661,261818,0.132683,0.007344
3623de52-e6eb-45c4-bea8-3332fbfb7ca5,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-04T10:00:00.685Z,2026-08-04T10:00:20.665Z,5,5,10,717,53333,207636,261696,0.13182,0.007295
6c3fa617-01dd-45ab-bbd2-28acb1958d42,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-02T14:00:01.280Z,2026-08-02T14:00:25.287Z,5,5,10,722,53331,207577,261640,0.131824,0.007295
ceacecac-7aa0-4470-98ff-254413eb98f3,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-06T14:00:01.403Z,2026-08-06T14:00:26.570Z,5,5,10,703,53302,207600,261615,0.131706,0.007288
f61b334d-be3a-4cd8-b6db-d78e2b8f4a07,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-07T10:00:00.681Z,2026-08-07T10:00:20.002Z,5,5,10,589,53303,207691,261593,0.131229,0.007261
f1962ec6-7c45-432f-b05d-cba27ed33fde,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-06T10:00:01.314Z,2026-08-06T10:00:53.437Z,5,5,10,1402,52909,207197,261518,0.134127,0.007427
482edad1-5269-41a2-9628-dc6d85de81e3,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-06T18:00:01.293Z,2026-08-06T18:00:29.664Z,5,5,10,1113,53312,206916,261351,0.133346,0.007381
5491651a-3fb6-4fb0-bfdf-77a74a65648b,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-07T14:00:00.664Z,2026-08-07T14:00:18.860Z,5,5,10,628,53225,207383,261246,0.131212,0.00726
2f55a3a1-15c2-4685-b8fd-4a9e6daa8c74,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-14T14:00:01.330Z,2026-08-14T14:00:15.327Z,5,5,10,526,52985,207660,261181,0.130499,0.007221
b3ce1e87-a90d-46fc-82d1-ea183b63e04c,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-13T10:00:00.714Z,2026-08-13T10:00:17.031Z,5,5,10,579,52960,207515,261064,0.13066,0.00723
69c1f93e-f090-45bd-aa45-c21dc69372e7,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-12T18:00:01.310Z,2026-08-12T18:00:17.282Z,5,5,10,583,52963,207481,261037,0.130672,0.007231
11910bb8-e574-47f5-a5bd-8bd09de166e1,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-18T10:00:00.722Z,2026-08-18T10:00:15.739Z,5,5,10,566,52946,207459,260981,0.130568,0.007225
b8f4b8cd-d882-498e-946c-e133ddacc50f,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-08T06:00:00.712Z,2026-08-08T06:00:12.432Z,5,5,10,629,52834,206707,260180,0.130493,0.007221
b8eff490-e361-473f-b4d3-d95987fcc9c0,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-02T06:00:01.079Z,2026-08-02T06:00:16.465Z,5,5,10,684,52772,206525,259991,0.130601,0.007228
c70d9227-69f5-4375-8df8-3f34f90d1f0f,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-10T06:00:01.163Z,2026-08-10T06:00:17.675Z,5,5,10,642,52730,206393,259775,0.130323,0.007212
9cd1dd30-3336-4ce6-8233-dee7561c58a6,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-09-01T06:00:00.813Z,2026-09-01T06:00:18.790Z,5,5,10,821,52172,204596,257599,0.129862,0.007188
aaac5b3e-bd06-4064-af2a-d28203e41e74,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-23T07:41:51.239Z,2026-08-23T07:42:13.276Z,4,4,8,906,62086,171180,234180,0.135425,0.007451
fc088cfd-6fe5-428b-8fcc-45c9404b9f8c,moltbot,-home-moltbot-echo-core,claude-haiku-4-5-20251001,2026-08-11T10:00:41.084Z,2026-08-11T10:01:10.356Z,6,6,50,1782,24103,207161,233096,0.095517,0.005364
1841f48c-63d8-4077-8911-d9fe27949c0f,moltbot,-home-moltbot-echo-core,claude-haiku-4-5-20251001,2026-08-20T10:00:18.028Z,2026-08-20T10:00:35.754Z,6,6,50,848,22813,209272,232983,0.09015,0.005066
2823244f-4fe0-4dd7-a7c9-b50955efff73,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-25T18:00:01.394Z,2026-08-25T18:00:32.701Z,4,4,8,1244,57918,170037,229207,0.13078,0.007206
e077db12-6251-4ea1-8c11-1444d1e12b29,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-25T10:00:00.870Z,2026-08-25T10:00:31.349Z,4,4,8,985,57210,169481,227684,0.128504,0.00708
fc52cd3b-268f-44e0-87b0-2eef790cb9de,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-27T18:00:01.308Z,2026-08-27T18:00:15.082Z,4,4,8,451,22743,203814,227016,0.086827,0.004876
d2d37288-ef9a-418a-8148-9cfdf33dc368,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-27T14:00:02.155Z,2026-08-27T14:00:16.645Z,4,4,8,525,57102,169284,226919,0.126278,0.006954
636eb6e2-6b57-4bd9-802f-8150dde01d6f,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-25T06:00:00.883Z,2026-08-25T06:00:10.588Z,4,4,8,415,57068,169395,226886,0.125775,0.006925
0356d8a9-ec08-443a-8312-0617048030ab,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-30T06:00:01.259Z,2026-08-30T06:00:10.879Z,4,4,8,481,57058,169200,226747,0.126001,0.006938
b3764be2-5fae-4700-8e0d-891f966204d4,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-28T06:00:01.388Z,2026-08-28T06:00:16.932Z,4,4,8,511,56747,168861,226127,0.125609,0.006917
10f15ebb-dfd2-4625-9bdf-c735db388d60,claude-agent,-workspace-claude-agent,claude-sonnet-5,2026-08-30T12:38:36.392Z,2026-08-30T12:39:15.794Z,6,6,12,1659,20071,204007,225749,0.088458,0.004981
cab5650a-14d7-4913-97fe-7068f95341e3,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-17T06:00:01.237Z,2026-08-17T06:00:11.305Z,4,4,8,552,26359,196421,223340,0.090412,0.005062
41ccf058-7af6-403d-928c-0ebada0cb762,moltbot,-home-moltbot-echo-core,claude-haiku-4-5-20251001,2026-08-06T10:00:16.320Z,2026-08-06T10:00:38.206Z,6,6,50,1365,21530,199243,222188,0.088021,0.004948
0777b44e-961a-4d46-83a2-6b6dbc2738aa,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-19T06:00:00.768Z,2026-08-19T06:00:12.215Z,4,4,8,556,54480,160468,215512,0.120451,0.006633
7bf19cf8-7d4a-48b0-8e44-bfe8df94ab20,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-20T14:00:01.666Z,2026-08-20T14:00:19.199Z,4,4,8,657,54224,160481,215370,0.120541,0.006639
3c91866c-5d5f-4ba8-881e-e86b2c8f0b39,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-19T18:00:01.261Z,2026-08-19T18:00:16.308Z,4,4,8,471,54459,160421,215359,0.120036,0.006609
19f5882c-1adb-4b48-8d0d-78bf69502ba9,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-23T06:00:01.933Z,2026-08-23T06:00:12.279Z,4,4,8,395,54177,160763,215343,0.119395,0.006574
119c5631-d92a-4f39-9e5b-252d0acce6fc,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-19T10:00:00.789Z,2026-08-19T10:00:15.948Z,4,4,8,519,54320,160227,215074,0.120002,0.006608
ee50d51c-6d15-4f9d-b792-53c8d4d5323b,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-19T14:00:01.074Z,2026-08-19T14:00:16.246Z,4,4,8,460,54276,160302,215046,0.1197,0.006591
846f9493-797b-4b51-b76e-48f6012d2a39,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-20T06:00:01.134Z,2026-08-20T06:00:12.119Z,4,4,8,488,53946,159880,214322,0.119252,0.006567
b7154833-4543-4325-92f6-ce21a4a1d4fa,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-13T15:00:04.274Z,2026-08-13T15:00:59.725Z,4,4,8,3513,30574,179477,213572,0.104936,0.005864
525de014-3607-4513-be7b-42f6974b9ee6,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-11T14:00:01.296Z,2026-08-11T14:00:42.521Z,4,4,8,500,53516,155794,209818,0.11764,0.006476
d6b9fb17-7826-4a86-bdd7-77e38d436837,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-16T10:00:01.198Z,2026-08-16T10:00:15.604Z,4,4,8,699,53177,155427,209311,0.117946,0.006495
ad9e3cfb-80be-4b4f-9ae7-c51f23567632,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-13T14:00:00.675Z,2026-08-13T14:00:14.648Z,4,4,8,582,53027,155534,209151,0.117249,0.006456
824aa1bf-ff55-4808-a851-7f47055657e7,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-15T14:00:01.260Z,2026-08-15T14:00:15.638Z,4,4,8,617,53078,155313,209016,0.117417,0.006465
cb9f117a-5771-4225-a1b1-5f9bdfe7b35a,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-15T06:00:01.135Z,2026-08-15T06:00:10.143Z,4,4,8,532,52992,155468,209000,0.116962,0.00644
62fe89a4-bdbb-4fe5-bdfd-12de74dd36c9,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-14T18:00:01.306Z,2026-08-14T18:00:13.726Z,4,4,8,490,52950,155370,208818,0.116693,0.006425
a78eb961-016f-46b9-bca6-e252ef18f3e5,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-17T18:00:01.562Z,2026-08-17T18:00:14.432Z,4,4,8,470,52942,155395,208815,0.116601,0.00642
9ed2ac5e-5abb-4f16-8501-4b3a3b09486c,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-14T06:00:00.738Z,2026-08-14T06:00:10.450Z,4,4,8,473,52933,155372,208786,0.116595,0.006419
7809ad84-ea68-4e8d-b93a-e9f707148890,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-17T10:00:01.298Z,2026-08-17T10:00:14.738Z,4,4,8,536,52942,155249,208735,0.116853,0.006434
7db6bec0-390d-44ff-81dd-17647efbf140,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-16T18:00:01.161Z,2026-08-16T18:00:13.733Z,4,4,8,563,52934,155195,208700,0.116947,0.006439
ae8286a9-0899-4790-836a-6b4d6e969f2b,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-03T14:00:01.042Z,2026-08-03T14:00:13.818Z,4,4,8,445,53267,154947,208667,0.116829,0.006431
3c5cbf5f-e8bc-4fea-b570-3e9b368fae34,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-16T06:00:01.094Z,2026-08-16T06:00:10.310Z,4,4,8,534,52905,155202,208649,0.11678,0.00643
92abee64-e5ca-4821-9d58-ccaf5cb34daa,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-18T06:00:01.051Z,2026-08-18T06:00:09.488Z,4,4,8,384,52844,155261,208497,0.11605,0.006389
6b661477-8442-479a-8916-de682cc837ae,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-12T14:00:01.296Z,2026-08-12T14:00:12.464Z,4,4,8,369,52829,155244,208450,0.115959,0.006384
e1932b64-56cc-4962-8194-3d233f33fb65,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-05T10:00:01.525Z,2026-08-05T10:00:17.989Z,4,4,8,566,52762,154515,207851,0.116542,0.006417
53a7a99f-e52a-48ce-a80f-30b40227f494,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-10T14:00:01.727Z,2026-08-10T14:01:06.560Z,4,4,8,583,52760,154469,207820,0.116602,0.00642
3ac70708-5be7-4772-8452-ef43e348e9a7,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-09T14:00:01.330Z,2026-08-09T14:00:27.478Z,4,4,8,527,52695,154585,207815,0.116295,0.006403
042eb30a-398f-44e1-ae1e-2f5da1bcebbd,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-10T18:00:01.290Z,2026-08-10T18:00:15.336Z,4,4,8,601,52680,154422,207711,0.116557,0.006418
d4df7096-bf93-4a11-a282-99d4119fef3a,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-07T18:00:00.686Z,2026-08-07T18:00:14.547Z,4,4,8,494,52662,154491,207655,0.116079,0.006391
5c468e28-9a12-45bf-a6c9-f49c5ccd896c,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-04T18:00:01.305Z,2026-08-04T18:00:15.770Z,4,4,8,481,52641,154493,207623,0.115993,0.006386
2394b376-7316-4793-bb3b-243e6635c6e5,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-08T14:00:01.185Z,2026-08-08T14:00:15.464Z,4,4,8,475,52628,154472,207583,0.115943,0.006384
dff31169-ea2d-4bcd-b39c-b430fba828ec,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-02T18:00:01.231Z,2026-08-02T18:00:14.110Z,4,4,8,471,52662,154407,207548,0.115956,0.006384
3e63521e-0f6f-4e8f-989e-97aad69784f9,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-05T18:00:01.252Z,2026-08-05T18:00:15.606Z,4,4,8,544,52635,154298,207485,0.116211,0.006399
826bb2a7-a888-4f30-bcc5-aa07a30e9d60,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-05T06:00:01.133Z,2026-08-05T06:00:14.311Z,4,4,8,546,52623,154274,207451,0.116197,0.006398
ae977b03-9269-4b9e-bc54-23bd69190f70,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-09T10:00:01.320Z,2026-08-09T10:00:13.420Z,4,4,8,461,52558,154267,207294,0.11573,0.006372
4252e3a5-db2b-4862-b7b1-ea33848d77d4,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-04T14:00:00.670Z,2026-08-04T14:00:20.895Z,4,4,8,456,52548,154235,207247,0.115686,0.006369
1296c6bd-846c-4658-ab07-2b31d3784745,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-03T06:00:01.067Z,2026-08-03T06:00:12.327Z,4,4,8,406,52498,154266,207178,0.115404,0.006353
13a18670-def8-4fe2-95dc-9f523e9f5289,claude-agent,-workspace-claude-agent,claude-sonnet-5,2026-08-30T12:42:37.560Z,2026-08-30T12:43:06.679Z,8,5,10,1735,19352,175667,196764,0.080414,0.004521
a20c0c0c-ae6d-43fb-8854-560445781d01,claude-agent,-tmp-pytest-of-claude-pytest-27-test-steering-mid-tur-pe-cli-r0,claude-sonnet-5,2026-08-30T10:28:10.804Z,2026-08-30T10:28:23.095Z,5,5,10,689,20055,161868,182622,0.073208,0.004105
0a3f9f33-b47c-4e1a-ae96-ef02d9839644,claude-agent,-workspace-claude-agent,claude-sonnet-5,2026-08-30T12:09:04.882Z,2026-08-30T12:24:41.574Z,5,5,10,532,17356,160794,178692,0.06846,0.003847
57b5b160-ff22-402a-a134-9c7eef7cedff,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-31T12:23:04.067Z,2026-08-31T12:23:22.707Z,3,3,6,808,58962,112617,172393,0.115391,0.006314
ac221a26-1ac2-4db6-bfb7-27b8332759e6,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-28T14:00:01.716Z,2026-08-28T14:00:23.459Z,3,3,6,797,57006,112835,170644,0.112661,0.006168
3d22eded-9d1c-4caf-911b-2febf2fddda7,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-28T18:00:01.390Z,2026-08-28T18:00:13.024Z,3,3,6,431,57055,112982,170474,0.111157,0.006082
e2c9b296-3ef0-4c94-b5eb-5d190dacc653,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-26T06:00:01.233Z,2026-08-26T06:00:40.374Z,4,3,6,627,56806,112721,170160,0.111603,0.006108
9215df6a-3813-465e-b8ad-df5123f8a444,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-29T06:00:01.283Z,2026-08-29T06:00:13.736Z,3,3,6,464,22431,147041,169942,0.071684,0.004004
684ef8fd-e749-4c39-84a0-c899038744d1,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-22T10:00:00.778Z,2026-08-22T10:00:14.274Z,3,3,6,560,19657,140770,160993,0.066592,0.003726
64787522-2970-412f-b42a-2da644553aec,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-11T10:04:33.639Z,2026-08-11T10:04:53.399Z,3,3,6,560,19469,137191,157226,0.065399,0.003658
556f182c-102e-4239-b613-afec64bc78df,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-13T18:00:00.686Z,2026-08-13T18:00:13.749Z,3,3,6,469,52573,102508,155556,0.102326,0.005598
b539be40-d80b-4633-b6c3-8eb0910dde7e,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-11T06:00:01.095Z,2026-08-11T06:00:09.871Z,3,3,6,365,52350,102468,155189,0.101546,0.005555
005abd4a-ec78-4d0a-aed5-09c25b5e73df,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-12T06:00:01.145Z,2026-08-12T06:00:08.808Z,3,3,6,359,52330,102451,155146,0.101487,0.005552
d36ebbd0-01fd-48b2-b66f-31e6f5895f12,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-03T10:00:01.309Z,2026-08-03T10:00:17.461Z,3,3,6,426,52242,101859,154533,0.101505,0.005553
a41255fe-2408-4367-8527-3468881bd8f3,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-09T18:00:01.322Z,2026-08-09T18:00:07.948Z,3,3,6,341,18493,135486,154326,0.062625,0.003505
c2471c04-1f41-49b7-9d9c-a887eebb32e5,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-08T18:00:01.349Z,2026-08-08T18:00:08.193Z,3,3,6,337,52053,101917,154313,0.100864,0.005517
9a5caa5c-7895-4626-b525-69879b4cd00b,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-08T10:00:00.703Z,2026-08-08T10:00:12.012Z,3,3,6,343,52046,101843,154238,0.100861,0.005517
c187ce45-0b30-4b7a-aee8-63c9527b823e,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-05T14:00:01.414Z,2026-08-05T14:00:09.460Z,3,3,6,371,51954,101839,154170,0.100855,0.005517
b1b7b4a2-d02f-4569-b5a0-684965de205a,LENOVO-AIO-BIRO,(windows),claude-sonnet-5,2026-08-24,2026-08-24,,2,4,552,74207,73891,148654,0.125536,0.006812
7af20b60-db29-46fd-b373-2a1f1470d55c,claude-agent,-workspace-romfastsql,claude-opus-5,2026-08-30T06:38:00.952Z,2026-08-30T06:38:19.664Z,3,3,6,961,24053,109636,134656,0.066416,0.003689
1916ed3a-8b0b-4a2a-9bd9-9a3b1e07f2dc,LENOVO-AIO-BIRO,(windows),claude-opus-5,2026-08-11,2026-08-11,,3,6,725,21112,106939,128782,0.060559,0.003369
37b824a0-f1c7-4f6f-bc47-6fcf3253a300,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-31T13:15:26.199Z,2026-08-31T13:15:35.002Z,2,2,4,479,22505,90396,113384,0.057123,0.003164
9847d5c8-6c4c-4425-8d43-a2194b43c72d,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-29T18:00:02.195Z,2026-08-29T18:00:15.570Z,2,2,4,395,56568,56113,113080,0.095528,0.005183
8037ac69-7453-4dcc-8d91-4cdd97467ab2,claude-agent,-tmp-pytest-of-claude-pytest-25-test-steering-mid-tur-pe-cli-r0,claude-sonnet-5,2026-08-30T10:27:44.142Z,2026-08-30T10:27:51.460Z,3,3,6,208,16269,87985,104468,0.046576,0.002592
4dc7af0e-9105-4edd-8fdb-feba8a96dd22,claude-agent,-tmp,claude-sonnet-5,2026-08-30T12:11:15.813Z,2026-08-30T12:11:32.198Z,3,3,6,348,10686,93334,104374,0.040767,0.002289
a364061a-8c89-40dd-8595-fcb962b6a1f6,claude-agent,-tmp-claude-1000--workspace-romfastsql-bbf322ad-576e-47cb-8d16-a7cdd3961c2b-scratchpad,claude-sonnet-5,2026-08-30T06:56:08.071Z,2026-08-30T06:56:45.111Z,3,3,6,117,10568,93664,104355,0.039671,0.002227
d3481627-9b16-41be-8446-d19d11269a08,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-09-01T07:18:52.618Z,2026-09-01T07:19:28.925Z,2,2,4,1096,78437,18759,98296,0.119517,0.006438
9bde9b92-7c4d-4ede-a071-d0970ce4e4ec,claude-agent,-workspace,claude-sonnet-5,2026-08-30T11:26:18.104Z,2026-08-30T11:28:26.227Z,2,2,4,196,17243,54588,72031,0.039201,0.002161
47383149-8c7b-4589-a24c-b4e8547474e8,claude-agent,-tmp-claude-1000--workspace-romfastsql-bbf322ad-576e-47cb-8d16-a7cdd3961c2b-scratchpad,claude-sonnet-5,2026-08-30T06:55:00.146Z,2026-08-30T06:55:08.841Z,3,2,4,375,16210,53333,69922,0.038216,0.00211
084fc821-0a8c-4fcd-9bea-63b3b16af90b,claude-agent,-tmp-claude-1000--workspace-romfastsql-bbf322ad-576e-47cb-8d16-a7cdd3961c2b-scratchpad-hooktest,claude-sonnet-5,2026-08-30T10:07:48.554Z,2026-08-30T10:08:15.753Z,2,2,4,374,16079,53285,69742,0.038016,0.002099
c4d3281a-1816-44a8-bb9d-2eaf234181f6,claude-agent,-tmp-pytest-of-claude-pytest-28-test-steering-mid-tur-pe-cli-r0,claude-sonnet-5,2026-08-30T10:28:43.459Z,2026-08-30T10:28:52.165Z,3,2,4,348,16068,53318,69738,0.037895,0.002092
fbb4a73a-0001-43c2-a158-6ec704458a14,claude-agent,-tmp-pytest-of-claude-pytest-57-test-steering-mid-tur-pe-cli-r0,claude-sonnet-5,2026-08-30T10:42:56.976Z,2026-08-30T10:43:25.722Z,2,2,4,128,16087,53304,69523,0.03695,0.002038
4f6c32dd-3b07-4ee8-adb0-cec99d3f1055,claude-agent,-tmp-pytest-of-claude-pytest-30-test-steering-mid-tur-pe-cli-r0,claude-sonnet-5,2026-08-30T10:29:06.117Z,2026-08-30T10:29:36.832Z,2,2,4,124,16083,53304,69515,0.036926,0.002037
4e0c7b6c-da7d-4772-acad-c875f86c68f1,claude-agent,-tmp-pytest-of-claude-pytest-58-test-steering-mid-tur-pe-cli-r0,claude-sonnet-5,2026-08-30T10:43:35.637Z,2026-08-30T10:44:07.500Z,2,2,4,124,16083,53304,69515,0.036926,0.002037
3e6f4550-d0c1-42ab-8a70-7b0de27cca2b,claude-agent,-tmp-claude-1000--workspace-romfastsql-bbf322ad-576e-47cb-8d16-a7cdd3961c2b-scratchpad,claude-sonnet-5,2026-08-30T06:55:43.446Z,2026-08-30T06:55:47.628Z,2,2,4,141,10408,58836,69389,0.030495,0.001699
ccc9d47d-b8a6-43b9-abb7-cebf7219dce6,claude-agent,-tmp,claude-sonnet-5,2026-08-30T13:03:59.311Z,2026-08-30T13:04:05.077Z,2,2,4,228,10453,58670,69355,0.030897,0.001721
dfac9353-ae82-437e-8883-6f1410e957a4,claude-agent,-tmp-claude-1000--workspace-romfastsql-9b5e5931-c0d9-434b-b48d-c33ffc5af1d5-scratchpad,claude-sonnet-5,2026-08-30T13:02:02.106Z,2026-08-30T13:02:07.161Z,2,2,4,166,15893,53262,69325,0.036834,0.002033
4826d8e7-e5c5-476f-9075-dc7ac86f8336,claude-agent,-tmp,claude-sonnet-5,2026-08-30T12:10:42.411Z,2026-08-30T12:10:49.163Z,2,2,4,182,15884,53139,69209,0.03686,0.002034
2f123807-e311-4c82-b267-2c0a06b24652,claude-agent,-tmp-pytest-of-claude-pytest-27-test-tur-simplu-pe-cli-real0,claude-sonnet-5,2026-08-30T10:28:24.644Z,2026-08-30T10:28:28.629Z,2,2,4,12,15741,53198,68955,0.035927,0.001982
e608f5c4-bcb4-4dd7-9733-388a72c17a73,claude-agent,-tmp-pytest-of-claude-pytest-28-test-tur-simplu-pe-cli-real0,claude-sonnet-5,2026-08-30T10:28:53.669Z,2026-08-30T10:28:57.221Z,2,2,4,12,15741,53198,68955,0.035927,0.001982
dc09297c-6ddc-45c4-ad01-c6ee1466c6a2,claude-agent,-tmp-pytest-of-claude-pytest-30-test-tur-simplu-pe-cli-real0,claude-sonnet-5,2026-08-30T10:29:38.175Z,2026-08-30T10:29:42.518Z,2,2,4,12,15741,53198,68955,0.035927,0.001982
ebbe3648-70aa-46f1-b2bd-93c7d6514797,claude-agent,-tmp-pytest-of-claude-pytest-57-test-tur-simplu-pe-cli-real0,claude-sonnet-5,2026-08-30T10:43:27.033Z,2026-08-30T10:43:31.274Z,2,2,4,12,15741,53198,68955,0.035927,0.001982
85f50f23-309c-4708-bc32-483931238b21,claude-agent,-tmp-pytest-of-claude-pytest-58-test-tur-simplu-pe-cli-real0,claude-sonnet-5,2026-08-30T10:44:08.788Z,2026-08-30T10:44:13.381Z,2,2,4,12,15741,53198,68955,0.035927,0.001982
35f87591-02a7-47be-b175-aceff0674f25,claude-agent,-tmp-pytest-of-claude-pytest-25-test-tur-simplu-pe-cli-real0,claude-sonnet-5,2026-08-30T10:27:52.910Z,2026-08-30T10:27:56.342Z,2,2,4,12,15841,52130,67987,0.03579,0.001973
77c51592-888e-4ed7-859e-f8522641f817,LENOVO-AIO-BIRO,(windows),claude-sonnet-5,2026-08-02,2026-08-02,,1,2,978,65003,0,65983,0.09531,0.00512
8f5829d1-e490-4b2c-95b5-30a8bd6d5d15,LENOVO-AIO-BIRO,(windows),claude-sonnet-5,2026-08-02,2026-08-02,,1,2,127,65185,0,65314,0.091821,0.004921
ab0c5a80-0942-4555-82f0-ba32638b282b,LENOVO-AIO-BIRO,(windows),claude-sonnet-5,2026-08-29,2026-08-29,,1,2,50,61253,0,61305,0.085977,0.004607
b77e137b-2ece-4ab5-9b1d-eada2fe10e15,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-21T14:00:01.443Z,2026-08-21T14:00:06.756Z,2,1,2,119,52677,0,52798,0.074274,0.003981
1c5eb77b-1839-4b32-a8bd-200a3fd27c70,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-09-01T06:13:06.559Z,2026-09-01T06:13:10.014Z,1,1,2,19,21996,28463,50480,0.038281,0.002082
2a506efb-c55c-49d4-a676-57a725f29d2c,moltbot,-home-moltbot-echo-core,claude-sonnet-5,2026-08-18T10:53:20.885Z,2026-08-18T10:53:30.395Z,1,1,2,487,25003,24201,49693,0.043442,0.00236
ab9ea4c6-be5f-4e66-a983-acde42f00328,claude-agent,-tmp-claude-1000--workspace-romfastsql-bbf322ad-576e-47cb-8d16-a7cdd3961c2b-scratchpad,claude-opus-5,2026-08-30T06:54:36.946Z,2026-08-30T06:54:42.468Z,2,2,4,199,13197,33535,46935,0.028076,0.001543
3dacd06c-70ca-4ed0-a521-20c09fabf5de,claude-agent,-workspace-claude-agent,claude-sonnet-5,2026-09-01T07:30:47.808Z,2026-09-01T07:31:01.290Z,1,1,2,604,21708,18759,41073,0.037929,0.002061
310b00c9-ba22-4d92-8d11-425e86b983ff,claude-agent,-workspace-claude-agent,claude-sonnet-5,2026-08-31T15:52:56.009Z,2026-08-31T15:53:03.225Z,1,1,2,270,20732,18759,39763,0.035093,0.001904
3a44763d-cc6d-4653-a514-a64d5b11d234,claude-agent,-workspace-claude-agent,claude-sonnet-5,2026-08-31T15:53:09.404Z,2026-08-31T15:53:14.032Z,1,1,2,168,15062,24414,39646,0.028176,0.001538
61114070-8296-4e2f-9b76-9997ec032ec1,claude-agent,-workspace-atm,claude-sonnet-5,2026-08-30T07:35:06.846Z,2026-08-30T07:35:09.442Z,1,1,2,4,17687,18759,36452,0.02966,0.001609
c60f6db5-ffa6-4ce6-8812-684b377bb537,claude-agent,-tmp,claude-sonnet-5,2026-08-30T12:10:58.834Z,2026-08-30T12:11:04.682Z,1,1,2,168,10183,24237,34590,0.0213,0.001169
d3bd992f-fde9-4ad0-9b47-0f56d57db6c2,claude-agent,-tmp-claude-1000--workspace-romfastsql-ec83f487-634d-41ac-9448-a5979a8b7ed0-scratchpad,claude-sonnet-5,2026-08-31T17:41:09.651Z,2026-08-31T17:41:13.041Z,1,1,2,49,15733,18759,34543,0.027122,0.001474
e871b476-4824-4adc-a5e8-aca4a2a4f700,claude-agent,-tmp-claude-1000--workspace-romfastsql-bbf322ad-576e-47cb-8d16-a7cdd3961c2b-scratchpad,claude-sonnet-5,2026-08-30T06:57:16.521Z,2026-08-30T06:57:19.694Z,1,1,2,5,10125,24340,34472,0.020528,0.001126
34a9eddc-8b82-4f0a-9d00-1e47168c97ae,claude-agent,-tmp-claude-1000--workspace-romfastsql-bbf322ad-576e-47cb-8d16-a7cdd3961c2b-scratchpad,claude-sonnet-5,2026-08-30T08:59:31.878Z,2026-08-30T08:59:34.075Z,1,1,2,4,15703,18759,34468,0.026882,0.00146
1 session_id machine project models first_ts last_ts user_turns assistant_turns input_tokens output_tokens cache_creation_tokens cache_read_tokens total_tokens cost_glm53_usd cost_glm53flash_promo_usd
2 5749440c-6359-43e8-a21b-34d962e88857 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-21 2026-08-22 1349 2698 189775 3281314 359479512 362953299 98.8973 5.685937
3 b9bf6dd3-8967-45c9-8f15-dcdaabdcafe9 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-31 2026-08-31 1223 2446 99246 3761678 268344600 272207970 75.476052 4.33229
4 64580820-2400-4a08-9805-cd836d5bfea0 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-09 2026-08-09 1132 21014 178972 3977463 265283432 269460881 75.359037 4.32388
5 285a5217-5c09-4e05-bcfc-826247c4f5e4 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-08 2026-08-08 833 28614 172002 4789597 242234541 247224754 70.483285 4.037884
6 fd53516c-6d20-4100-adbd-5546ecf94d5f LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-22 2026-08-23 804 1608 174534 4810487 197230477 202217106 58.784807 3.362998
7 32e8fc2b-5e34-4117-8280-bc14c3ced9c9 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-22 2026-08-22 752 1504 152348 3607421 181339874 185101147 52.871193 3.028854
8 ff8eb270-208a-4feb-9900-38ed5f12aa08 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-23 2026-08-24 691 1382 195179 1822005 176855132 178873698 49.393864 2.838376
9 259bd1d3-5a75-4a52-b38c-d35e68920759 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-23 2026-08-23 888 1776 170054 5679125 170964354 176815309 53.152231 3.033046
10 5406672c-9ea6-4485-a9df-dba23ed860cf LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-10 2026-08-10 784 1558 121705 3541951 170366571 174031785 49.791723 2.851688
11 6c6f2a04-8de2-49af-bee4-c8723dd9157a LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-07-29 2026-07-30 677 1774 191120 6905512 164552178 171650584 53.294695 3.034109
12 3b9e89da-52ea-4922-9126-03d169a1ba1b LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-27 2026-08-27 728 1456 113420 3109135 163398073 166622084 47.337374 2.71262
13 5e2c5e6f-f290-4448-988c-c5054305b7e0 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-07 2026-08-08 851 4409 173350 3575893 162713215 166466867 48.080599 2.752558
14 f029c477-1c7c-4f6c-ae11-134c14043fac LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-23 2026-08-23 912 1824 190397 2253633 161673708 164119562 46.030551 2.641864
15 92a12c3c-a16f-4966-8057-0c86048fada8 LENOVO-AIO-BIRO (windows) claude-fable-5 2026-08-21 2026-08-21 876 1952 169330 4221754 150831426 155224462 45.874411 2.621582
16 d9656c6d-2f9f-42ad-af0c-eab07bb7800b LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-01 2026-08-01 488 964 118698 2984487 149687726 152791875 43.620711 2.498899
17 c928481c-50f1-4003-baae-011ac7d75007 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-03 2026-08-03 612 6431 141749 5826166 146376505 152350851 46.847223 2.66853
18 8fea11e2-ebea-489f-8c53-e3c14d90dd60 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-30 2026-08-30 892 1784 107072 3772929 144700979 148582764 43.37797 2.480386
19 392f9a0a-bdc4-4f1a-bf27-93efb80d8094 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-09 2026-08-09 930 13684 199737 4599506 138825445 143638372 43.431925 2.478305
20 3ffa20b3-137e-4eac-91f4-f60a2af6f63d LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-27 2026-08-27 739 1478 111259 4833522 136310465 141256724 42.699261 2.435097
21 f2e71793-0340-4e4b-9c26-061670395c4f LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-06 2026-08-06 725 15486 203974 3263749 129017219 132500428 39.032892 2.232194
22 f581d50f-4318-4836-b44b-d0731bb48d44 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-07 2026-08-07 589 1163 169964 5569165 126278399 132018691 41.378685 2.354442
23 6d96f074-6f95-4d22-be48-8fc6d6277df7 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-29 2026-08-30 1057 2114 148598 4256349 127610855 132017916 39.794502 2.270697
24 0fb9dcd1-fae4-49e6-9cdf-bf3d6095700b LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-07 2026-08-07 498 977 178238 7882555 122062184 130123954 43.55736 2.466757
25 cc26211c-f20a-4743-a5b4-de97ed288667 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-08 2026-08-08 699 7836 184895 3760981 122610956 126564668 37.96873 2.168049
26 2679275b-7aa9-494f-9bf8-3b03faac3b27 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-29 2026-08-29 888 1776 147638 3724265 122560883 126434562 37.731894 2.154776
27 3755b558-31e2-407c-b0e7-54e7be635ea6 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-03 2026-08-03 727 3580 161618 4588402 118803620 123557220 38.028835 2.166857
28 4ae3fa68-ec82-449d-af97-fe5c6e956a38 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-09-01 2026-09-01 707 1414 108475 1923510 120044966 122078365 34.383875 1.972163
29 afe798a8-7a44-4508-92dd-8944e482ad4b LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-31 2026-08-31 512 1024 77912 4033303 112834088 116946327 35.327733 2.014564
30 ea0ed10f-2f5a-4fad-b2ef-b67385aa9ad8 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-09 2026-08-09 635 7484 121803 2882768 112135255 115147310 33.737452 1.929248
31 77b46e5c-1d05-4f4d-a650-a011c7eb4583 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-22 2026-08-22 821 1642 153392 2425938 111874230 114455202 33.160837 1.89853
32 712c14e9-1afe-4e39-b4f0-c4dfd01c38c0 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-06 2026-08-06 657 5078 144384 5560461 108122438 113832361 36.538878 2.075348
33 e8535a1b-b4c7-49f4-ac69-fe5f7ef3e44b LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-22 2026-08-22 546 1092 213287 3401917 109495792 113112088 34.171581 1.950984
34 8ccc51e1-989c-44a0-a744-75a07dcbbf09 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-05 2026-08-06 750 1552 163769 4403226 107072364 111640911 34.726087 1.977386
35 ad313a55-c57f-4023-bd1d-ecc67095bbbe LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-28 2026-08-28 829 1658 133263 4517045 102411306 107063272 33.539481 1.908388
36 a8f1b788-71b5-454a-8e11-36087df1444d LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-31 2026-08-31 726 1452 133169 2761537 101700908 104597066 30.896364 1.76603
37 ccb68e64-6ebd-4fc3-a0df-97dfd3e5acd0 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-29 2026-08-29 651 1302 129310 2805884 99217872 102154368 30.295671 1.731135
38 864d5b2f-374f-43de-82b6-67d09d26b875 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-03 2026-08-05 537 8571 114377 4645986 94480136 99249070 31.584474 1.794888
39 c1c29fbf-d57f-444c-bf52-8d1737d4f976 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-08 2026-08-08 512 1052 171319 2695894 95626428 98494693 29.392399 1.679497
40 c7ca2fa6-4a3f-49cd-b3ab-b1d1bb3c0861 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-08 2026-08-08 567 1122 124644 2336762 91728230 94190758 27.670811 1.582426
41 5d035533-238b-4c76-9501-b81f5783d839 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-24 2026-08-24 436 872 131922 1991324 91437971 93562089 27.143404 1.553965
42 dcf0c62e-d0ac-4775-aa59-b85224d32f8f LENOVO-AIO-BIRO (windows) claude-fable-5|claude-sonnet-5 2026-08-20 2026-08-21 423 870 80609 2010032 90351524 92443035 26.661339 1.526243
43 04ccf0fd-e09e-4f7a-9a81-ed3029cc6f55 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-09 2026-08-09 401 779 126343 2736341 88697217 91560680 27.449154 1.567328
44 062f773d-dee2-4407-a86b-aa34051bda11 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-21 2026-08-21 534 1068 126069 1954349 88961267 91042753 26.422217 1.512593
45 81fbd7c8-41d4-4341-a83a-95736e6dc6d3 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-19 2026-08-20 551 1102 169114 2222773 85476096 87869085 26.081312 1.491211
46 9cdede8f-1f6c-428d-a144-afb71d8aaf38 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-10 2026-08-11 543 11518 120498 2624225 83877927 86634168 26.028492 1.485974
47 00192d75-aae9-407a-bfa5-65cbc8dd632d LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-08 2026-08-08 417 3581 125741 1702948 84268987 86101257 24.852338 1.42346
48 aaf39ac5-9f90-4f7a-a095-f73c2fb2cd9f LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-29 2026-08-29 735 1470 157618 1872393 82796692 84828173 24.844067 1.421895
49 7d2475f8-557f-4680-aa72-4199b66b0772 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-06 2026-08-06 565 5620 155664 2342334 81686077 84189695 25.210437 1.440304
50 3f1cc2cd-4c8f-4265-be95-38f50fe28aec LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-10 2026-08-10 606 7081 154473 3484129 80492976 84138659 26.495549 1.507854
51 ce6d97e2-dae9-4f4c-a9a4-254cd682f6bf LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-20 2026-08-20 529 1058 161614 1961789 76099159 78223620 23.244869 1.329104
52 163d8a6d-7e99-4881-8648-a1a646ae6190 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-27 2026-08-27 450 900 95684 2054371 72601754 74752709 22.174845 1.267093
53 58cbb620-4a09-49c9-8be9-ad701c5ed2d4 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-23 2026-08-23 575 1150 171629 1840541 70917619 72930939 21.772116 1.244798
54 d2dbc0e9-d3ac-48e3-83cc-f4cbfce02ca6 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-10 2026-08-11 441 6739 173896 1993559 66855951 69030145 20.948107 1.196336
55 ff8af859-e820-438d-ba23-a3e22c4d9497 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-10 2026-08-10 456 4449 109114 2086374 66309244 68509181 20.647657 1.178729
56 f0223617-643c-4d11-85fe-c2e4a797d059 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-09 2026-08-10 453 2890 142586 2423313 65290902 67859691 20.999697 1.196975
57 2c9c5e13-e67e-465e-9335-b2a6392d9410 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-31 2026-08-31 421 842 98088 1525629 63266562 64891121 19.017953 1.088006
58 ec83f487-634d-41ac-9448-a5979a8b7ed0 claude-agent -workspace-romfastsql claude-opus-5 2026-08-31T15:43:32.002Z 2026-08-31T21:08:55.132Z 300 274 548 198806 472135 61067788 61739277 17.414127 1.00117
59 c43fbf62-06f9-4e93-9eac-4e51e367ff52 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-23 2026-08-23 411 822 133246 1513246 59377058 61024372 18.144013 1.037522
60 f9c49248-7c54-45ef-88f2-03a055903517 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-07 2026-08-07 307 703 115035 1457752 58860546 60434036 17.851733 1.021051
61 4d429aa9-707c-49c1-b039-77c0d7ad0475 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-30 2026-08-31 563 1126 101241 2308934 57362179 59773480 18.593711 1.058997
62 fa31be07-db25-42f1-9f0e-5cf44d79bf97 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-11 2026-08-11 475 1047 144616 1839142 57313816 59298621 18.114167 1.033875
63 890512bd-2cf9-4486-b89a-52579ea35284 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-22 2026-08-22 378 756 178527 1317743 57517974 59015000 17.586091 1.006289
64 279fd7c1-d5d7-47f2-b319-f419736829fb LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-20 2026-08-20 353 706 133100 1861695 56473890 58469391 17.876213 1.020063
65 d31bfaba-5ee5-4e89-ace8-e7a94bd124eb LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-01 2026-08-02 374 3948 164393 1594283 56528162 58290786 17.658175 1.008888
66 0f30419d-e767-4517-9ac9-0eab71f9d4be LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-09 2026-08-09 446 1653 140973 1462011 55029233 56633870 16.977011 0.970457
67 6b9cfd55-d8ab-4704-9033-6267ea873e74 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-11 2026-08-11 345 673 143302 1590165 54866873 56601013 17.123089 0.978141
68 80e6bf21-ab65-4a1a-9aee-c5f04b1fc33b LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-25 2026-08-25 284 568 174337 307693 55849891 56332489 15.71962 0.904452
69 16ce3ac0-8438-472e-bfc6-be71789adcbb LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-09 2026-08-09 446 8555 162013 1836872 53059662 55067102 17.091967 0.974805
70 59628288-44b2-49f3-8b40-5145be57b99d moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-21T16:33:17.528Z 2026-08-22T08:40:30.097Z 272 248 496 123635 1335216 52922530 54381877 16.173849 0.924925
71 3e171cfe-4184-4fe5-afbe-0e8012f6d31e LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-10 2026-08-10 337 22449 126139 1334315 52550224 54033127 16.117539 0.921545
72 c2b2b17b-74cf-41c5-b525-1981f9fe91fc LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-02 2026-08-02 292 562 158611 996460 52725622 53881255 15.802381 0.905314
73 04ff0372-43fa-49a5-8895-c68b0b411f43 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-28 2026-08-28 376 752 130459 2031894 49682534 51845639 16.337183 0.930301
74 fc8b5717-8d08-441b-839f-b6301972a954 claude-agent -workspace-claude-agent claude-opus-5|claude-sonnet-5 2026-08-31T05:28:23.040Z 2026-08-31T12:39:36.334Z 276 304 798 146941 1456578 49315101 50919418 15.508793 0.885765
75 76311a7f-ae59-4439-ae11-b9061f4e0aa6 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-23 2026-08-23 324 648 96199 1175329 47978434 49250610 14.544036 0.831925
76 11ed819d-55cb-4a2c-ac62-ef46e0da11dc LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-10 2026-08-10 330 650 95437 1188309 47454302 48738698 14.422584 0.824846
77 3db76816-3620-46f3-b646-2156e1114776 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-10 2026-08-10 334 3385 101930 1895488 45234729 47235532 14.867944 0.846419
78 f7dd6f8b-fca9-4ecf-a32a-3d4e7e359c6a LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-21 2026-08-21 332 664 80844 1113370 44166014 45360892 13.398525 0.766254
79 c0623820-e20f-4fc1-ba0b-f32469ab104e moltbot -home-moltbot-echo-core claude-opus-5 2026-08-23T05:55:05.946Z 2026-08-23T07:46:55.754Z 255 238 476 156778 298599 44674842 45130695 12.723987 0.731748
80 89fb6e48-f2c0-4862-a85a-44f60f1f53ed LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-01 2026-08-01 342 1647 121875 1843821 43008845 44976188 14.302205 0.814012
81 9990e504-b4c0-4f36-91f7-0e0603ee71b0 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-28 2026-08-28 280 560 184056 1171398 43519525 44875539 13.765664 0.786704
82 3441138d-ff8c-49db-99e5-8aeed2df016f LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-08 2026-08-08 349 1344 131712 1043500 42795370 43971926 13.169111 0.753222
83 6ee117ab-26bd-4c5c-9ddf-5fc04a73d452 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-09 2026-08-09 371 5938 86431 1136372 42639878 43868619 13.065899 0.746879
84 5d494d5d-05bb-4370-b7dd-585c2befaff2 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-09 2026-08-09 291 785 112619 1139897 42033906 43287207 13.021294 0.744214
85 f03dfefa-7bec-4f8d-85f5-4b31a5814ed9 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-02 2026-08-02 180 341 132456 716334 42027641 42876772 12.513338 0.717279
86 6ec3dcf2-1eba-442f-9257-37dd282be1df LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-25 2026-08-25 252 504 123060 2144973 39609973 41878510 13.843725 0.785825
87 e4c19f48-f65d-425f-8146-e86577695181 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-06 2026-08-07 263 579 128495 1247084 40087588 41463746 12.734879 0.727012
88 36f42dd5-194d-4743-b85e-fbe2d4a2f6b4 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-23 2026-08-23 185 370 182842 344650 40861378 41389240 11.911491 0.684508
89 88b211ba-bd2a-4a63-8771-e676fbb8dc95 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-28 2026-08-28 230 460 38226 1650741 39438597 41128024 12.733911 0.724976
90 181051ac-0260-4630-9329-8737b18b150d LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-22 2026-08-22 184 368 112040 496642 38378066 38987116 11.167087 0.640957
91 c8e7df05-b882-4b45-8548-cd08f55d7be1 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-09 2026-08-10 200 392 60423 698470 37554529 38313814 11.008446 0.630838
92 b8611426-d48b-4173-a658-21905bae3134 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-02 2026-08-02 157 328 214285 570441 36640409 37425463 11.268437 0.645985
93 ec4c8843-1a9e-4d81-887c-d38ddf353d98 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-31 2026-08-31 282 564 63680 763584 35613671 36441499 10.609554 0.607436
94 d698318f-c2cc-42ab-8b49-9a80358e6a28 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-28 2026-08-28 284 568 85214 1035789 35123027 36244598 10.957828 0.625876
95 751006f5-dd35-4d5e-8299-0d10830f4754 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-23 2026-08-23 200 400 127785 251609 35669720 36049514 10.189194 0.585893
96 8eff0ec4-7f9e-48e1-8221-c9e929908c10 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-25 2026-08-25 164 328 152692 295738 34127436 34576194 9.959471 0.572289
97 b01416e4-38b5-4951-9156-f22fecef8d4e LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-12 2026-08-18 231 446 129852 1533483 32091115 33754896 11.062539 0.628874
98 619cd895-003a-4e3f-ae1f-0dbb000b8ba1 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-03 2026-08-05 249 9363 128106 1598953 31737589 33474011 11.067082 0.628714
99 11d2485d-12b3-4820-9666-bace7bfa864e LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-25 2026-08-25 214 428 155614 654015 32428547 33238604 10.032344 0.574415
100 80a2eb7e-2300-432e-b458-60272148abe8 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-19 2026-08-19 153 306 124172 327049 32124697 32576224 9.357075 0.537465
101 520cbb91-d7aa-4636-86af-46b262edd000 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-27 2026-08-28 304 608 97810 1051455 31102752 32252625 9.989968 0.569899
102 b4abd4ec-2687-4369-8c0a-2e8dac66f2d2 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-02 2026-08-02 145 274 87685 502429 31149245 31739633 9.188402 0.526863
103 ee6eb662-b98f-403f-b80e-84e2d4c50cc7 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-06 2026-08-06 170 323 131975 386479 31179881 31698658 9.228982 0.529702
104 9ba8074b-e730-499f-82a4-77f7b244d433 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-03 2026-08-03 217 420 128685 690651 29498722 30318478 9.203381 0.526482
105 83e7be19-35f3-4db9-88e8-136d1bb015c4 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-31 2026-08-31 258 516 69360 699605 29119014 29888495 8.856297 0.506634
106 ad694df6-54e3-4256-b10a-3ab5d3b99231 claude-agent -workspace-claude-agent claude-sonnet-5 2026-08-31T12:41:58.273Z 2026-08-31T15:15:31.248Z 166 158 316 124194 603263 29151224 29878997 8.970782 0.513585
107 95b5a78c-6210-481f-b0cb-b74cd82defef LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-21 2026-08-21 156 312 115895 277913 29342186 29736306 8.528421 0.489973
108 78dc9e8b-d515-42bb-9572-296f44dcc80d LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-11 2026-08-18 176 336 78127 786264 28777549 29642276 8.927162 0.51019
109 be001504-1b59-4367-997c-5e805ef15e47 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-29 2026-08-29 143 286 142646 551523 28460018 29154473 8.79978 0.503947
110 12a789d6-6a91-41fb-b1b1-1a5af93cd46d LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-25 2026-08-25 152 304 122621 245404 28656905 29025234 8.334319 0.478937
111 9b5e5931-c0d9-434b-b48d-c33ffc5af1d5 claude-agent -workspace-romfastsql claude-opus-5 2026-08-30T13:00:52.218Z 2026-08-30T14:28:27.446Z 167 165 330 116278 235980 28495076 28847664 8.251177 0.474219
112 0e6113a4-f868-45a9-a922-0550fc728dfd LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-23 2026-08-23 207 414 71648 646539 28086064 28804665 8.523362 0.487724
113 96f7c6b5-8b18-47c7-a147-cf7c59d59746 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-22 2026-08-22 162 324 111053 333505 27694153 28139035 8.156474 0.468213
114 46f1c08f-2e88-42e4-9a4f-f1f496fb0363 claude-agent -workspace-romfastsql claude-opus-5 2026-08-31T21:10:22.492Z 2026-08-31T22:16:14.453Z 161 150 300 159387 269287 27101364 27530338 8.125079 0.466586
115 9e91023f-02f9-49de-ba7a-cb2b22b585ba LENOVO-AIO-BIRO (windows) claude-sonnet-5 2026-08-28 2026-08-28 132 264 169705 310049 26485299 26965317 8.067318 0.462979
116 2d4ccbb9-b291-42a2-aa97-f84bfa28373c LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-06 2026-08-06 129 244 133138 275749 26433516 26842647 7.844912 0.450487
117 dd1c376c-6a0c-44b0-80c7-abc1181eba83 LENOVO-AIO-BIRO (windows) claude-sonnet-5 2026-08-02 2026-08-02 138 276 119425 258796 25642953 26021450 7.555339 0.433931
118 a4d401d4-8aa7-40f8-a8c4-349a4c492cde LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-10 2026-08-10 159 296 167017 268285 25380401 25815999 7.709792 0.442604
119 64f00178-e70e-4831-b9d6-b72d2eab4ae7 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-27 2026-08-27 140 280 150018 249519 25353709 25753526 7.601762 0.436545
120 335165ee-1b9d-4955-8072-625c54ecc3e0 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-19 2026-08-19 152 304 89683 216304 25430321 25736612 7.30974 0.420121
121 1d6ff97e-a9fd-4636-a995-e2b57cd81549 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-20 2026-08-20 154 308 102059 258596 24353404 24714367 7.14341 0.410234
122 b61019a1-b1dc-4c49-8189-e21b3f0c1295 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-06 2026-08-06 144 274 121520 269972 24222562 24614328 7.210899 0.413987
123 8ca62065-5322-474f-a61f-a59cfba300c4 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-19 2026-08-19 156 312 117084 596757 23747916 24462069 7.525524 0.43027
124 163c1c65-7f6b-472d-969b-6e57b043208c LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-02 2026-08-03 140 264 111400 468393 23816966 24397023 7.338691 0.420254
125 5f0df8af-452a-4613-ba6f-5bbba3f431c2 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-03 2026-08-05 133 250 95278 667111 23546878 24309517 7.475717 0.427075
126 6a56724b-86b9-46bd-976c-9cd64f1560dc LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-27 2026-08-28 127 254 143305 467769 23372983 23984311 7.36275 0.421523
127 4dc92d60-d39d-4559-a37d-981ebc1a983e LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-08 2026-08-08 160 298 116147 464483 23309816 23890744 7.222292 0.413543
128 f542ef74-4160-4e22-aadd-405004d3ca24 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-08 2026-08-08 130 243 125641 569806 22959604 23655294 7.320386 0.418558
129 bc88dd0c-374d-4bfb-ab3d-c2af7dcddc0b LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-18 2026-08-19 136 272 114224 438330 22664242 23217068 7.009331 0.401415
130 01e824ca-9aa6-4cda-866b-1f0569a0c6ef LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-23 2026-08-23 127 254 128096 295978 22253609 22677937 6.764286 0.388046
131 0703b0ba-e3d5-4293-8754-9311beafb16c claude-agent -workspace-romfastsql claude-opus-5 2026-08-30T10:14:51.401Z 2026-08-30T13:00:52.210Z 171 159 318 110139 184560 22308028 22603045 6.543528 0.376021
132 33a91e11-3ee6-4535-8cf9-baf1c979f774 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-01 2026-08-01 153 289 110557 207056 22190770 22508672 6.546334 0.376052
133 3e24cb8e-97e2-4b11-8db1-89ac4b1682ec LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-25 2026-08-25 114 228 145285 312581 22036200 22494294 6.806599 0.390325
134 776f4cc3-3c77-4940-b614-430b09c89550 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-18 2026-08-18 150 300 88112 337433 21778379 22204224 6.522898 0.374034
135 fd852226-7e2a-468a-9e88-54a88f16d1e6 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-22 2026-08-23 131 262 111951 439015 21640084 22191312 6.733994 0.385535
136 35c0cd96-48e4-4050-a50a-f329a71394f0 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-01 2026-08-01 139 2379 103442 213308 21569556 21888685 6.365191 0.36558
137 fa58ec48-7272-4680-aa94-9f345dc705bd LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-07-29 2026-07-30 168 4753 139510 1036255 20375332 21555850 7.368842 0.418583
138 bdfce065-2ea1-45c9-aa79-b356323b8c18 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-27 2026-08-27 123 246 159876 471909 20063026 20695057 6.580858 0.376326
139 c4eefd37-ab85-4839-8831-093af8c184a1 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-21 2026-08-21 103 206 149428 476073 19640579 20266286 6.430824 0.367687
140 a95261f8-73f0-4763-8749-6d8a825bc5b1 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-03 2026-08-03 130 244 90860 221114 19949869 20262087 5.896651 0.338565
141 21bb3e8c-61a5-4750-ad31-a4ae5313ba23 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-11 2026-08-11 123 230 111443 547146 19412119 20070938 6.303827 0.360096
142 5376baaa-7de8-4f3f-b408-256f8d1c6e50 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-03 2026-08-03 109 4993 101882 233667 19432997 19773539 5.834984 0.334865
143 d621321c-5149-4d0f-a50b-2e5e5fd8d05a LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-28 2026-08-28 117 234 99770 358853 19012006 19470863 5.884831 0.337054
144 92745f83-84bc-4e7b-b597-1b1b87bf2c01 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-28 2026-08-28 163 326 74817 221181 19065110 19361434 5.596233 0.321294
145 8dbb2561-3750-4015-9120-79f21f4bdae1 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-03 2026-08-03 105 199 75312 498950 18497347 19071808 5.839492 0.333724
146 5af97010-36ce-4265-8bce-ff52bc7c9b1c LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-03 2026-08-03 159 305 86937 604212 18197053 18888507 5.96008 0.340029
147 c0b98af7-c283-4432-afd7-232afa7ee6f9 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-31 2026-08-31 101 202 121447 529315 17535561 18186525 5.834936 0.333109
148 59793de8-91d4-442d-985a-3dc91e89143b LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-02 2026-08-02 117 254 76443 194663 17663465 17934825 5.201734 0.298681
149 1d1b6607-5a9f-43fc-ad65-31661ec630dc LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-24 2026-08-24 101 202 110083 274126 17544995 17929406 5.430123 0.31127
150 2545956e-665c-4bce-9ea9-92a6aeba0685 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-07 2026-08-07 131 250 72118 348249 17252291 17672908 5.290813 0.302951
151 17c189c9-819e-4618-9dfb-a2b55c6f3b62 claude-agent -workspace-romfastsql claude-opus-5 2026-08-31T22:17:26.111Z 2026-09-01T07:21:40.284Z 136 134 268 103024 299133 17041451 17443876 5.303244 0.303833
152 0e3ca774-7785-47a3-9a12-68b2b0242843 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-02 2026-08-02 112 212 69969 489003 16548901 17108085 5.295479 0.302417
153 ae7c0c7a-7645-4f98-9e67-0cdcc7b2a71c LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-03 2026-08-03 107 204 51335 216874 16447073 16715486 4.806022 0.275821
154 22b8cd2a-7f1c-4d41-9d15-c48f96dfcb12 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-08 2026-08-09 99 188 72922 358842 15078067 15510019 4.743796 0.271329
155 b2c05c08-e23c-4bb0-bb93-3b5669159b3e LENOVO-AIO-BIRO (windows) claude-sonnet-5 2026-08-02 2026-08-03 120 240 53664 258802 14724149 15036855 4.427059 0.253706
156 2321489c-3ab5-4652-ae1e-1ca31a32d005 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-02 2026-08-03 100 185 95428 413985 14300078 14809676 4.717741 0.269421
157 b60d487c-15f7-48fd-bce1-e61311595a83 LENOVO-AIO-BIRO (windows) claude-opus-5|claude-sonnet-5 2026-08-03 2026-08-03 129 247 53053 216837 14475388 14745525 4.300952 0.246675
158 c6760153-692b-4762-a283-230cee832b21 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-10 2026-08-11 114 212 88889 299508 14186271 14574880 4.49915 0.257495
159 6a9c735d-342c-41db-a5b2-a4e5fc476274 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-02 2026-08-02 99 189 59969 182525 14201368 14444051 4.212019 0.241716
160 e2eeaf63-62de-4aad-80d1-45234b4858d2 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-09 2026-08-09 75 2782 89273 559764 12984420 13636239 4.556315 0.259275
161 ddb2fdb0-eed3-43eb-80fa-08f955ea6a6c LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-20 2026-08-20 97 194 90008 141135 12387059 12618396 3.814531 0.218908
162 d6f2fff7-fc51-49d8-9246-09b6bc600cc7 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-29 2026-08-29 81 162 120507 203935 11797618 12122222 3.883347 0.222398
163 79c081c4-5f32-4341-87d3-fc1ff421a094 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-21 2026-08-21 91 182 64818 187194 11814482 12066676 3.619291 0.207475
164 4f356a51-9c28-4128-8b66-2e64aa6ffa04 claude-agent -workspace-romfastsql claude-opus-5 2026-08-31T07:22:01.033Z 2026-08-31T09:04:31.140Z 100 98 196 51483 299144 11076599 11427422 3.525517 0.20147
165 bb4f676e-8f5c-4e1e-9bd7-5159452c80f2 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-20 2026-08-20 78 156 77660 380238 10782387 11240441 3.677676 0.20968
166 09a22196-5477-40e3-94e6-bb39e455d193 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-06 2026-08-06 83 157 53458 188329 10642339 10884283 3.266104 0.187136
167 90d2e591-4c9d-4885-9fe4-ca1f48b9792b claude-agent -workspace-romfastsql claude-opus-5 2026-08-30T10:18:47.698Z 2026-08-30T12:43:20.751Z 75 72 144 99181 345546 9555600 10000471 3.404818 0.194056
168 a97f31cc-8e43-45f7-88b8-4ffb09542fcb LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-28 2026-08-28 74 148 88510 209175 9553706 9851539 3.16646 0.181132
169 84998855-272e-47ff-9cf9-9a5f6aff2591 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-25 2026-08-25 67 134 73858 510238 9035953 9620183 3.388844 0.192282
170 ba62a027-565b-4a3d-a421-ce622fdd8583 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-27 2026-08-27 77 154 72236 134377 9361265 9568032 2.940111 0.168568
171 743c3d33-7a11-40ec-933f-209d41a3b688 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-27 2026-08-27 82 164 61203 125880 9161902 9349149 2.827849 0.162183
172 78b48870-f797-445e-891c-70af90b5d037 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-20 2026-08-20 72 144 45231 133952 8999398 9178725 2.726594 0.156356
173 c9a698ef-c711-49d5-b674-9858d86776f9 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-05 2026-08-06 74 579 76899 340956 8756493 9174927 3.093193 0.176187
174 13d99583-e842-4f78-8e1a-820f844b13d9 moltbot -home-moltbot-echo-core claude-opus-5 2026-08-31T21:28:39.456Z 2026-08-31T22:05:21.704Z 89 76 223 72270 162157 8662883 8897533 2.79767 0.160189
175 bc692637-0751-4105-9781-23eba189df8a LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-11 2026-08-11 62 118 43015 180062 8647812 8871007 2.689949 0.153984
176 9abc9f3c-66cb-4c0d-a5df-2427d2fef307 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-04T16:37:15.037Z 2026-08-05T19:36:45.834Z 83 82 164 42007 337712 8425219 8805102 2.848414 0.162221
177 1c41cd78-0c42-46f8-b6c7-558a756c50ba LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-05 2026-08-05 69 131 26859 133113 8532268 8692371 2.523111 0.144692
178 1d7e452e-1c1d-487f-84e0-4bda0e0b8632 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-10 2026-08-10 55 101 102867 295625 7870850 8269443 2.913052 0.165959
179 be1306c7-275c-4865-ab54-129ef0cf0cf3 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-28 2026-08-28 72 144 57762 127151 8027568 8212625 2.519533 0.144401
180 b734877f-ba05-453d-965a-6f29bf1566c8 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-29T06:01:52.195Z 2026-08-29T12:42:35.892Z 69 65 130 56955 365563 7785000 8207648 2.786672 0.158441
181 f84e6cf7-2a24-469d-8254-d2a199a6f388 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-03 2026-08-03 73 137 47344 117948 7350356 7515785 2.284725 0.130948
182 64436924-1112-4160-a7e2-cbdac2b3ed80 moltbot -home-moltbot-echo-core claude-opus-5 2026-08-23T14:39:03.975Z 2026-08-23T14:53:13.303Z 73 67 134 32281 128400 6406045 6566860 1.987556 0.113801
183 2c588873-b5bf-43f3-bfb2-93f73d31204b claude-agent -workspace-claude-agent claude-sonnet-5 2026-08-31T15:19:57.887Z 2026-08-31T15:43:03.255Z 75 57 114 39356 163368 6184261 6387099 2.009949 0.114864
184 43dfbb00-f432-43db-80c9-d54d2956cb65 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-24 2026-08-24 56 112 37830 151711 5928006 6117659 1.920286 0.109764
185 b4844eb2-124e-49de-8f0f-3d328f0270e0 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-03 2026-08-03 62 117 19688 124094 5699624 5843523 1.742425 0.099732
186 dd27ec43-7504-4abc-923a-d1f9febb4671 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-19 2026-08-19 66 132 43646 90465 5687236 5821479 1.79756 0.103015
187 bbf322ad-576e-47cb-8d16-a7cdd3961c2b claude-agent -workspace-romfastsql claude-opus-5 2026-08-30T06:40:40.215Z 2026-08-30T10:14:51.395Z 54 42 84 83252 441867 5178164 5703367 2.331363 0.131632
188 b3ab3ede-7652-4220-9232-456cb3cdf65b claude-agent -workspace-romfastsql claude-sonnet-5 2026-08-17T10:19:55.477Z 2026-08-22T08:44:27.646Z 59 58 116 27017 130421 5315992 5473546 1.683785 0.096284
189 06906467-259c-46fb-ae97-8c7911cfaef1 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-22T09:00:06.674Z 2026-08-22T10:28:51.940Z 64 58 116 51320 351910 5063596 5466942 2.035179 0.115186
190 6485bc1f-b2e7-4da6-b8e7-87a32f702d44 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-21 2026-08-21 52 104 22351 118499 4954056 5095010 1.552443 0.088794
191 16e6c387-2fce-41f9-8ba0-e8d4f3bf58d5 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-02 2026-08-02 55 105 30645 114130 4569590 4714470 1.48286 0.084773
192 0a204a49-9f8f-478f-8f4f-4af863a28018 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-20 2026-08-20 49 98 25042 111523 4416309 4552972 1.414695 0.080877
193 baa7a611-516f-44bd-8734-4b6076517b59 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-21 2026-08-21 44 88 27651 90083 4387268 4505090 1.388593 0.079485
194 addf74bd-71e9-4357-8ada-576fab4bfe1f claude-agent -workspace-claude-agent claude-sonnet-5 2026-08-30T17:03:46.090Z 2026-08-30T20:56:39.337Z 51 64 128 21882 226748 3836723 4085481 1.411455 0.080037
195 cc7bad1b-5aeb-4ae5-abe2-d472d0bc10c9 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-23T08:16:55.763Z 2026-08-23T08:58:04.425Z 53 44 88 43122 265682 3731819 4040711 1.532088 0.086691
196 6f907f83-ec48-4ec4-b1f3-af959be488c6 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-02 2026-08-02 51 96 21568 67578 3949351 4038593 1.216474 0.069708
197 46b184aa-651b-4ff8-a8e4-7d07f1e1929b LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-31 2026-08-31 39 78 34833 126323 3375213 3536447 1.207782 0.068817
198 e153a941-79ed-4c2b-842a-1cdb4971f49b LENOVO-AIO-BIRO (windows) claude-sonnet-5 2026-08-29 2026-08-29 30 60 50907 162253 3321397 3534617 1.314792 0.074721
199 04b0c167-76a1-42d7-9a85-8f8daeb74f35 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-03 2026-08-03 40 1101 23902 107685 3338188 3470876 1.125398 0.064207
200 24a83052-896d-46c6-a9b4-cd79e927fd60 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-29T13:37:49.601Z 2026-08-29T14:41:55.528Z 43 41 82 25889 104343 3182035 3312349 1.087436 0.062035
201 252e5bce-cb84-4fcb-8db1-08f4981c1dd9 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-26T18:03:03.193Z 2026-08-27T17:52:13.672Z 46 45 90 18582 260871 3016113 3295656 1.231296 0.069459
202 662f5bc9-89e5-4ba6-8d2e-9ac85a0efe23 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-02 2026-08-02 40 77 18834 66247 3030858 3116016 0.963746 0.055146
203 16df0f17-2f8f-4e3b-9d13-383797f412e5 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-07 2026-08-07 28 52 21267 123976 2952330 3097625 1.03482 0.058904
204 6958275e-f99c-47ec-b269-4a4b7f365129 claude-agent -workspace-romfastsql claude-opus-5 2026-08-30T10:17:30.593Z 2026-08-30T10:32:54.518Z 34 33 66 55821 150047 2783581 2989515 1.179502 0.066967
205 b28910c8-91a8-4730-a9c9-6b775397d636 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-20 2026-08-20 33 66 22381 106471 2850995 2979913 0.988887 0.05635
206 f1421632-2724-449e-a601-c3d4dd87368d claude-agent -workspace-romfastsql claude-opus-5 2026-08-30T10:18:10.339Z 2026-08-30T10:30:42.044Z 34 31 62 51454 136996 2712982 2901494 1.123654 0.063838
207 a997eb7a-c655-4d62-80d2-9bded4f63f7a LENOVO-AIO-BIRO (windows) claude-sonnet-5 2026-08-02 2026-08-02 51 1044 10573 242661 2611311 2865589 1.066649 0.060091
208 8c46cf47-089c-4516-8754-af9915c3660d LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-24 2026-08-24 35 70 16835 93509 2753309 2863723 0.920945 0.052527
209 fd1404d8-964d-47fb-8b2a-1caabad3acf7 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-08 2026-08-08 35 65 23883 71333 2667119 2762400 0.898493 0.051332
210 8e5baa9d-136d-47ae-adf5-ca7977ba8805 LENOVO-AIO-BIRO (windows) claude-sonnet-5 2026-08-24 2026-08-24 27 54 24362 194590 2540309 2759315 1.040175 0.058793
211 591d9682-5abf-4461-a10b-2849d2f18045 claude-agent -workspace-romfastsql claude-opus-5 2026-08-30T10:31:39.358Z 2026-08-30T10:41:21.947Z 32 26 52 40530 139322 2530572 2710476 1.031404 0.058544
212 07bd335a-6ce9-486e-a6e7-1510683500b2 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-05 2026-08-05 36 68 22351 145062 2392162 2559643 0.923489 0.052355
213 68911603-e91b-415c-833d-556a2f4c3cf2 claude-agent -workspace-romfastsql claude-opus-5 2026-08-30T12:13:49.599Z 2026-08-30T12:22:13.601Z 29 27 54 33785 157351 2236584 2427774 0.950533 0.0538
214 9b50c3b5-6b72-442d-bd10-8b8e378be1d7 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-25 2026-08-25 27 54 41572 113186 2266554 2421366 0.930757 0.052884
215 a9cffe35-4b2b-46bd-bc6a-5b10f6ebbdf4 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-29T12:44:22.917Z 2026-08-29T13:31:52.979Z 33 33 66 12424 114709 2106958 2234157 0.76316 0.043318
216 cca35761-2bf5-4554-895f-ffbbf7096f13 claude-agent -workspace-romfastsql claude-opus-5 2026-09-01T07:21:40.290Z 2026-09-01T07:50:24.336Z 36 34 68 16942 55838 2150439 2223287 0.711927 0.040685
217 db1206c9-7660-4b19-bd3b-07e426b6fc49 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-02 2026-08-02 28 470 11902 62696 2148077 2223145 0.699301 0.039934
218 7a972409-bd2d-498b-813a-405b6631a328 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-20 2026-08-20 27 54 14724 90178 2050154 2155110 0.72415 0.041201
219 0cc83dfa-a24c-4e69-8900-f8f2adf0291d LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-01 2026-08-01 31 190 34112 98697 2020394 2153393 0.813837 0.04625
220 31f7bb5a-c51e-4151-8806-8eb74679f245 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-20 2026-08-20 29 58 15394 58650 2065581 2139683 0.686976 0.039235
221 527b7f7d-6e14-4968-bfcf-c4fce07e130d LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-11 2026-08-11 28 53 24711 93504 2016069 2134337 0.763886 0.043436
222 d29dac40-f042-4ec8-8352-0d6fe99611b9 claude-agent -workspace-romfastsql claude-opus-5 2026-08-30T14:28:27.455Z 2026-08-31T06:30:28.033Z 34 32 64 10306 137095 1751301 1898766 0.692707 0.039133
223 2f248321-3a86-4312-87f8-d805beefa5e8 claude-agent -workspace-claude-agent claude-opus-5|claude-sonnet-5 2026-08-31T17:51:13.105Z 2026-08-31T17:56:16.338Z 29 35 70 12346 83267 1736043 1831726 0.622365 0.035377
224 34189546-00c0-430d-9610-762f8b393e29 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-20 2026-08-20 24 48 11688 85631 1707016 1804383 0.615202 0.034953
225 3ae7d7c8-5c2f-42f0-94cc-414751cfc3c2 LENOVO-AIO-BIRO (windows) claude-sonnet-5 2026-08-20 2026-08-20 21 42 8605 83801 1535967 1628415 0.554594 0.031479
226 37787275-9ca7-41a9-9285-bb24545f8687 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-03 2026-08-03 22 42 14956 80423 1397571 1492992 0.541826 0.030737
227 d3319d8d-dad8-41eb-9cda-33485311897c moltbot -home-moltbot-echo-core claude-opus-5 2026-08-31T22:05:29.603Z 2026-08-31T22:13:23.117Z 26 21 42 9260 44151 1369800 1423253 0.458762 0.026176
228 a7472674-3676-4370-93dc-ee872d4d4f0b LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-07 2026-08-07 22 42 14642 80492 1327642 1422818 0.522359 0.029615
229 80282a08-97d9-4422-ada1-4441f0009dee LENOVO-AIO-BIRO (windows) claude-sonnet-5 2026-08-29 2026-08-29 18 36 9734 85994 1307492 1403256 0.50322 0.028498
230 1ded898d-91df-4f34-8f3b-d2b9e15d4b2d moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-07T11:58:14.584Z 2026-08-09T18:08:12.343Z 29 25 50 4839 156040 1234070 1394999 0.560676 0.031428
231 c48000e5-242f-4555-a07e-d8e72cb89139 LENOVO-AIO-BIRO (windows) claude-sonnet-5 2026-08-24 2026-08-24 17 34 7953 94626 1291126 1393739 0.50321 0.028455
232 97c7c6b3-66f1-412f-82b3-f646f7f34a54 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-26T18:00:01.392Z 2026-08-26T18:02:21.455Z 21 21 42 7438 67514 1211949 1286943 0.442412 0.025105
233 b39e388a-1fe1-4125-a8c2-e4e7ba69fbae LENOVO-AIO-BIRO (windows) claude-sonnet-5 2026-08-24 2026-08-24 15 30 3166 91116 1150207 1244519 0.440589 0.024881
234 661b952d-f4f3-42d0-bebb-68a9f467e762 claude-agent -workspace-romfastsql claude-opus-5 2026-08-31T21:11:57.183Z 2026-08-31T21:15:40.045Z 24 23 46 8441 58931 1128905 1196323 0.413224 0.023467
235 8eb0a511-9853-468f-b2b7-d56658557d8a claude-agent -workspace-claude-agent claude-sonnet-5 2026-08-30T12:33:30.227Z 2026-08-30T12:38:04.344Z 21 21 42 9456 41226 1136632 1187356 0.394906 0.022509
236 ac92d43f-2545-4d49-851f-4eb01f3138a3 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-31T13:14:34.010Z 2026-08-31T13:17:53.873Z 16 16 32 5321 58968 1026841 1091162 0.372991 0.021158
237 6ec1bfde-87a5-4d21-a9e1-77213fe33737 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-09T17:55:37.305Z 2026-08-09T18:03:16.855Z 15 14 27 5752 132806 938225 1076810 0.455213 0.025474
238 df73fa18-e9a4-4324-bd19-9b60933d396c LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-06 2026-08-06 15 28 8054 45577 906715 960374 0.335031 0.019035
239 33d62f86-6fbf-4a20-9cad-4a2894ce7b6d moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-22T08:42:03.866Z 2026-08-22T08:44:32.030Z 15 15 30 4292 91775 762963 859060 0.345782 0.019403
240 5949fa00-fe21-4167-83ef-86a5eeae3bd1 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-31T13:20:44.457Z 2026-08-31T15:18:06.733Z 11 11 22 6474 79088 735654 821238 0.33051 0.018587
241 2f59b106-2bf4-411c-bd83-59721128dc72 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-04T16:33:44.566Z 2026-08-04T16:35:33.026Z 12 12 24 3187 104724 683529 791464 0.338388 0.018906
242 8dc3e3b2-1593-4883-b17f-e880a145067d moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-31T13:19:35.526Z 2026-08-31T21:32:12.409Z 15 14 35 3864 150945 628868 783712 0.391879 0.021723
243 cbc52412-4491-472e-a6b5-abb1bbc1559b moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-27T18:31:56.189Z 2026-08-27T18:34:14.668Z 15 11 22 5295 37233 675604 718154 0.251112 0.014252
244 6f0eb812-0121-40f5-9e90-da8459b2a720 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-09T18:13:18.598Z 2026-08-09T18:14:32.659Z 11 10 20 4828 38382 589062 632292 0.228162 0.012923
245 f072f388-8200-45c4-83a2-185a3930a7c4 claude-agent -workspace-claude-agent claude-sonnet-5 2026-08-30T13:06:48.623Z 2026-08-30T13:09:08.281Z 16 14 28 4636 18091 598386 621141 0.201345 0.011494
246 29ddfc1c-b9e1-4e3b-969e-bf60c8fededc claude-agent -workspace-romfastsql claude-opus-5 2026-09-01T07:50:24.342Z 2026-09-01T07:52:08.351Z 14 11 22 4418 36832 571072 612344 0.219514 0.012435
247 921df788-6107-4606-a72f-79c3bc220c8f LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-02 2026-08-02 9 17 5060 75192 527619 607888 0.264738 0.01482
248 ddfe1969-d18f-459a-9a40-793f50101512 LENOVO-AIO-BIRO (windows) claude-sonnet-5 2026-08-29 2026-08-29 9 18 5448 68028 518755 592249 0.254112 0.014247
249 aa2d179f-e529-4027-a4d8-9faa2d74598d moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-30T10:00:01.343Z 2026-08-30T10:01:56.343Z 10 10 20 1485 62217 522087 585809 0.229408 0.01287
250 91c3d469-f763-4122-b0da-52c1774f2cc1 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-02 2026-08-02 10 19 4063 33062 545103 582247 0.205917 0.011673
251 776c569b-45ad-4ed6-910b-f938f419f993 LENOVO-AIO-BIRO (windows) claude-sonnet-5 2026-08-02 2026-08-02 9 18 2058 67255 506980 576311 0.235052 0.013165
252 f9a0f205-f38a-4875-9100-2dac6e9b75d2 LENOVO-AIO-BIRO (windows) claude-sonnet-5 2026-08-02 2026-08-02 9 18 5389 61683 466416 533506 0.231361 0.012971
253 56a8b8bf-b0b3-4460-8b3f-0ebc091e832b LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-01 2026-08-01 9 18 3767 33641 491144 528570 0.191395 0.010833
254 0d357c59-bc59-48f8-8ee5-a1f715cbb4e6 LENOVO-AIO-BIRO (windows) claude-sonnet-5 2026-08-03 2026-08-03 7 14 7304 77344 417977 502639 0.249113 0.013898
255 880b74f6-d611-43bf-b49d-9fcd45a3ab53 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-30T18:00:01.334Z 2026-08-30T18:01:55.557Z 8 8 16 1436 64330 414506 480288 0.204174 0.011403
256 03c9ee6e-988b-4463-83c1-bf9f8a88585a moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-02T10:00:01.313Z 2026-08-02T10:01:28.711Z 9 9 18 1855 54652 420718 477243 0.194087 0.010875
257 4d64847f-514e-4f2b-b9b2-90c2aca0897c LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-12 2026-08-12 9 192 7623 62082 377576 447473 0.218895 0.01224
258 3eed4154-8f06-4231-a4aa-58a47dfc1d76 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-18T11:05:00.211Z 2026-08-19T05:33:34.179Z 8 8 16 1603 90369 348742 440730 0.224265 0.012411
259 2796df69-5753-4cff-8aa0-685901086cf5 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-29T10:00:01.303Z 2026-08-29T10:03:43.803Z 7 7 14 989 68462 356707 426172 0.192962 0.010734
260 41ae0eda-b3ea-4223-b417-47f10f4d9452 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-29T05:45:24.857Z 2026-08-29T05:46:29.136Z 6 6 12 2212 75695 332125 410044 0.202075 0.011213
261 5ca95198-7ef0-49cd-b28b-b10b60ff4cf7 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-24T14:00:00.824Z 2026-08-24T14:00:43.942Z 7 7 14 1427 58600 342137 402178 0.177294 0.009885
262 c2c8a98b-48b5-4928-92be-ef615e856c2d moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-31T10:00:00.818Z 2026-08-31T10:01:50.713Z 7 7 14 1195 57818 340748 399775 0.174817 0.009747
263 0d5ad236-4804-41b8-8776-6ee75769b8ee moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-06T06:00:01.079Z 2026-08-06T06:00:23.118Z 7 7 14 1293 54689 314156 370152 0.163954 0.009138
264 7bcd367f-8401-4c0a-9da2-70302ada6eae claude-agent -workspace-escape-builder claude-opus-5 2026-08-30T06:28:04.409Z 2026-08-30T06:37:04.601Z 11 8 16 1784 18247 347678 367725 0.123814 0.007031
265 1eaa121c-e706-4bf1-a9e9-035ba70fe572 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-03T14:57:31.909Z 2026-08-03T15:06:20.282Z 6 6 12 3554 61484 284663 349713 0.175744 0.009771
266 ff5d9904-5f42-4eef-8ccc-baf6bbfe7bf2 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-17T05:18:45.600Z 2026-08-17T05:19:41.202Z 7 7 14 1014 76541 268185 345754 0.181367 0.010018
267 806379c8-6a3e-4ec6-a774-af9c926cd7eb moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-31T14:00:06.273Z 2026-08-31T14:02:26.872Z 6 6 12 851 23831 319016 343710 0.120069 0.006786
268 7cf0ab18-39da-40f4-a6a3-2a3ea5c13fb7 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-24T18:00:00.825Z 2026-08-24T18:00:33.795Z 6 6 12 1134 58972 283389 343507 0.161248 0.008958
269 c419d1c6-1e1d-409f-b049-eabb728f319b moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-23T14:00:01.199Z 2026-08-23T14:00:51.619Z 6 6 12 1951 58336 282668 342967 0.163765 0.009104
270 41774b56-5060-4759-b753-073fdfd70251 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-30T14:00:01.258Z 2026-08-30T14:02:25.612Z 6 6 12 887 57744 284122 342765 0.158633 0.008815
271 0975432a-6a4e-4652-9fc4-bab385c1bc7f moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-31T18:00:01.263Z 2026-08-31T18:01:19.162Z 6 6 12 937 57910 283795 342654 0.159 0.008835
272 bb8c4f9b-b603-46cb-bab0-b5a2cf874cc4 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-28T10:00:01.336Z 2026-08-28T10:00:19.263Z 6 6 12 732 57936 283701 342381 0.15811 0.008785
273 6baaa3b3-a883-4262-a2ef-477d3850181a moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-24T06:00:01.191Z 2026-08-24T06:00:16.652Z 6 6 12 842 57560 282986 341400 0.157882 0.008773
274 097bb816-3599-42f0-99c8-a8de72ab9f5d claude-agent -workspace-claude-agent claude-sonnet-5 2026-08-31T17:49:42.154Z 2026-08-31T17:50:21.880Z 8 7 14 2919 30862 296434 330229 0.133143 0.007492
275 b3dfb613-97b1-43fa-aaf5-3257a3e382a3 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-22 2026-08-22 5 10 1061 67665 259401 328137 0.166858 0.009232
276 93c4d966-44cf-4761-91a1-f6bd45b7ed9b moltbot -home-moltbot-echo-core claude-sonnet-5 2026-09-01T07:26:34.537Z 2026-09-01T07:27:49.266Z 6 6 12 2861 28295 296342 327510 0.129267 0.007283
277 5293a6e9-cc56-4d9b-9693-e76055201898 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-20T10:00:01.306Z 2026-08-20T10:00:43.982Z 6 6 12 1142 54852 268666 324672 0.151688 0.00843
278 e6538682-051f-4957-906f-b8b79661b5b1 LENOVO-AIO-BIRO (windows) claude-sonnet-5 2026-08-28 2026-08-28 5 10 2001 28421 290333 320765 0.124094 0.006988
279 d2b32576-3208-454e-986e-ca90a6595af8 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-14T10:00:00.695Z 2026-08-14T10:00:20.725Z 6 6 12 912 55349 263659 319932 0.15007 0.008335
280 13aafc89-cd9a-4c39-8f39-b613f450b9ac moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-11T10:00:01.173Z 2026-08-11T10:01:25.272Z 6 6 12 1453 56091 261982 319538 0.153053 0.008501
281 4f16920a-59a3-4c73-ba66-24b3b672404b moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-11T18:00:01.409Z 2026-08-11T18:00:22.372Z 6 6 12 916 53844 261421 316193 0.147398 0.00819
282 5db5ebb8-c69a-4c1b-85d7-781340c29a3e moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-16T14:00:01.317Z 2026-08-16T14:00:20.035Z 6 6 12 1019 53306 261023 315360 0.146995 0.008169
283 794b0414-c899-4458-9163-2dedfd666289 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-07T06:00:01.500Z 2026-08-07T06:00:19.740Z 6 6 12 822 52919 259263 313016 0.145129 0.008064
284 9ef499d4-0db0-4dc8-9d0b-11273dcbd107 LENOVO-AIO-BIRO (windows) claude-sonnet-5 2026-08-24 2026-08-24 4 8 8467 82594 218213 309282 0.209633 0.011585
285 90b7dcab-1ab7-4f40-b53d-eff3381ac2fd moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-27T17:17:16.097Z 2026-08-27T17:17:40.760Z 5 5 10 1242 59398 229012 289662 0.148179 0.008201
286 51421702-7e64-4249-b5a4-73ca23012f40 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-25T14:00:01.323Z 2026-08-25T14:00:44.108Z 5 5 10 2266 58813 226319 287408 0.151166 0.008373
287 1cd0b14b-2799-4886-8768-db672599eaae moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-26T14:00:01.815Z 2026-08-26T14:00:35.609Z 5 5 10 1322 58075 227295 286702 0.146233 0.008096
288 a5f482c4-63b5-452b-9a3e-5a12431a52d8 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-26T10:00:01.360Z 2026-08-26T10:00:29.901Z 5 5 10 996 57863 227025 285894 0.144431 0.007995
289 b1e942ac-ee78-4917-b039-323257a7f340 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-31T06:00:01.323Z 2026-08-31T06:00:18.719Z 5 5 10 651 57935 227247 285843 0.143072 0.007917
290 9f410988-8633-4e76-a998-3e1220fa27a0 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-23T18:00:01.602Z 2026-08-23T18:00:29.505Z 5 5 10 903 57722 226788 285423 0.143763 0.007957
291 42c01fa8-af53-4c24-8182-5d89bb47a09f moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-29T14:00:01.307Z 2026-08-29T14:02:14.570Z 5 5 10 795 23355 261195 285355 0.10412 0.005869
292 96af93af-39df-4c4d-9aa3-693cd2021424 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-27T18:33:05.232Z 2026-08-27T18:34:08.895Z 5 5 10 2933 34139 246913 283995 0.124911 0.006998
293 4cf7134a-996a-4aa7-b574-4324f10095d9 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-24T10:00:00.813Z 2026-08-24T10:00:32.961Z 5 5 10 1012 57268 225671 283961 0.143316 0.007934
294 ccddc815-faec-4217-b4c3-9ec96b0de14b moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-27T06:00:01.280Z 2026-08-27T06:00:17.844Z 5 5 10 762 57184 225999 283955 0.142184 0.00787
295 6f6565fd-2761-4482-8f67-4c3fbbf078de LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-21 2026-08-21 5 10 982 57703 225194 283889 0.143669 0.007952
296 562e7df4-b7e7-459b-894a-7e506a3ee524 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-09 2026-08-09 5 242 5341 58249 217255 281087 0.161874 0.008981
297 f38e96bb-701f-494b-99ec-29f741e8bf61 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-03T18:00:00.657Z 2026-08-03T18:00:40.382Z 5 5 10 724 60050 213720 274504 0.142837 0.007891
298 2048392f-c83b-41e5-a984-2dc776c91738 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-04T06:00:00.708Z 2026-08-04T06:00:14.804Z 5 5 10 662 59998 213660 274330 0.142476 0.007871
299 f077bf0f-7846-4a14-82d3-16121e42e05d moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-20T15:00:04.021Z 2026-08-20T15:01:00.440Z 5 5 10 3581 31753 237956 273300 0.122093 0.006847
300 3f9b57fc-0d0e-4028-ab40-5a5f08fc5a50 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-22T06:00:00.759Z 2026-08-22T06:00:13.556Z 5 5 10 635 55448 216270 272363 0.136665 0.007562
301 afc98d4f-3bf3-4ce0-89a3-86ce299f8478 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-21T18:00:01.268Z 2026-08-21T18:01:13.173Z 5 5 10 686 54754 214918 270368 0.135567 0.007503
302 7264dec8-6033-44e7-afc1-fd5bf490216a moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-20T18:00:01.222Z 2026-08-20T18:00:18.647Z 5 5 10 787 54664 214433 269894 0.135759 0.007514
303 b3252404-e603-410a-8eed-07af3d3b6eb9 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-22T14:00:00.796Z 2026-08-22T14:00:18.218Z 5 5 10 652 54636 214529 269827 0.135151 0.007479
304 e3e7deca-e492-42e2-8480-58f0949603c5 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-22T18:00:00.749Z 2026-08-22T18:00:17.358Z 5 5 10 743 54521 214484 269758 0.135378 0.007493
305 79420615-e2f8-4947-b04b-d60bfb46f4af moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-21T06:00:01.149Z 2026-08-21T06:00:15.817Z 5 5 10 653 54522 214158 269343 0.134899 0.007466
306 3014cfc9-a947-440a-9bc3-c8158d5d2e17 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-09T06:00:01.110Z 2026-08-09T06:00:15.964Z 5 5 10 759 55863 210444 267076 0.136277 0.007537
307 85ca8135-fc64-4727-a2ae-c6ded393733f moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-15T18:00:01.127Z 2026-08-15T18:00:16.360Z 5 5 10 718 54256 209885 264869 0.133702 0.007398
308 c945ed99-fdef-4445-9386-fbeacec46be4 LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-21 2026-08-21 4 8 787 68231 195199 264225 0.149749 0.008243
309 0e10d468-ef5a-425a-b538-32d204ed42d4 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-06T17:00:04.241Z 2026-08-06T17:01:12.411Z 5 5 10 3951 30959 228793 263713 0.120227 0.006742
310 607fc66b-0e5f-442e-ba6a-c7ea35c94938 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-17T14:00:01.024Z 2026-08-17T14:00:18.023Z 5 5 10 756 54103 208814 263683 0.133376 0.00738
311 5cbe73cb-3a7d-42d3-a455-dcf27ac6ea15 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-13T06:00:01.122Z 2026-08-13T06:00:13.296Z 5 5 10 645 53628 209043 263326 0.132282 0.00732
312 cbf7fdd5-9ec2-4a22-aec3-9b253e1b5887 moltbot -home-moltbot-echo-core claude-haiku-4-5-20251001 2026-08-02T10:00:40.880Z 2026-08-02T10:01:07.705Z 7 7 58 1696 21187 239765 262706 0.099544 0.005614
313 2d9e0310-7fee-4ddf-b942-e525ffc91080 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-15T10:00:01.209Z 2026-08-15T10:00:14.931Z 5 5 10 567 53324 208327 262228 0.131327 0.007267
314 a5bc72f9-7790-42c4-a031-87a23dcee78d moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-12T10:00:01.724Z 2026-08-12T10:00:24.324Z 5 5 10 957 53190 207661 261818 0.132683 0.007344
315 3623de52-e6eb-45c4-bea8-3332fbfb7ca5 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-04T10:00:00.685Z 2026-08-04T10:00:20.665Z 5 5 10 717 53333 207636 261696 0.13182 0.007295
316 6c3fa617-01dd-45ab-bbd2-28acb1958d42 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-02T14:00:01.280Z 2026-08-02T14:00:25.287Z 5 5 10 722 53331 207577 261640 0.131824 0.007295
317 ceacecac-7aa0-4470-98ff-254413eb98f3 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-06T14:00:01.403Z 2026-08-06T14:00:26.570Z 5 5 10 703 53302 207600 261615 0.131706 0.007288
318 f61b334d-be3a-4cd8-b6db-d78e2b8f4a07 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-07T10:00:00.681Z 2026-08-07T10:00:20.002Z 5 5 10 589 53303 207691 261593 0.131229 0.007261
319 f1962ec6-7c45-432f-b05d-cba27ed33fde moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-06T10:00:01.314Z 2026-08-06T10:00:53.437Z 5 5 10 1402 52909 207197 261518 0.134127 0.007427
320 482edad1-5269-41a2-9628-dc6d85de81e3 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-06T18:00:01.293Z 2026-08-06T18:00:29.664Z 5 5 10 1113 53312 206916 261351 0.133346 0.007381
321 5491651a-3fb6-4fb0-bfdf-77a74a65648b moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-07T14:00:00.664Z 2026-08-07T14:00:18.860Z 5 5 10 628 53225 207383 261246 0.131212 0.00726
322 2f55a3a1-15c2-4685-b8fd-4a9e6daa8c74 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-14T14:00:01.330Z 2026-08-14T14:00:15.327Z 5 5 10 526 52985 207660 261181 0.130499 0.007221
323 b3ce1e87-a90d-46fc-82d1-ea183b63e04c moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-13T10:00:00.714Z 2026-08-13T10:00:17.031Z 5 5 10 579 52960 207515 261064 0.13066 0.00723
324 69c1f93e-f090-45bd-aa45-c21dc69372e7 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-12T18:00:01.310Z 2026-08-12T18:00:17.282Z 5 5 10 583 52963 207481 261037 0.130672 0.007231
325 11910bb8-e574-47f5-a5bd-8bd09de166e1 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-18T10:00:00.722Z 2026-08-18T10:00:15.739Z 5 5 10 566 52946 207459 260981 0.130568 0.007225
326 b8f4b8cd-d882-498e-946c-e133ddacc50f moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-08T06:00:00.712Z 2026-08-08T06:00:12.432Z 5 5 10 629 52834 206707 260180 0.130493 0.007221
327 b8eff490-e361-473f-b4d3-d95987fcc9c0 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-02T06:00:01.079Z 2026-08-02T06:00:16.465Z 5 5 10 684 52772 206525 259991 0.130601 0.007228
328 c70d9227-69f5-4375-8df8-3f34f90d1f0f moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-10T06:00:01.163Z 2026-08-10T06:00:17.675Z 5 5 10 642 52730 206393 259775 0.130323 0.007212
329 9cd1dd30-3336-4ce6-8233-dee7561c58a6 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-09-01T06:00:00.813Z 2026-09-01T06:00:18.790Z 5 5 10 821 52172 204596 257599 0.129862 0.007188
330 aaac5b3e-bd06-4064-af2a-d28203e41e74 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-23T07:41:51.239Z 2026-08-23T07:42:13.276Z 4 4 8 906 62086 171180 234180 0.135425 0.007451
331 fc088cfd-6fe5-428b-8fcc-45c9404b9f8c moltbot -home-moltbot-echo-core claude-haiku-4-5-20251001 2026-08-11T10:00:41.084Z 2026-08-11T10:01:10.356Z 6 6 50 1782 24103 207161 233096 0.095517 0.005364
332 1841f48c-63d8-4077-8911-d9fe27949c0f moltbot -home-moltbot-echo-core claude-haiku-4-5-20251001 2026-08-20T10:00:18.028Z 2026-08-20T10:00:35.754Z 6 6 50 848 22813 209272 232983 0.09015 0.005066
333 2823244f-4fe0-4dd7-a7c9-b50955efff73 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-25T18:00:01.394Z 2026-08-25T18:00:32.701Z 4 4 8 1244 57918 170037 229207 0.13078 0.007206
334 e077db12-6251-4ea1-8c11-1444d1e12b29 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-25T10:00:00.870Z 2026-08-25T10:00:31.349Z 4 4 8 985 57210 169481 227684 0.128504 0.00708
335 fc52cd3b-268f-44e0-87b0-2eef790cb9de moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-27T18:00:01.308Z 2026-08-27T18:00:15.082Z 4 4 8 451 22743 203814 227016 0.086827 0.004876
336 d2d37288-ef9a-418a-8148-9cfdf33dc368 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-27T14:00:02.155Z 2026-08-27T14:00:16.645Z 4 4 8 525 57102 169284 226919 0.126278 0.006954
337 636eb6e2-6b57-4bd9-802f-8150dde01d6f moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-25T06:00:00.883Z 2026-08-25T06:00:10.588Z 4 4 8 415 57068 169395 226886 0.125775 0.006925
338 0356d8a9-ec08-443a-8312-0617048030ab moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-30T06:00:01.259Z 2026-08-30T06:00:10.879Z 4 4 8 481 57058 169200 226747 0.126001 0.006938
339 b3764be2-5fae-4700-8e0d-891f966204d4 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-28T06:00:01.388Z 2026-08-28T06:00:16.932Z 4 4 8 511 56747 168861 226127 0.125609 0.006917
340 10f15ebb-dfd2-4625-9bdf-c735db388d60 claude-agent -workspace-claude-agent claude-sonnet-5 2026-08-30T12:38:36.392Z 2026-08-30T12:39:15.794Z 6 6 12 1659 20071 204007 225749 0.088458 0.004981
341 cab5650a-14d7-4913-97fe-7068f95341e3 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-17T06:00:01.237Z 2026-08-17T06:00:11.305Z 4 4 8 552 26359 196421 223340 0.090412 0.005062
342 41ccf058-7af6-403d-928c-0ebada0cb762 moltbot -home-moltbot-echo-core claude-haiku-4-5-20251001 2026-08-06T10:00:16.320Z 2026-08-06T10:00:38.206Z 6 6 50 1365 21530 199243 222188 0.088021 0.004948
343 0777b44e-961a-4d46-83a2-6b6dbc2738aa moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-19T06:00:00.768Z 2026-08-19T06:00:12.215Z 4 4 8 556 54480 160468 215512 0.120451 0.006633
344 7bf19cf8-7d4a-48b0-8e44-bfe8df94ab20 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-20T14:00:01.666Z 2026-08-20T14:00:19.199Z 4 4 8 657 54224 160481 215370 0.120541 0.006639
345 3c91866c-5d5f-4ba8-881e-e86b2c8f0b39 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-19T18:00:01.261Z 2026-08-19T18:00:16.308Z 4 4 8 471 54459 160421 215359 0.120036 0.006609
346 19f5882c-1adb-4b48-8d0d-78bf69502ba9 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-23T06:00:01.933Z 2026-08-23T06:00:12.279Z 4 4 8 395 54177 160763 215343 0.119395 0.006574
347 119c5631-d92a-4f39-9e5b-252d0acce6fc moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-19T10:00:00.789Z 2026-08-19T10:00:15.948Z 4 4 8 519 54320 160227 215074 0.120002 0.006608
348 ee50d51c-6d15-4f9d-b792-53c8d4d5323b moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-19T14:00:01.074Z 2026-08-19T14:00:16.246Z 4 4 8 460 54276 160302 215046 0.1197 0.006591
349 846f9493-797b-4b51-b76e-48f6012d2a39 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-20T06:00:01.134Z 2026-08-20T06:00:12.119Z 4 4 8 488 53946 159880 214322 0.119252 0.006567
350 b7154833-4543-4325-92f6-ce21a4a1d4fa moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-13T15:00:04.274Z 2026-08-13T15:00:59.725Z 4 4 8 3513 30574 179477 213572 0.104936 0.005864
351 525de014-3607-4513-be7b-42f6974b9ee6 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-11T14:00:01.296Z 2026-08-11T14:00:42.521Z 4 4 8 500 53516 155794 209818 0.11764 0.006476
352 d6b9fb17-7826-4a86-bdd7-77e38d436837 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-16T10:00:01.198Z 2026-08-16T10:00:15.604Z 4 4 8 699 53177 155427 209311 0.117946 0.006495
353 ad9e3cfb-80be-4b4f-9ae7-c51f23567632 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-13T14:00:00.675Z 2026-08-13T14:00:14.648Z 4 4 8 582 53027 155534 209151 0.117249 0.006456
354 824aa1bf-ff55-4808-a851-7f47055657e7 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-15T14:00:01.260Z 2026-08-15T14:00:15.638Z 4 4 8 617 53078 155313 209016 0.117417 0.006465
355 cb9f117a-5771-4225-a1b1-5f9bdfe7b35a moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-15T06:00:01.135Z 2026-08-15T06:00:10.143Z 4 4 8 532 52992 155468 209000 0.116962 0.00644
356 62fe89a4-bdbb-4fe5-bdfd-12de74dd36c9 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-14T18:00:01.306Z 2026-08-14T18:00:13.726Z 4 4 8 490 52950 155370 208818 0.116693 0.006425
357 a78eb961-016f-46b9-bca6-e252ef18f3e5 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-17T18:00:01.562Z 2026-08-17T18:00:14.432Z 4 4 8 470 52942 155395 208815 0.116601 0.00642
358 9ed2ac5e-5abb-4f16-8501-4b3a3b09486c moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-14T06:00:00.738Z 2026-08-14T06:00:10.450Z 4 4 8 473 52933 155372 208786 0.116595 0.006419
359 7809ad84-ea68-4e8d-b93a-e9f707148890 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-17T10:00:01.298Z 2026-08-17T10:00:14.738Z 4 4 8 536 52942 155249 208735 0.116853 0.006434
360 7db6bec0-390d-44ff-81dd-17647efbf140 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-16T18:00:01.161Z 2026-08-16T18:00:13.733Z 4 4 8 563 52934 155195 208700 0.116947 0.006439
361 ae8286a9-0899-4790-836a-6b4d6e969f2b moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-03T14:00:01.042Z 2026-08-03T14:00:13.818Z 4 4 8 445 53267 154947 208667 0.116829 0.006431
362 3c5cbf5f-e8bc-4fea-b570-3e9b368fae34 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-16T06:00:01.094Z 2026-08-16T06:00:10.310Z 4 4 8 534 52905 155202 208649 0.11678 0.00643
363 92abee64-e5ca-4821-9d58-ccaf5cb34daa moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-18T06:00:01.051Z 2026-08-18T06:00:09.488Z 4 4 8 384 52844 155261 208497 0.11605 0.006389
364 6b661477-8442-479a-8916-de682cc837ae moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-12T14:00:01.296Z 2026-08-12T14:00:12.464Z 4 4 8 369 52829 155244 208450 0.115959 0.006384
365 e1932b64-56cc-4962-8194-3d233f33fb65 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-05T10:00:01.525Z 2026-08-05T10:00:17.989Z 4 4 8 566 52762 154515 207851 0.116542 0.006417
366 53a7a99f-e52a-48ce-a80f-30b40227f494 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-10T14:00:01.727Z 2026-08-10T14:01:06.560Z 4 4 8 583 52760 154469 207820 0.116602 0.00642
367 3ac70708-5be7-4772-8452-ef43e348e9a7 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-09T14:00:01.330Z 2026-08-09T14:00:27.478Z 4 4 8 527 52695 154585 207815 0.116295 0.006403
368 042eb30a-398f-44e1-ae1e-2f5da1bcebbd moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-10T18:00:01.290Z 2026-08-10T18:00:15.336Z 4 4 8 601 52680 154422 207711 0.116557 0.006418
369 d4df7096-bf93-4a11-a282-99d4119fef3a moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-07T18:00:00.686Z 2026-08-07T18:00:14.547Z 4 4 8 494 52662 154491 207655 0.116079 0.006391
370 5c468e28-9a12-45bf-a6c9-f49c5ccd896c moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-04T18:00:01.305Z 2026-08-04T18:00:15.770Z 4 4 8 481 52641 154493 207623 0.115993 0.006386
371 2394b376-7316-4793-bb3b-243e6635c6e5 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-08T14:00:01.185Z 2026-08-08T14:00:15.464Z 4 4 8 475 52628 154472 207583 0.115943 0.006384
372 dff31169-ea2d-4bcd-b39c-b430fba828ec moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-02T18:00:01.231Z 2026-08-02T18:00:14.110Z 4 4 8 471 52662 154407 207548 0.115956 0.006384
373 3e63521e-0f6f-4e8f-989e-97aad69784f9 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-05T18:00:01.252Z 2026-08-05T18:00:15.606Z 4 4 8 544 52635 154298 207485 0.116211 0.006399
374 826bb2a7-a888-4f30-bcc5-aa07a30e9d60 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-05T06:00:01.133Z 2026-08-05T06:00:14.311Z 4 4 8 546 52623 154274 207451 0.116197 0.006398
375 ae977b03-9269-4b9e-bc54-23bd69190f70 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-09T10:00:01.320Z 2026-08-09T10:00:13.420Z 4 4 8 461 52558 154267 207294 0.11573 0.006372
376 4252e3a5-db2b-4862-b7b1-ea33848d77d4 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-04T14:00:00.670Z 2026-08-04T14:00:20.895Z 4 4 8 456 52548 154235 207247 0.115686 0.006369
377 1296c6bd-846c-4658-ab07-2b31d3784745 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-03T06:00:01.067Z 2026-08-03T06:00:12.327Z 4 4 8 406 52498 154266 207178 0.115404 0.006353
378 13a18670-def8-4fe2-95dc-9f523e9f5289 claude-agent -workspace-claude-agent claude-sonnet-5 2026-08-30T12:42:37.560Z 2026-08-30T12:43:06.679Z 8 5 10 1735 19352 175667 196764 0.080414 0.004521
379 a20c0c0c-ae6d-43fb-8854-560445781d01 claude-agent -tmp-pytest-of-claude-pytest-27-test-steering-mid-tur-pe-cli-r0 claude-sonnet-5 2026-08-30T10:28:10.804Z 2026-08-30T10:28:23.095Z 5 5 10 689 20055 161868 182622 0.073208 0.004105
380 0a3f9f33-b47c-4e1a-ae96-ef02d9839644 claude-agent -workspace-claude-agent claude-sonnet-5 2026-08-30T12:09:04.882Z 2026-08-30T12:24:41.574Z 5 5 10 532 17356 160794 178692 0.06846 0.003847
381 57b5b160-ff22-402a-a134-9c7eef7cedff moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-31T12:23:04.067Z 2026-08-31T12:23:22.707Z 3 3 6 808 58962 112617 172393 0.115391 0.006314
382 ac221a26-1ac2-4db6-bfb7-27b8332759e6 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-28T14:00:01.716Z 2026-08-28T14:00:23.459Z 3 3 6 797 57006 112835 170644 0.112661 0.006168
383 3d22eded-9d1c-4caf-911b-2febf2fddda7 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-28T18:00:01.390Z 2026-08-28T18:00:13.024Z 3 3 6 431 57055 112982 170474 0.111157 0.006082
384 e2c9b296-3ef0-4c94-b5eb-5d190dacc653 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-26T06:00:01.233Z 2026-08-26T06:00:40.374Z 4 3 6 627 56806 112721 170160 0.111603 0.006108
385 9215df6a-3813-465e-b8ad-df5123f8a444 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-29T06:00:01.283Z 2026-08-29T06:00:13.736Z 3 3 6 464 22431 147041 169942 0.071684 0.004004
386 684ef8fd-e749-4c39-84a0-c899038744d1 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-22T10:00:00.778Z 2026-08-22T10:00:14.274Z 3 3 6 560 19657 140770 160993 0.066592 0.003726
387 64787522-2970-412f-b42a-2da644553aec moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-11T10:04:33.639Z 2026-08-11T10:04:53.399Z 3 3 6 560 19469 137191 157226 0.065399 0.003658
388 556f182c-102e-4239-b613-afec64bc78df moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-13T18:00:00.686Z 2026-08-13T18:00:13.749Z 3 3 6 469 52573 102508 155556 0.102326 0.005598
389 b539be40-d80b-4633-b6c3-8eb0910dde7e moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-11T06:00:01.095Z 2026-08-11T06:00:09.871Z 3 3 6 365 52350 102468 155189 0.101546 0.005555
390 005abd4a-ec78-4d0a-aed5-09c25b5e73df moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-12T06:00:01.145Z 2026-08-12T06:00:08.808Z 3 3 6 359 52330 102451 155146 0.101487 0.005552
391 d36ebbd0-01fd-48b2-b66f-31e6f5895f12 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-03T10:00:01.309Z 2026-08-03T10:00:17.461Z 3 3 6 426 52242 101859 154533 0.101505 0.005553
392 a41255fe-2408-4367-8527-3468881bd8f3 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-09T18:00:01.322Z 2026-08-09T18:00:07.948Z 3 3 6 341 18493 135486 154326 0.062625 0.003505
393 c2471c04-1f41-49b7-9d9c-a887eebb32e5 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-08T18:00:01.349Z 2026-08-08T18:00:08.193Z 3 3 6 337 52053 101917 154313 0.100864 0.005517
394 9a5caa5c-7895-4626-b525-69879b4cd00b moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-08T10:00:00.703Z 2026-08-08T10:00:12.012Z 3 3 6 343 52046 101843 154238 0.100861 0.005517
395 c187ce45-0b30-4b7a-aee8-63c9527b823e moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-05T14:00:01.414Z 2026-08-05T14:00:09.460Z 3 3 6 371 51954 101839 154170 0.100855 0.005517
396 b1b7b4a2-d02f-4569-b5a0-684965de205a LENOVO-AIO-BIRO (windows) claude-sonnet-5 2026-08-24 2026-08-24 2 4 552 74207 73891 148654 0.125536 0.006812
397 7af20b60-db29-46fd-b373-2a1f1470d55c claude-agent -workspace-romfastsql claude-opus-5 2026-08-30T06:38:00.952Z 2026-08-30T06:38:19.664Z 3 3 6 961 24053 109636 134656 0.066416 0.003689
398 1916ed3a-8b0b-4a2a-9bd9-9a3b1e07f2dc LENOVO-AIO-BIRO (windows) claude-opus-5 2026-08-11 2026-08-11 3 6 725 21112 106939 128782 0.060559 0.003369
399 37b824a0-f1c7-4f6f-bc47-6fcf3253a300 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-31T13:15:26.199Z 2026-08-31T13:15:35.002Z 2 2 4 479 22505 90396 113384 0.057123 0.003164
400 9847d5c8-6c4c-4425-8d43-a2194b43c72d moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-29T18:00:02.195Z 2026-08-29T18:00:15.570Z 2 2 4 395 56568 56113 113080 0.095528 0.005183
401 8037ac69-7453-4dcc-8d91-4cdd97467ab2 claude-agent -tmp-pytest-of-claude-pytest-25-test-steering-mid-tur-pe-cli-r0 claude-sonnet-5 2026-08-30T10:27:44.142Z 2026-08-30T10:27:51.460Z 3 3 6 208 16269 87985 104468 0.046576 0.002592
402 4dc7af0e-9105-4edd-8fdb-feba8a96dd22 claude-agent -tmp claude-sonnet-5 2026-08-30T12:11:15.813Z 2026-08-30T12:11:32.198Z 3 3 6 348 10686 93334 104374 0.040767 0.002289
403 a364061a-8c89-40dd-8595-fcb962b6a1f6 claude-agent -tmp-claude-1000--workspace-romfastsql-bbf322ad-576e-47cb-8d16-a7cdd3961c2b-scratchpad claude-sonnet-5 2026-08-30T06:56:08.071Z 2026-08-30T06:56:45.111Z 3 3 6 117 10568 93664 104355 0.039671 0.002227
404 d3481627-9b16-41be-8446-d19d11269a08 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-09-01T07:18:52.618Z 2026-09-01T07:19:28.925Z 2 2 4 1096 78437 18759 98296 0.119517 0.006438
405 9bde9b92-7c4d-4ede-a071-d0970ce4e4ec claude-agent -workspace claude-sonnet-5 2026-08-30T11:26:18.104Z 2026-08-30T11:28:26.227Z 2 2 4 196 17243 54588 72031 0.039201 0.002161
406 47383149-8c7b-4589-a24c-b4e8547474e8 claude-agent -tmp-claude-1000--workspace-romfastsql-bbf322ad-576e-47cb-8d16-a7cdd3961c2b-scratchpad claude-sonnet-5 2026-08-30T06:55:00.146Z 2026-08-30T06:55:08.841Z 3 2 4 375 16210 53333 69922 0.038216 0.00211
407 084fc821-0a8c-4fcd-9bea-63b3b16af90b claude-agent -tmp-claude-1000--workspace-romfastsql-bbf322ad-576e-47cb-8d16-a7cdd3961c2b-scratchpad-hooktest claude-sonnet-5 2026-08-30T10:07:48.554Z 2026-08-30T10:08:15.753Z 2 2 4 374 16079 53285 69742 0.038016 0.002099
408 c4d3281a-1816-44a8-bb9d-2eaf234181f6 claude-agent -tmp-pytest-of-claude-pytest-28-test-steering-mid-tur-pe-cli-r0 claude-sonnet-5 2026-08-30T10:28:43.459Z 2026-08-30T10:28:52.165Z 3 2 4 348 16068 53318 69738 0.037895 0.002092
409 fbb4a73a-0001-43c2-a158-6ec704458a14 claude-agent -tmp-pytest-of-claude-pytest-57-test-steering-mid-tur-pe-cli-r0 claude-sonnet-5 2026-08-30T10:42:56.976Z 2026-08-30T10:43:25.722Z 2 2 4 128 16087 53304 69523 0.03695 0.002038
410 4f6c32dd-3b07-4ee8-adb0-cec99d3f1055 claude-agent -tmp-pytest-of-claude-pytest-30-test-steering-mid-tur-pe-cli-r0 claude-sonnet-5 2026-08-30T10:29:06.117Z 2026-08-30T10:29:36.832Z 2 2 4 124 16083 53304 69515 0.036926 0.002037
411 4e0c7b6c-da7d-4772-acad-c875f86c68f1 claude-agent -tmp-pytest-of-claude-pytest-58-test-steering-mid-tur-pe-cli-r0 claude-sonnet-5 2026-08-30T10:43:35.637Z 2026-08-30T10:44:07.500Z 2 2 4 124 16083 53304 69515 0.036926 0.002037
412 3e6f4550-d0c1-42ab-8a70-7b0de27cca2b claude-agent -tmp-claude-1000--workspace-romfastsql-bbf322ad-576e-47cb-8d16-a7cdd3961c2b-scratchpad claude-sonnet-5 2026-08-30T06:55:43.446Z 2026-08-30T06:55:47.628Z 2 2 4 141 10408 58836 69389 0.030495 0.001699
413 ccc9d47d-b8a6-43b9-abb7-cebf7219dce6 claude-agent -tmp claude-sonnet-5 2026-08-30T13:03:59.311Z 2026-08-30T13:04:05.077Z 2 2 4 228 10453 58670 69355 0.030897 0.001721
414 dfac9353-ae82-437e-8883-6f1410e957a4 claude-agent -tmp-claude-1000--workspace-romfastsql-9b5e5931-c0d9-434b-b48d-c33ffc5af1d5-scratchpad claude-sonnet-5 2026-08-30T13:02:02.106Z 2026-08-30T13:02:07.161Z 2 2 4 166 15893 53262 69325 0.036834 0.002033
415 4826d8e7-e5c5-476f-9075-dc7ac86f8336 claude-agent -tmp claude-sonnet-5 2026-08-30T12:10:42.411Z 2026-08-30T12:10:49.163Z 2 2 4 182 15884 53139 69209 0.03686 0.002034
416 2f123807-e311-4c82-b267-2c0a06b24652 claude-agent -tmp-pytest-of-claude-pytest-27-test-tur-simplu-pe-cli-real0 claude-sonnet-5 2026-08-30T10:28:24.644Z 2026-08-30T10:28:28.629Z 2 2 4 12 15741 53198 68955 0.035927 0.001982
417 e608f5c4-bcb4-4dd7-9733-388a72c17a73 claude-agent -tmp-pytest-of-claude-pytest-28-test-tur-simplu-pe-cli-real0 claude-sonnet-5 2026-08-30T10:28:53.669Z 2026-08-30T10:28:57.221Z 2 2 4 12 15741 53198 68955 0.035927 0.001982
418 dc09297c-6ddc-45c4-ad01-c6ee1466c6a2 claude-agent -tmp-pytest-of-claude-pytest-30-test-tur-simplu-pe-cli-real0 claude-sonnet-5 2026-08-30T10:29:38.175Z 2026-08-30T10:29:42.518Z 2 2 4 12 15741 53198 68955 0.035927 0.001982
419 ebbe3648-70aa-46f1-b2bd-93c7d6514797 claude-agent -tmp-pytest-of-claude-pytest-57-test-tur-simplu-pe-cli-real0 claude-sonnet-5 2026-08-30T10:43:27.033Z 2026-08-30T10:43:31.274Z 2 2 4 12 15741 53198 68955 0.035927 0.001982
420 85f50f23-309c-4708-bc32-483931238b21 claude-agent -tmp-pytest-of-claude-pytest-58-test-tur-simplu-pe-cli-real0 claude-sonnet-5 2026-08-30T10:44:08.788Z 2026-08-30T10:44:13.381Z 2 2 4 12 15741 53198 68955 0.035927 0.001982
421 35f87591-02a7-47be-b175-aceff0674f25 claude-agent -tmp-pytest-of-claude-pytest-25-test-tur-simplu-pe-cli-real0 claude-sonnet-5 2026-08-30T10:27:52.910Z 2026-08-30T10:27:56.342Z 2 2 4 12 15841 52130 67987 0.03579 0.001973
422 77c51592-888e-4ed7-859e-f8522641f817 LENOVO-AIO-BIRO (windows) claude-sonnet-5 2026-08-02 2026-08-02 1 2 978 65003 0 65983 0.09531 0.00512
423 8f5829d1-e490-4b2c-95b5-30a8bd6d5d15 LENOVO-AIO-BIRO (windows) claude-sonnet-5 2026-08-02 2026-08-02 1 2 127 65185 0 65314 0.091821 0.004921
424 ab0c5a80-0942-4555-82f0-ba32638b282b LENOVO-AIO-BIRO (windows) claude-sonnet-5 2026-08-29 2026-08-29 1 2 50 61253 0 61305 0.085977 0.004607
425 b77e137b-2ece-4ab5-9b1d-eada2fe10e15 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-21T14:00:01.443Z 2026-08-21T14:00:06.756Z 2 1 2 119 52677 0 52798 0.074274 0.003981
426 1c5eb77b-1839-4b32-a8bd-200a3fd27c70 moltbot -home-moltbot-echo-core claude-sonnet-5 2026-09-01T06:13:06.559Z 2026-09-01T06:13:10.014Z 1 1 2 19 21996 28463 50480 0.038281 0.002082
427 2a506efb-c55c-49d4-a676-57a725f29d2c moltbot -home-moltbot-echo-core claude-sonnet-5 2026-08-18T10:53:20.885Z 2026-08-18T10:53:30.395Z 1 1 2 487 25003 24201 49693 0.043442 0.00236
428 ab9ea4c6-be5f-4e66-a983-acde42f00328 claude-agent -tmp-claude-1000--workspace-romfastsql-bbf322ad-576e-47cb-8d16-a7cdd3961c2b-scratchpad claude-opus-5 2026-08-30T06:54:36.946Z 2026-08-30T06:54:42.468Z 2 2 4 199 13197 33535 46935 0.028076 0.001543
429 3dacd06c-70ca-4ed0-a521-20c09fabf5de claude-agent -workspace-claude-agent claude-sonnet-5 2026-09-01T07:30:47.808Z 2026-09-01T07:31:01.290Z 1 1 2 604 21708 18759 41073 0.037929 0.002061
430 310b00c9-ba22-4d92-8d11-425e86b983ff claude-agent -workspace-claude-agent claude-sonnet-5 2026-08-31T15:52:56.009Z 2026-08-31T15:53:03.225Z 1 1 2 270 20732 18759 39763 0.035093 0.001904
431 3a44763d-cc6d-4653-a514-a64d5b11d234 claude-agent -workspace-claude-agent claude-sonnet-5 2026-08-31T15:53:09.404Z 2026-08-31T15:53:14.032Z 1 1 2 168 15062 24414 39646 0.028176 0.001538
432 61114070-8296-4e2f-9b76-9997ec032ec1 claude-agent -workspace-atm claude-sonnet-5 2026-08-30T07:35:06.846Z 2026-08-30T07:35:09.442Z 1 1 2 4 17687 18759 36452 0.02966 0.001609
433 c60f6db5-ffa6-4ce6-8812-684b377bb537 claude-agent -tmp claude-sonnet-5 2026-08-30T12:10:58.834Z 2026-08-30T12:11:04.682Z 1 1 2 168 10183 24237 34590 0.0213 0.001169
434 d3bd992f-fde9-4ad0-9b47-0f56d57db6c2 claude-agent -tmp-claude-1000--workspace-romfastsql-ec83f487-634d-41ac-9448-a5979a8b7ed0-scratchpad claude-sonnet-5 2026-08-31T17:41:09.651Z 2026-08-31T17:41:13.041Z 1 1 2 49 15733 18759 34543 0.027122 0.001474
435 e871b476-4824-4adc-a5e8-aca4a2a4f700 claude-agent -tmp-claude-1000--workspace-romfastsql-bbf322ad-576e-47cb-8d16-a7cdd3961c2b-scratchpad claude-sonnet-5 2026-08-30T06:57:16.521Z 2026-08-30T06:57:19.694Z 1 1 2 5 10125 24340 34472 0.020528 0.001126
436 34a9eddc-8b82-4f0a-9d00-1e47168c97ae claude-agent -tmp-claude-1000--workspace-romfastsql-bbf322ad-576e-47cb-8d16-a7cdd3961c2b-scratchpad claude-sonnet-5 2026-08-30T08:59:31.878Z 2026-08-30T08:59:34.075Z 1 1 2 4 15703 18759 34468 0.026882 0.00146

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dimension,key,sessions,turns,input_tokens,output_tokens,cache_creation_tokens,cache_read_tokens,total_tokens,cost_glm53_usd,cost_glm53flash_promo_usd,cost_glm53flash_list_usd
TOTAL,ALL,435,64211,338907,23297506,288224316,10836625270,11148485999,3324.0201,190.016,380.032
machine,LENOVO-AIO-BIRO,218,60304,330668,20939475,269887835,10356404686,10647562664,3163.1048,180.8473,361.6947
machine,claude-agent,60,2114,4418,1543956,6731712,297811719,306091805,93.655,5.3584,10.7167
machine,moltbot,157,1793,3821,814075,11604769,182408865,194831530,67.2603,3.8103,7.6206
model,claude-fable-5,,941,2106,208768,4533984,158857102,163601960,48.572,2.7753,5.5505
model,claude-haiku-4-5-20251001,,25,208,5691,89633,855441,950973,0.3732,0.021,0.042
model,claude-opus-5,,25343,75166,19607975,85344425,4168532752,4273560318,1289.681,73.8365,147.6729
model,claude-sonnet-5,,37902,261427,3475072,198256274,6508379975,6710372748,1985.3939,113.3833,226.7666
month,2026-07,,845,6527,330630,7941767,184927510,193206434,60.6635,3.4527,6.9054
month,2026-08,,62519,330686,22755166,277847883,10515360962,10816294697,3223.5666,184.2826,368.5652
month,2026-09,,847,1694,211710,2434666,136336798,138984868,39.79,2.2807,4.5614
day,2026-07-29,,214,3434,76615,1093695,20587396,21761140,7.2258,0.4102,0.8205
day,2026-07-30,,631,3093,254015,6848072,164340114,171445294,53.4377,3.0424,6.0849
day,2026-08-01,,1243,8856,560845,5561396,250296311,256427408,75.3431,4.3124,8.6248
day,2026-08-02,,2095,5496,1344277,6977342,339262565,347589680,103.8991,5.9487,11.8974
day,2026-08-03,,3225,23466,1228967,19167120,536296804,556716357,171.7114,9.791,19.582
day,2026-08-04,,323,13015,142150,1971068,39101333,41227566,13.5695,0.7709,1.5417
day,2026-08-05,,657,1787,286446,4672434,91066167,96026834,31.4815,1.7882,3.5763
day,2026-08-06,,3064,28381,1125446,14847361,493347883,509349071,154.0485,8.7973,17.5945
day,2026-08-07,,2068,4963,676244,17444157,413402684,431528048,134.8889,7.6788,15.3576
day,2026-08-08,,4255,47237,1331620,20159731,830971552,852510140,250.2015,14.313,28.626
day,2026-08-09,,5283,64396,1373409,22876001,886709264,911023070,268.704,15.3645,30.729
day,2026-08-10,,3984,53819,1283159,18754319,634612620,654703917,196.9766,11.2506,22.5012
day,2026-08-11,,1562,9071,698861,6558893,221468597,228735422,69.852,3.9893,7.9787
day,2026-08-12,,250,653,142318,1672205,37721945,39537121,12.7759,0.7269,1.4537
day,2026-08-13,,84,166,27185,334918,8022052,8384321,2.6745,0.1523,0.3045
day,2026-08-14,,19,38,2401,214217,782061,998717,0.5139,0.0284,0.0568
day,2026-08-15,,18,36,2434,213650,728993,945113,0.4994,0.0276,0.0551
day,2026-08-16,,18,36,2815,212322,726847,942020,0.4987,0.0275,0.0551
day,2026-08-17,,39,78,9934,310995,2021166,2342173,1.0047,0.0561,0.1123
day,2026-08-18,,285,568,181938,1228874,40742116,42153496,13.1147,0.7488,1.4976
day,2026-08-19,,870,1740,523899,2930364,142095433,145551436,43.3549,2.4823,4.9646
day,2026-08-20,,2131,4320,838986,8335140,329763669,338942115,101.1053,5.7817,11.5633
day,2026-08-21,,3374,6952,938769,11353197,678083464,690382382,196.3365,11.258,22.5159
day,2026-08-22,,4219,8438,1367817,18528526,793556645,813461426,238.2949,13.6356,27.2712
day,2026-08-23,,4780,9560,1667111,16953670,881927242,900557583,260.3849,14.9179,29.8359
day,2026-08-24,,1004,2008,449421,4405346,169736444,174593219,52.2792,2.989,5.9779
day,2026-08-25,,1291,2582,993949,4814837,224746691,230558059,69.5519,3.981,7.962
day,2026-08-26,,58,116,24692,311333,3235406,3571547,1.3859,0.0781,0.1561
day,2026-08-27,,2553,5106,857461,11835008,454391610,467089185,138.4908,7.9182,15.8365
day,2026-08-28,,2850,5700,1229085,13010965,392932032,407177782,125.7936,7.1775,14.355
day,2026-08-29,,3473,6946,970773,12843362,447480189,461301270,138.6067,7.9187,15.8373
day,2026-08-30,,2462,4924,885887,10238581,324734530,335863922,102.6698,5.8608,11.7215
day,2026-08-31,,4982,10232,1586867,19110551,845396647,866104297,253.5544,14.5117,29.0235
day,2026-09-01,,847,1694,211710,2434666,136336798,138984868,39.79,2.2807,4.5614
1 dimension key sessions turns input_tokens output_tokens cache_creation_tokens cache_read_tokens total_tokens cost_glm53_usd cost_glm53flash_promo_usd cost_glm53flash_list_usd
2 TOTAL ALL 435 64211 338907 23297506 288224316 10836625270 11148485999 3324.0201 190.016 380.032
3 machine LENOVO-AIO-BIRO 218 60304 330668 20939475 269887835 10356404686 10647562664 3163.1048 180.8473 361.6947
4 machine claude-agent 60 2114 4418 1543956 6731712 297811719 306091805 93.655 5.3584 10.7167
5 machine moltbot 157 1793 3821 814075 11604769 182408865 194831530 67.2603 3.8103 7.6206
6 model claude-fable-5 941 2106 208768 4533984 158857102 163601960 48.572 2.7753 5.5505
7 model claude-haiku-4-5-20251001 25 208 5691 89633 855441 950973 0.3732 0.021 0.042
8 model claude-opus-5 25343 75166 19607975 85344425 4168532752 4273560318 1289.681 73.8365 147.6729
9 model claude-sonnet-5 37902 261427 3475072 198256274 6508379975 6710372748 1985.3939 113.3833 226.7666
10 month 2026-07 845 6527 330630 7941767 184927510 193206434 60.6635 3.4527 6.9054
11 month 2026-08 62519 330686 22755166 277847883 10515360962 10816294697 3223.5666 184.2826 368.5652
12 month 2026-09 847 1694 211710 2434666 136336798 138984868 39.79 2.2807 4.5614
13 day 2026-07-29 214 3434 76615 1093695 20587396 21761140 7.2258 0.4102 0.8205
14 day 2026-07-30 631 3093 254015 6848072 164340114 171445294 53.4377 3.0424 6.0849
15 day 2026-08-01 1243 8856 560845 5561396 250296311 256427408 75.3431 4.3124 8.6248
16 day 2026-08-02 2095 5496 1344277 6977342 339262565 347589680 103.8991 5.9487 11.8974
17 day 2026-08-03 3225 23466 1228967 19167120 536296804 556716357 171.7114 9.791 19.582
18 day 2026-08-04 323 13015 142150 1971068 39101333 41227566 13.5695 0.7709 1.5417
19 day 2026-08-05 657 1787 286446 4672434 91066167 96026834 31.4815 1.7882 3.5763
20 day 2026-08-06 3064 28381 1125446 14847361 493347883 509349071 154.0485 8.7973 17.5945
21 day 2026-08-07 2068 4963 676244 17444157 413402684 431528048 134.8889 7.6788 15.3576
22 day 2026-08-08 4255 47237 1331620 20159731 830971552 852510140 250.2015 14.313 28.626
23 day 2026-08-09 5283 64396 1373409 22876001 886709264 911023070 268.704 15.3645 30.729
24 day 2026-08-10 3984 53819 1283159 18754319 634612620 654703917 196.9766 11.2506 22.5012
25 day 2026-08-11 1562 9071 698861 6558893 221468597 228735422 69.852 3.9893 7.9787
26 day 2026-08-12 250 653 142318 1672205 37721945 39537121 12.7759 0.7269 1.4537
27 day 2026-08-13 84 166 27185 334918 8022052 8384321 2.6745 0.1523 0.3045
28 day 2026-08-14 19 38 2401 214217 782061 998717 0.5139 0.0284 0.0568
29 day 2026-08-15 18 36 2434 213650 728993 945113 0.4994 0.0276 0.0551
30 day 2026-08-16 18 36 2815 212322 726847 942020 0.4987 0.0275 0.0551
31 day 2026-08-17 39 78 9934 310995 2021166 2342173 1.0047 0.0561 0.1123
32 day 2026-08-18 285 568 181938 1228874 40742116 42153496 13.1147 0.7488 1.4976
33 day 2026-08-19 870 1740 523899 2930364 142095433 145551436 43.3549 2.4823 4.9646
34 day 2026-08-20 2131 4320 838986 8335140 329763669 338942115 101.1053 5.7817 11.5633
35 day 2026-08-21 3374 6952 938769 11353197 678083464 690382382 196.3365 11.258 22.5159
36 day 2026-08-22 4219 8438 1367817 18528526 793556645 813461426 238.2949 13.6356 27.2712
37 day 2026-08-23 4780 9560 1667111 16953670 881927242 900557583 260.3849 14.9179 29.8359
38 day 2026-08-24 1004 2008 449421 4405346 169736444 174593219 52.2792 2.989 5.9779
39 day 2026-08-25 1291 2582 993949 4814837 224746691 230558059 69.5519 3.981 7.962
40 day 2026-08-26 58 116 24692 311333 3235406 3571547 1.3859 0.0781 0.1561
41 day 2026-08-27 2553 5106 857461 11835008 454391610 467089185 138.4908 7.9182 15.8365
42 day 2026-08-28 2850 5700 1229085 13010965 392932032 407177782 125.7936 7.1775 14.355
43 day 2026-08-29 3473 6946 970773 12843362 447480189 461301270 138.6067 7.9187 15.8373
44 day 2026-08-30 2462 4924 885887 10238581 324734530 335863922 102.6698 5.8608 11.7215
45 day 2026-08-31 4982 10232 1586867 19110551 845396647 866104297 253.5544 14.5117 29.0235
46 day 2026-09-01 847 1694 211710 2434666 136336798 138984868 39.79 2.2807 4.5614

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# Supliment GLM (Z.AI) pentru plafonul săptămânal Claude Max 5x
**Analiză: 2026-09-01. Decizie: neimplementată.**
Date brute și metodologie completă: [`claude_usage_report.md`](../claude_usage_report.md),
`claude_usage_sessions.csv`, `claude_usage_summary.csv`.
## Problema
Max 5x are două plafoane săptămânale: unul general și unul separat pentru Opus.
Se atinge **cel general** — cota se consumă în ~2 zile, urmează ~5 zile blocate.
Semnătura în date, săptămâna 2026-W33 (M tokeni):
| Lu | Ma | Mi | Jo | Vi | Sâ | Du |
|---:|---:|---:|---:|---:|---:|---:|
| 655 | 229 | 40 | 8 | 1 | 1 | 1 |
## Cifrele care contează
Măsurat pe 3 mașini (Windows `LENOVO-AIO-BIRO` 95,5%, `claude-agent` 2,7%, `moltbot` 1,7%),
2026-07-29 → 2026-09-01, 435 sesiuni, 64.211 cereri API, dedup pe `message.id`+`requestId`.
| Metrică | Valoare |
|---|---:|
| Total tokeni | 11,15 miliarde |
| Cache read (din total) | 97,2% |
| Opus 5 / Sonnet 5 | 38,3% / 60,2% |
| Livrat de Max 5x | 2,23B / săptămână |
| Zile blocate | 10 din 34 (29%) |
| **Deficit** | **+32% ≈ ~570 prompturi/săpt.** |
| Prompturi umane reale | ~9.000 (~1.801/săpt.), 7,14 cereri API per prompt |
**Valoarea abonamentului Max:** aceiași tokeni, fiecare model la tariful lui pe OpenCode Zen,
ar costa **$5.167/lună**. Max 5x la $100 e de ~52× mai ieftin. Nu se atinge.
## Ce acoperă deficitul
| Opțiune | Cost/lună | Acoperă deficitul | Verdict |
|---|---:|---:|---|
| OpenCode Zen $20 (per-token) | $20 | 10,5% din volum total | nu — plafon în dolari |
| OpenCode Go | $10 | plafon $30/săpt. → 0,3 zile | testat, s-a consumat în 1–2 zile |
| **Z.AI Coding Lite** | **$18** (anual $12,60) | **70%** → ~0,6 zile blocate | **de aici se începe** |
| Z.AI Coding Pro | $72 (anual $50,40) | 351% → 0 zile blocate | dacă Lite nu ajunge |
| Z.AI Coding Max | $160 (anual $112) | 1403% | supradimensionat |
Planurile Z.AI se contorizează în **prompturi**, nu în dolari de consum — de asta rezistă
la un workload cu 7,1 cereri API per prompt, spre deosebire de Zen/Go.
**Necunoscută care schimbă decizia:** multiplicatorul de credite pentru GLM-5.3-Flash.
Z.AI documentează 3× în orele de vârf pentru modelele mari. Flash e modelul mic, deci
probabil 1× — dar dacă nu, cei ~400 prompturi/săpt. ai lui Lite devin ~133 și Lite pică.
**De verificat înainte de a plăti.**
Prețuri verificate 2026-09-01: [docs.z.ai/devpack/overview](https://docs.z.ai/devpack/overview),
[opencode.ai/docs/zen](https://opencode.ai/docs/zen/), [opencode.ai/docs/go](https://opencode.ai/docs/go/).
GLM-5.3 nu e listat încă pe OpenCode Zen; s-a folosit tariful Z.AI ca proxy.
## Mecanismul — ce s-a verificat empiric
| Întrebare | Răspuns | Cum s-a verificat |
|---|---|---|
| Subagenți (tool `Agent`) pe GLM? | **NU** | rulează în proces, moștenesc auth; `model` acceptă doar sonnet/opus/haiku/fable |
| Sesiuni separate pe GLM? | **DA** | endpoint fals local: cererea a plecat cu `Bearer zai-…` pe `glm-5.3-flash`, nu spre Anthropic |
| Sesiunea părinte e afectată? | **NU** | variabilele de mediu sunt per-proces |
| Predare de sesiune? | **DA** | `--output-format json` → `session_id`, apoi `--resume` cu același env |
| Paralelism? | **DA** | 3 sesiuni simultane, curat |
| Cost pornire proces | **~20–60s** | măsurat |
| Memorie per sesiune | **~186MB RSS** | măsurat |
Z.AI e singurul provider cu endpoint compatibil Anthropic (`https://api.z.ai/api/anthropic`),
deci singurul drop-in pentru Claude Code.
## Implementare
1. **Cheia:** `~/.config/zai/key`, `chmod 600`. Nu în linia de comandă (ajunge în `history` și `ps`).
2. **Wrapper:** [`tools/claude-glm.sh`](../tools/claude-glm.sh) — `task` / `resume` / `shell`.
Setează `[1m]` pe model (altfel Claude Code presupune 200k și compactează devreme),
`--autocompact 250000`, și `CLAUDE_CONFIG_DIR=~/.claude-glm` separat, ca transcripturile
GLM să nu strice statistica de consum.
3. **Reguli de orchestrare** în `CLAUDE.md` — vezi mai jos.
4. **Măsurare după:** re-rulează `tools/claude_usage_extract.py` pe ambele config dir-uri și
compară deficitul. Fără asta nu știi dacă a funcționat.
### Reguli de orchestrare (de pus în CLAUDE.md la implementare)
- **Agenți Sonnet** (tool `Agent`): judecată, cod critic, nevoie de contextul sesiunii. Consumă Max.
- **Agenți GLM** (`Bash: tools/claude-glm.sh task "..."`): sarcini mari, delimitate,
verificabile mecanic — implementare după spec, teste, refactorizări repetitive. Nu consumă Max.
- Minimum ~10 min de lucru per lansare GLM; sub asta pornirea domină.
- Maximum 4 procese GLM simultane (186MB fiecare; cgroup-ul LXC 171 are istoric de OOM).
- Pentru fan-out larg: **un singur** proces GLM căruia îi ceri să folosească subagenți —
ei moștenesc GLM. Nu multiplica procesele din orchestrator.
- Briefing complet în prompt: agentul GLM nu vede contextul orchestratorului.
- **Verifică mecanic rezultatul.** Flash e modelul mic; rulează testele, nu accepta raportul lui.
## Rezerve
1. **Orchestrarea rămâne pe Max.** Fiecare lansare și citire de rezultat consumă cotă Opus.
Câștigul e proporțional cu autonomia sarcinilor date lui GLM.
2. **Deficitul de +32% e conservator** — presupune ritm median în zilele blocate, nu ritmul
zilelor bune (peste 850M). Cererea suprimată reală e probabil mai mare.
3. **`claude-agent` are doar 5 zile din 35** cu transcripturi păstrate (retenție + recreare
director pe 2026-08-30). Nu s-a extrapolat.
4. **Prompturile de pe Windows sunt estimate** din raportul 7,14 măsurat pe Linux —
singura extrapolare din analiză.
5. **Promoția Flash expiră 2026-09-09**; tarifele per-token se dublează (irelevant dacă se
merge pe abonament).

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#!/usr/bin/env bash
# Sesiune Claude Code separata pe GLM (Z.AI). NU consuma cota Claude Max.
#
# tools/claude-glm.sh task "implementeaza T3 din TODO.md" # one-shot, JSON pe stdout
# tools/claude-glm.sh resume <session_id> "continua" # predare / continuare
# tools/claude-glm.sh shell # sesiune interactiva
# tools/claude-glm.sh -- <argumente claude brute>
#
# Env optional: GLM_MODEL (default glm-5.3-flash[1m]), GLM_CONTEXT (default 250000)
set -euo pipefail
KEY_FILE="${ZAI_KEY_FILE:-$HOME/.config/zai/key}"
[[ -r "$KEY_FILE" ]] || { echo "Lipseste cheia Z.AI in $KEY_FILE (chmod 600)" >&2; exit 1; }
export ANTHROPIC_BASE_URL="https://api.z.ai/api/anthropic"
export ANTHROPIC_AUTH_TOKEN="$(tr -d '\r\n' < "$KEY_FILE")"
# [1m] = fereastra reala de 1M; fara el Claude Code presupune 200k si compacteaza devreme
MODEL="${GLM_MODEL:-glm-5.3-flash[1m]}"
export ANTHROPIC_DEFAULT_SONNET_MODEL="$MODEL"
export ANTHROPIC_DEFAULT_OPUS_MODEL="$MODEL"
export ANTHROPIC_DEFAULT_HAIKU_MODEL="glm-5.3-flash[1m]"
export CLAUDE_CODE_DISABLE_NONESSENTIAL_TRAFFIC=1
export API_TIMEOUT_MS=3000000
# config separat: transcripturile GLM nu se amesteca cu cele Anthropic in statistica de consum
export CLAUDE_CONFIG_DIR="${CLAUDE_CONFIG_DIR_GLM:-$HOME/.claude-glm}"
CTX="${GLM_CONTEXT:-250000}"
COMMON=(--model sonnet --autocompact "$CTX" --output-format json)
case "${1:-shell}" in
task) shift; exec claude -p "$*" "${COMMON[@]}" < /dev/null ;;
resume) sid="$2"; shift 2; exec claude -p "$*" --resume "$sid" "${COMMON[@]}" < /dev/null ;;
shell) shift || true; exec claude --model sonnet --autocompact "$CTX" "$@" ;;
--) shift; exec claude "$@" ;;
*) exec claude "$@" ;;
esac

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#!/usr/bin/env python3
"""Extrage token usage real din transcripturile Claude Code (~/.claude/projects/**/*.jsonl).
READ-ONLY: nu scrie, nu mută, nu șterge nimic. Emite JSON agregat pe stdout.
Poate fi rulat remote fără a atinge discul: ssh host 'python3 -' < acest_fisier
Deduplicare: cheia (message.id, requestId) — aceeași cerere API poate apărea în
mai multe fișiere (resume, fork de sesiune, backup-uri).
"""
import json, os, sys, glob, argparse, hashlib
def main():
ap = argparse.ArgumentParser()
ap.add_argument("--root", default=os.path.expanduser("~/.claude/projects"))
ap.add_argument("--machine", default=os.uname().nodename)
a = ap.parse_args()
rows = {} # (session, date, model) -> tokens
sessions = {} # session -> meta
seen = set() # chei de deduplicare
dup = 0
total_assistant = 0
files = sorted(glob.glob(os.path.join(a.root, "**", "*.jsonl"), recursive=True))
bad_lines = 0
for fp in files:
project = os.path.basename(os.path.dirname(fp))
try:
fh = open(fp, "r", encoding="utf-8", errors="replace")
except OSError:
continue
with fh:
for line in fh:
line = line.strip()
if not line or not line.startswith("{"):
continue
try:
d = json.loads(line)
except Exception:
bad_lines += 1
continue
t = d.get("type")
sid = d.get("sessionId")
if not sid:
continue
ts = d.get("timestamp") or ""
s = sessions.setdefault(sid, {
"machine": a.machine, "project": project, "first_ts": ts, "last_ts": ts,
"user_msgs": 0, "assistant_msgs": 0, "models": set(),
"version": d.get("version"), "entrypoint": d.get("entrypoint"),
"cwd": d.get("cwd"), "files": set(),
})
s["files"].add(os.path.basename(fp))
if ts:
if not s["first_ts"] or ts < s["first_ts"]: s["first_ts"] = ts
if ts > s["last_ts"]: s["last_ts"] = ts
if t == "user" and not d.get("isSidechain"):
s["user_msgs"] += 1
if t != "assistant":
continue
msg = d.get("message") or {}
u = msg.get("usage")
if not isinstance(u, dict):
continue
total_assistant += 1
# cheie de deduplicare
mid = msg.get("id"); rid = d.get("requestId")
if mid or rid:
key = f"{mid}|{rid}"
else:
key = "h:" + hashlib.sha1((sid + ts + str(u.get("output_tokens"))).encode()).hexdigest()
if key in seen:
dup += 1
continue
seen.add(key)
model = msg.get("model") or "unknown"
if model.startswith("<") or model == "unknown":
continue # synthetic / mesaje locale fără cost
s["assistant_msgs"] += 1
s["models"].add(model)
date = ts[:10] if ts else "unknown"
k = (sid, date, model)
r = rows.setdefault(k, {"input": 0, "output": 0, "cache_creation": 0,
"cache_read": 0, "thinking": 0, "turns": 0,
"web_search": 0, "web_fetch": 0})
r["input"] += u.get("input_tokens") or 0
r["output"] += u.get("output_tokens") or 0
r["cache_creation"] += u.get("cache_creation_input_tokens") or 0
r["cache_read"] += u.get("cache_read_input_tokens") or 0
otd = u.get("output_tokens_details") or {}
r["thinking"] += otd.get("thinking_tokens") or 0
stu = u.get("server_tool_use") or {}
r["web_search"] += stu.get("web_search_requests") or 0
r["web_fetch"] += stu.get("web_fetch_requests") or 0
r["turns"] += 1
out = {
"machine": a.machine,
"root": a.root,
"files_scanned": len(files),
"assistant_records_with_usage": total_assistant,
"duplicates_removed": dup,
"malformed_lines": bad_lines,
"rows": [{"session": k[0], "date": k[1], "model": k[2], **v} for k, v in rows.items()],
"sessions": {sid: {**{kk: vv for kk, vv in m.items() if kk not in ("models", "files")},
"models": sorted(m["models"]), "files": len(m["files"])}
for sid, m in sessions.items()},
}
json.dump(out, sys.stdout)
main()

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#!/usr/bin/env python3
import json, sys
SP, OUT = sys.argv[1], sys.argv[2]
d = json.load(open(SP + "/_agg.json")); T = d["TOT"]
def tt(x): return x["input"]+x["output"]+x["cache_creation"]+x["cache_read"]
P = {"GLM-5.3":{"in":1.40,"cr":0.26,"out":4.40},
"GLM-5.3-Flash (promo)":{"in":0.075,"cr":0.015,"out":0.25},
"GLM-5.3-Flash (listă)":{"in":0.15,"cr":0.03,"out":0.50},
"Zen Claude Opus 5":{"in":5.0,"cr":0.5,"cw":6.25,"out":25.0},
"Zen Claude Sonnet 5":{"in":2.0,"cr":0.2,"cw":2.50,"out":10.0}}
def cA(t,n):
p=P[n]; cw=p.get("cw",p["in"])
return {"input":t["input"]/1e6*p["in"],"cache_read":t["cache_read"]/1e6*p["cr"],
"cache_write":t["cache_creation"]/1e6*cw,"output":t["output"]/1e6*p["out"]}
def cB(t,n):
p=P[n]; return (t["input"]+t["cache_read"]+t["cache_creation"])/1e6*p["in"]+t["output"]/1e6*p["out"]
def S(t,n): return sum(cA(t,n).values())
N=lambda v: f"{v:,}"
days=d["days"]; nd=d["span"]; ns=d["n_sessions"]
g53,gfp,gfl = S(T,"GLM-5.3"),S(T,"GLM-5.3-Flash (promo)"),S(T,"GLM-5.3-Flash (listă)")
zs = d["zen_self"]
COV={"claude-agent":("2026-08-17","2026-09-01",5,"`~/.claude/projects` (Linux, LXC 171)"),
"moltbot":("2026-08-02","2026-09-01",31,"`/home/moltbot/.claude/projects` (Linux, LXC 110)"),
"LENOVO-AIO-BIRO":("2026-07-29","2026-09-01",29,"`C:\\Users\\<user>\\.claude\\projects` (Windows)")}
L=[];A=L.append
A("# Analiză consum Claude Code — Claude Max 5x vs. OpenCode Zen (GLM-5.3)\n")
A(f"**Generat:** 2026-09-01 · **Perioadă:** {days[0]} → {days[-1]} ({nd} zile) · "
f"**3 mașini · {N(ns)} sesiuni · {tt(T)/1e9:.2f}ial miliarde tokeni**\n".replace("ial",""))
A("## 0. Ce a fost scanat\n")
A("| Mașină | Locație | Fișiere | Înregistrări | Duplicate | Sesiuni | Prima zi | Ultima zi | Zile active |")
A("|---|---|---:|---:|---:|---:|---|---|---:|")
for m in d["meta"]:
mm=m["machine"]; c=COV[mm]
A(f"| `{mm}` | {c[3]} | {N(m['files_scanned'])} | {N(m['assistant_records_with_usage'])} | "
f"{N(m['duplicates_removed'])} | {d['sess_per_machine'][mm]} | {c[0]} | {c[1]} | {c[2]} |")
A("")
A("Windows a fost extras de o sesiune Claude Code rulată manual pe acea mașină, cu **exact același "
"script și aceeași cheie de deduplicare** — altfel cifrele nu s-ar putea aduna. Datele au trecut "
"printr-un pas de tabel (separator TAB, date în format M/D/YYYY); au fost renormalizate la ISO, "
"iar toate cele 218 UUID-uri de sesiune au fost validate. Ceasul din zi s-a pierdut la conversie, "
"dar granularitatea folosită în raport e ziua.\n")
A("### Corecție de premisă\n")
A("Sesiunea care a condus analiza **nu rulează pe Windows** — rulează pe LXC 171 `claude-agent` "
"(`Linux claude-agent 6.8.12-15-pve`). Windows a fost acoperit separat, prin sesiunea deschisă acolo.\n")
A("### Surse de token usage și care e autoritativă\n")
A("| Sursă | Conține | Verdict |")
A("|---|---|---|")
A("| `~/.claude/projects/**/*.jsonl`, câmpul `message.usage` din înregistrările `assistant` | `input_tokens`, `output_tokens`, `cache_creation_input_tokens`, `cache_read_input_tokens`, `thinking_tokens`, `model`, `requestId` | **AUTORITATIVĂ** — valori raportate de API |")
A("| `~/.claude/stats-cache.json` | mesaje/sesiuni/tool-calls pe zi, din 2025-12-31 | secundară — **zero tokeni**; dovadă că istoricul e mai lung decât transcripturile |")
A("| `~/.claude/history.jsonl` | 6.400 de prompturi, din 2025-12-31 | secundară — fără tokeni |")
A("\nLungimea transcriptului nu a fost folosită ca proxy pentru tokeni nicăieri.\n")
A("## 1. Perioada\n")
A(f"- **Început:** {days[0]}\n- **Sfârșit:** {days[-1]}\n- **Zile calendaristice:** {nd}\n"
f"- **Zile cu activitate:** {len(days)}\n- **Zile lipsă:** {', '.join(d['missing']) or 'niciuna'}\n")
A("Acoperirea e inegală: Windows și moltbot acoperă luna întreagă, dar **`claude-agent` are doar "
"5 zile** cu transcripturi păstrate (retenția implicită de 30 de zile plus o recreare a "
"directorului pe 2026-08-30). `stats-cache.json` arată activitate continuă din **2025-12-31**. "
"Consumul istoric real e mai mare decât cel de aici; **nu am extrapolat nimic** — toate cifrele "
"sunt tokeni observați efectiv.\n")
A("## 2. Deduplicare\n")
tr=sum(m["assistant_records_with_usage"] for m in d["meta"])
td=sum(m["duplicates_removed"] for m in d["meta"])
A("Cheie: `message.id` + `requestId`. Aceeași cerere API reapare în mai multe fișiere după "
"`--resume`, fork de sesiune sau compactare.\n")
A(f"- Înregistrări `assistant` cu `usage` întâlnite: **{N(tr)}**")
A(f"- Duplicate eliminate: **{N(td)}** ({td/tr*100:.1f}%)")
A(f"- Cereri API unice numărate: **{N(tr-td)}**")
A(f"- Sesiuni prezente pe mai multe mașini: **{len(d['cross_dupes'])}** (verificat pe toate cele trei perechi)")
A(f"- Linii malformate: **{sum(m['malformed_lines'] for m in d['meta'])}**\n")
A("## 3. Total\n")
A("| Metrică | Valoare |")
A("|---|---:|")
A(f"| Sesiuni | {N(ns)} |")
A(f"| Turn-uri asistent (cereri API) | {N(T['turns'])} |")
A(f"| Input tokens (necache) | {N(T['input'])} |")
A(f"| Output tokens | {N(T['output'])} |")
A(f"| Cache creation (write) | {N(T['cache_creation'])} |")
A(f"| Cache read | {N(T['cache_read'])} |")
A(f"| **TOTAL** | **{N(tt(T))}** |\n")
A(f"Cache read = **{T['cache_read']/tt(T)*100:.1f}%** din volum. Output-ul real e doar "
f"**{T['output']/tt(T)*100:.2f}%**. Asta e semnătura unui workload agentic: contextul se "
"retrimite la fiecare turn, iar tarifarea cache-ului decide costul.\n")
A(f"Medii: **{N(round(tt(T)/ns))}** tokeni/sesiune ({T['turns']/ns:.0f} turn-uri) · "
f"**{N(round(tt(T)/nd))}** tokeni/zi · **{ns/nd:.1f}** sesiuni/zi.\n")
def tbl(title,dic,keyname,sort=None):
A(f"### {title}\n")
A(f"| {keyname} | Sesiuni | Turn-uri | Input | Output | Cache write | Cache read | Total | % |")
A("|---|---:|---:|---:|---:|---:|---:|---:|---:|")
for k,v in (sorted(dic.items(),key=sort) if sort else sorted(dic.items(),key=lambda kv:-tt(kv[1]))):
se=d["sess_per_machine"].get(k,"") if keyname=="Mașină" else ""
A(f"| {k} | {se} | {N(v['turns'])} | {N(v['input'])} | {N(v['output'])} | {N(v['cache_creation'])} | "
f"{N(v['cache_read'])} | {N(tt(v))} | {tt(v)/tt(T)*100:.1f}% |")
A("")
tbl("Breakdown pe calculator", d["by_machine"], "Mașină")
tbl("Breakdown pe model", d["by_model"], "Model")
tbl("Breakdown pe lună", d["by_month"], "Lună", sort=lambda kv:kv[0])
tbl("Breakdown pe zi", d["by_day"], "Zi", sort=lambda kv:kv[0])
A("## 4. Prețuri — verificate 2026-09-01\n")
A("Pagina oficială **OpenCode Zen (`opencode.ai/docs/zen`) nu listează încă GLM-5.3 sau "
"GLM-5.3-Flash.** Cele mai noi GLM de acolo:\n")
A("| Model pe Zen | Input | Output | Cache read | Cache write |")
A("|---|---:|---:|---:|---:|")
for r in [("GLM 5.2","$1.40","$4.40","$0.26","—"),("GLM 5.1","$1.40","$4.40","$0.26","—"),
("GLM 5","$1.00","$3.20","$0.20","—"),("Claude Opus 5","$5.00","$25.00","$0.50","$6.25"),
("Claude Sonnet 5","$2.00","$10.00","$0.20","$2.50"),
("Claude Fable 5","$10.00","$50.00","$1.00","$12.50"),
("Claude Haiku 4.5","$1.00","$5.00","$0.10","$1.25")]:
A("| "+" | ".join(r)+" |")
A("")
A("Pentru GLM-5.3 am folosit **prețurile oficiale Z.AI** (furnizorul modelului). Zen revinde de "
"regulă la același tarif — GLM 5.2 pe Zen e identic cu tariful Z.AI, ceea ce validează proxy-ul.\n")
A("| Model | Input | Cache read | Cache write | Output |")
A("|---|---:|---:|---:|---:|")
A("| **GLM-5.3** | $1.40 | $0.26 | *fără tarif separat* | $4.40 |")
A("| **GLM-5.3-Flash** (promo, până 2026-09-09 24:00 UTC+8) | $0.075 | $0.015 | *fără tarif separat* | $0.25 |")
A("| **GLM-5.3-Flash** (preț de listă) | $0.15 | $0.03 | *fără tarif separat* | $0.50 |\n")
A("Surse: [opencode.ai/docs/zen](https://opencode.ai/docs/zen/) · "
"[docs.z.ai/guides/overview/pricing](https://docs.z.ai/guides/overview/pricing) · "
"[openrouter.ai/z-ai/glm-5.3-flash](https://openrouter.ai/z-ai/glm-5.3-flash)\n")
A("> **Cache write:** niciun model GLM nu are tarif separat de cache creation (spre deosebire de "
"modelele Claude de pe Zen). `cache_creation_input_tokens` se facturează deci la tariful de "
"**input normal**. `cache_read_input_tokens` **nu** a fost tratat ca input normal — are tariful "
"lui redus. Vezi Scenariul B pentru varianta fără cache.\n")
A("## 5. Cost echivalent Zen — Scenariul A (tokeni reali, tarife de cache)\n")
A("| Model | Input | Cache read | Cache write | Output | **TOTAL** |")
A("|---|---:|---:|---:|---:|---:|")
for n in ["GLM-5.3","GLM-5.3-Flash (promo)","GLM-5.3-Flash (listă)"]:
c=cA(T,n)
A(f"| {n} | ${c['input']:.2f} | ${c['cache_read']:.2f} | ${c['cache_write']:.2f} | ${c['output']:.2f} | **${sum(c.values()):.2f}** |")
A("")
A("### Medii\n")
A("| Model | / sesiune | / zi | / lună (30 zile) |")
A("|---|---:|---:|---:|")
for n in ["GLM-5.3","GLM-5.3-Flash (promo)","GLM-5.3-Flash (listă)"]:
s=S(T,n); A(f"| {n} | ${s/ns:.3f} | ${s/nd:.2f} | ${s/nd*30:.2f} |")
A("")
A("## 6. Scenariul B — fără avantajul cache-ului\n")
A("Tot `cache_read` + `cache_creation` facturați ca input normal.\n")
A("| Model | A (cu cache) | B (fără cache) | Factor |")
A("|---|---:|---:|---:|")
for n in ["GLM-5.3","GLM-5.3-Flash (promo)","GLM-5.3-Flash (listă)"]:
a,b=S(T,n),cB(T,n); A(f"| {n} | ${a:.2f} | ${b:.2f} | **{b/a:.1f}×** |")
A("")
A("## 7. Comparație cu Claude Max 5x\n")
A("Nu există conversie oficială Anthropic din quota Max în tokeni, deci nu o inventez. Compar ce "
"ai plătit cu ce ar fi costat exact aceiași tokeni la tarif per-token.\n")
A("| | Claude Max 5x | Zen GLM-5.3 | Zen GLM-5.3-Flash (promo) | Zen GLM-5.3-Flash (listă) |")
A("|---|---|---|---|---|")
A(f"| Cost pentru perioada măsurată | **$100/lună** | ${g53:,.2f} | ${gfp:,.2f} | ${gfl:,.2f} |")
A(f"| Tokeni | {N(tt(T))} | identic | identic | identic |")
A(f"| Sesiuni | {N(ns)} | identic | identic | identic |")
A("| Modele | Opus 5, Sonnet 5, Fable 5, Haiku 4.5 | GLM-5.3 | GLM-5.3-Flash | GLM-5.3-Flash |")
A("")
A("### Cât valorează de fapt abonamentul Max\n")
A(f"Aceiași {N(tt(T))} tokeni, **fiecare model la propriul lui tarif pe Zen** "
"(Opus 5 la preț de Opus 5, Sonnet 5 la preț de Sonnet 5 etc.):\n")
A(f"# **${zs:,.2f}**\n")
A(f"Abonamentul Max 5x de $100 a livrat consum care la tarif per-token ar fi costat **${zs:,.0f}** — "
f"adică Max e de **{zs/100:.0f}× mai ieftin** decât plata la token pentru exact aceleași modele. "
"Asta e cifra cea mai importantă din tot raportul.\n")
A("### Acoperirea celor $20 Zen\n")
A("| Model | Cost pentru consumul observat | % din $20 | De câte ori acoperă $20 consumul |")
A("|---|---:|---:|---:|")
for n in ["GLM-5.3","GLM-5.3-Flash (promo)","GLM-5.3-Flash (listă)"]:
s=S(T,n); A(f"| {n} | ${s:,.2f} | {s/20*100:,.0f}% | **{20/s:.3f}×** |")
A("")
A("Scenariul B, fără cache:\n")
A("| Model | Cost | % din $20 | Acoperire |")
A("|---|---:|---:|---:|")
for n in ["GLM-5.3","GLM-5.3-Flash (promo)","GLM-5.3-Flash (listă)"]:
b=cB(T,n); A(f"| {n} | ${b:,.2f} | {b/20*100:,.0f}% | {20/b:.3f}× |")
A("")
A("### Cât consum încap în $20\n")
A("| Model | Tokeni pentru $20 | % din consumul lunar | Zile la ritmul actual | Sesiuni |")
A("|---|---:|---:|---:|---:|")
for n in ["GLM-5.3","GLM-5.3-Flash (promo)","GLM-5.3-Flash (listă)"]:
s=S(T,n); f=20/s
A(f"| {n} | {N(round(tt(T)*f))} | {f*100:.1f}% | {nd*f:.2f} | {ns*f:.1f} |")
A("")
# ---- Sectiunea abonamentelor Z.AI Coding Plan ----
PROMPTS_LINUX = 245 + 309 # numarate exact (claude-agent + moltbot)
REQ_LINUX = 2143 + 1810
RATIO = REQ_LINUX / PROMPTS_LINUX
REQ_WIN = tt_turns_win = d["by_machine"]["LENOVO-AIO-BIRO"]["turns"]
PROMPTS_WIN = REQ_WIN / RATIO
PROMPTS_TOT = PROMPTS_LINUX + PROMPTS_WIN
WEEKS = nd / 7
PPW = PROMPTS_TOT / WEEKS
PLANS = [("Lite", 18.00, 151.20, 400, 10000),
("Pro", 72.00, 604.80, 2000, 60000),
("Max", 160.00, 1344.00, 8000, 140000)]
son=tt(d["by_model"]["claude-sonnet-5"])/tt(T)*100
op=tt(d["by_model"]["claude-opus-5"])/tt(T)*100
A("## 8. Abonamentele Z.AI GLM Coding Plan\n")
A("Planurile Z.AI nu se facturează pe tokeni, ci pe **prompturi** (turnuri umane) contorizate în "
"credite, cu două limite simultane: una la 5 ore și una săptămânală. Documentația Z.AI notează "
"că *„un prompt poate invoca modelul de 15–20 de ori\"* — deci comparația corectă nu se face pe "
"cererile API, ci pe prompturile tale reale.\n")
A("### Prețuri (verificate 2026-09-01)\n")
A("| Plan | Lunar | Anual | Efectiv/lună anual | Economie | Prompturi / 5h | Prompturi / săpt. | Credite / săpt. |")
A("|---|---:|---:|---:|---:|---:|---:|---:|")
A("| Lite | $18.00 | **$151.20** | $12.60 | 30% | ~80 | ~400 | 10.000 |")
A("| Pro | $72.00 | **$604.80** | $50.40 | 30% | ~400 | ~2.000 | 60.000 |")
A("| Max | $160.00 | **$1.344,00** | $112.00 | 30% | ~1.600 | ~8.000 | 140.000 |")
A("")
A("Toate planurile includ **GLM-5.3 și GLM-5.3-Flash**. Surse: "
"[docs.z.ai/devpack/overview](https://docs.z.ai/devpack/overview) · "
"[aipricing.guru](https://www.aipricing.guru/z-ai-subscription-pricing/)\n")
A("### Câte prompturi dai de fapt\n")
A(f"Am numărat prompturile umane reale (excluzând `tool_result`, care în transcript apar tot ca "
f"mesaje de tip `user`):\n")
A("| Mașină | Prompturi umane | Cereri API | Cereri / prompt |")
A("|---|---:|---:|---:|")
A(f"| `claude-agent` | 245 | 2.143 | 8,75 |")
A(f"| `moltbot` | 309 | 1.810 | 5,86 |")
A(f"| `LENOVO-AIO-BIRO` | **~{PROMPTS_WIN:,.0f}** *(estimat)* | {REQ_WIN:,} | {RATIO:.2f} *(aplicat)* |")
A(f"| **TOTAL** | **~{PROMPTS_TOT:,.0f}** | {T['turns']:,} | {RATIO:.2f} |")
A("")
A(f"> **Estimare marcată:** scriptul rulat pe Windows a raportat doar cererile API, nu și "
f"prompturile umane. Cifra pentru Windows e derivată din raportul măsurat pe cele două mașini "
f"Linux ({RATIO:.2f} cereri API per prompt). E singura extrapolare din tot raportul și e "
f"marcată ca atare. Raportul real pe Windows poate diferi — sesiunile de acolo par mai lungi, "
f"deci numărul de prompturi ar putea fi mai mic (și acoperirea planurilor, mai bună).\n")
A(f"Ritm rezultat: **~{PPW:,.0f} prompturi/săptămână** (~{PROMPTS_TOT/nd:,.0f}/zi) pe {nd} zile.\n")
A("### Acoperire — la multiplicator 1×\n")
A("| Plan | Anual | Efectiv/lună | Prompturi/săpt. | Acoperă din nevoia ta | Verdict |")
A("|---|---:|---:|---:|---:|---|")
for nm,mo,yr,ppw,cr in PLANS:
cov = ppw/PPW*100
v = "**ACOPERĂ**" if cov>=100 else ("aproape" if cov>=70 else "insuficient")
A(f"| {nm} | ${yr:,.2f} | ${yr/12:.2f} | ~{ppw:,} | **{cov:.0f}%** | {v} |")
A("")
A("### Acoperire — dacă GLM-5.3 consumă credite multiplicat\n")
A("Z.AI aplică multiplicatori de credite modelelor mari (documentat 3× în orele de vârf și 2× "
"off-peak pentru GLM-5.2 / GLM-5-Turbo; pentru GLM-5.3 multiplicatorul nu e publicat explicit). "
"Dacă GLM-5.3 se contorizează la fel, acoperirea scade proporțional:\n")
A("| Plan | 1× (Flash / off-peak promo) | 2× (off-peak) | 3× (peak) |")
A("|---|---:|---:|---:|")
for nm,mo,yr,ppw,cr in PLANS:
A(f"| {nm} | {ppw/PPW*100:.0f}% | {ppw/2/PPW*100:.0f}% | {ppw/3/PPW*100:.0f}% |")
A("")
A("### Comparație completă a opțiunilor\n")
A("| Opțiune | Cost efectiv/lună | Acoperă volumul tău? | Observație |")
A("|---|---:|---|---|")
A("| **Claude Max 5x** (actual) | $100.00 | **DA, 100%** | modelele Claude; "
f"${zs:,.0f} valoare la tarif per-token |")
A(f"| OpenCode Zen, GLM-5.3-Flash | ${gfp:,.2f} *(pay-per-token)* | da, dar costă {gfp/100:.1f}× cât Max | fără plafon, dar fără reducere de abonament |")
A(f"| OpenCode Zen, GLM-5.3 | ${g53:,.2f} *(pay-per-token)* | da, dar costă {g53/100:.0f}× cât Max | prohibitiv |")
A("| OpenCode Zen $20 (buget fix) | $20.00 | **NU — 10,5%** | vezi secțiunea 7 |")
A(f"| **Z.AI Coding Lite anual** | **$12.60** | NU — {400/PPW*100:.0f}% la 1× | cel mai ieftin plan cu GLM-5.3 |")
A(f"| **Z.AI Coding Pro anual** | **$50.40** | **DA la 1× ({2000/PPW*100:.0f}%)**, nu la 2–3× | cel mai bun raport dacă multiplicatorul e 1× |")
A(f"| **Z.AI Coding Max anual** | **$112.00** | **DA, cu marjă ({8000/PPW*100:.0f}% la 1×, {8000/3/PPW*100:.0f}% la 3×)** | singurul sigur indiferent de multiplicator |")
A("")
A("### Ce înseamnă asta concret\n")
A(f"**Z.AI Coding Pro anual ($604,80/an = $50,40/lună) e de departe cea mai interesantă opțiune "
f"din tot setul** — la ritmul tău de ~{PPW:,.0f} prompturi/săptămână, cota lui de ~2.000/săptămână "
f"acoperă {2000/PPW*100:.0f}% din volum, la **jumătate din prețul Max 5x**.\n")
A("Dar cu trei rezerve serioase:\n")
A(f"1. **Marja e subțire.** {2000/PPW*100:.0f}% nu e mult peste 100%. O săptămână mai aglomerată "
"decât media te scoate din cotă, și atunci aștepți resetarea.")
A("2. **Multiplicatorul de credite e necunoscut pentru GLM-5.3.** Dacă e 2× sau 3× ca la GLM-5.2, "
f"Pro acoperă doar {2000/2/PPW*100:.0f}%–{2000/3/PPW*100:.0f}% și ai nevoie de Max ($112/lună).")
A("3. **Limita de 5 ore contează separat.** Media ta zilnică încape în cota de 5h a planului Pro "
"(~400), dar zilele de vârf pot să nu încapă. Cotele sunt simultane: săptămânală ȘI la 5 ore.\n")
A("**Diferența de calitate rămâne argumentul decisiv.** Un plan Z.AI îți dă GLM-5.3, nu Opus 5. "
f"La tine {op:.0f}% din volum rulează deja pe Opus 5 — muncă unde ai ales conștient modelul mare.\n")
# ---- Sectiunea 9: scenariul real Opus planifica / Flash executa ----
SON = d["by_model"]["claude-sonnet-5"]; OPU = d["by_model"]["claude-opus-5"]
son_turn_pct = SON["turns"]/T["turns"]*100
opu_turn_pct = OPU["turns"]/T["turns"]*100
PPW_SON = PPW * SON["turns"]/T["turns"]
PPW_OPU = PPW * OPU["turns"]/T["turns"]
son_flash_promo = S(SON,"GLM-5.3-Flash (promo)")
son_flash_list = S(SON,"GLM-5.3-Flash (listă)")
A("## 9. Scenariul real: Opus planifică, GLM-5.3-Flash execută\n")
A("Fluxul vizat înlocuiește **doar treapta de execuție** (azi Sonnet 5) cu GLM-5.3-Flash, "
"păstrând Opus 5 pe Max pentru planificare. Asta nu e o felie arbitrară din volum — e exact "
"împărțirea care se vede deja în date.\n")
A("| Treaptă | Model azi | Tokeni/lună | % volum | Turn-uri | Prompturi/săpt. *(est.)* |")
A("|---|---|---:|---:|---:|---:|")
A(f"| Planificare | Opus 5 | {tt(OPU)/1e9:.2f}B | {tt(OPU)/tt(T)*100:.1f}% | {N(OPU['turns'])} | ~{PPW_OPU:,.0f} |")
A(f"| Execuție | Sonnet 5 | {tt(SON)/1e9:.2f}B | {tt(SON)/tt(T)*100:.1f}% | {N(SON['turns'])} | ~{PPW_SON:,.0f} |")
A(f"| Alte | Fable 5 + Haiku | {(tt(d['by_model']['claude-fable-5'])+tt(d['by_model']['claude-haiku-4-5-20251001']))/1e6:.0f}M | 1.5% | {N(d['by_model']['claude-fable-5']['turns']+d['by_model']['claude-haiku-4-5-20251001']['turns'])} | ~{PPW-PPW_SON-PPW_OPU:,.0f} |")
A("")
A("### Cât costă mutarea treptei de execuție\n")
A("| Variantă | Cost/lună | Observație |")
A("|---|---:|---|")
A(f"| Zen pay-per-token, Flash promo | ${son_flash_promo:,.2f} | tarif promoțional, expiră 2026-09-09 |")
A(f"| Zen pay-per-token, Flash listă | ${son_flash_list:,.2f} | tariful de după |")
A(f"| Z.AI Coding **Lite** anual | $12.60 | cotă ~400 prompturi/săpt. = **{400/PPW_SON*100:.0f}%** din nevoie |")
A(f"| Z.AI Coding **Pro** anual | $50.40 | cotă ~2.000/săpt. = **{2000/PPW_SON*100:.0f}%** din nevoie |")
A(f"| Z.AI Coding **Max** anual | $112.00 | cotă ~8.000/săpt. = {8000/PPW_SON*100:.0f}% |")
A("")
A(f"Treapta de execuție are nevoie de **~{PPW_SON:,.0f} prompturi/săptămână**. "
f"**Lite nu ajunge** ({400/PPW_SON*100:.0f}%). **Pro ajunge cu marjă de {2000/PPW_SON/1:.1f}×** — "
"și, spre deosebire de comparația pe volumul total, aici marja e confortabilă.\n")
A("> **Detaliu în favoarea ta:** multiplicatorul de credite Z.AI (3× peak / 2× off-peak) e "
"documentat pentru modelele mari, nu pentru cele „de rutină\". GLM-5.3-**Flash** e modelul mic, "
f"deci probabil se contorizează la 1×. Dacă e așa, Pro acoperă treapta de execuție cu "
f"{2000/PPW_SON*100:.0f}% și rămâne loc de creștere. Confirmă asta înainte să plătești anual.\n")
A("### Calibrare cu OpenCode Go — datele tale reale\n")
A("OpenCode Go costă **$10/lună** și include limite exprimate în valoare de consum, nu în tokeni:\n")
A("| Limită | Valoare |")
A("|---|---:|")
A("| La 5 ore | $12 de consum |")
A("| Săptămânal | $30 de consum |")
A("| Lunar | $60 de consum |")
A("")
A(f"Abonamentul s-a consumat în 1–2 zile. Asta **confirmă independent** analiza: la volumul tău, "
f"consumul săptămânal echivalent e ${gfp/(nd/7):,.0f} pe GLM-5.3-Flash promo și "
f"${g53/(nd/7):,.0f} pe GLM-5.3 — deci plafonul săptămânal de $30 al lui Go se evaporă în "
f"{30/(g53/(nd/7))*7:.1f} zile pe modelul mare și în {30/(gfp/(nd/7))*7:.1f} zile pe Flash. "
"Un plan plafonat în dolari nu rezistă la acest volum, indiferent de furnizor.\n")
A("**De asta planurile Z.AI sunt altceva:** cota lor e în prompturi, nu în dolari de consum. "
"Un prompt care declanșează 20 de invocări de model costă la fel ca unul care declanșează 2 — "
"iar sesiunile tale au în medie "
f"{RATIO:.1f} cereri API per prompt. Exact tipul de workload pe care tarifarea per-prompt îl "
"avantajează, și pe care cea per-dolar îl penalizează.\n")
# ---- Sectiunea 10: plafonul saptamanal Max 5x ----
import statistics as _st, datetime as _dt, collections as _co
_days={k:tt(v) for k,v in d["by_day"].items()}
_THR=50e6
_blk=[k for k,v in _days.items() if v<_THR]
_act=[v for v in _days.values() if v>=_THR]
_med=_st.median(_act); _deliv=sum(_days.values())/(nd/7); _want=_med*7
_short=_want-_deliv; _shortp=PPW*_short/_deliv
_wk=_co.defaultdict(lambda:[0,[]])
for k in sorted(_days):
_d0=_dt.date.fromisoformat(k); _w=_d0.isocalendar()[:2]
_wk[_w][0]+=_days[k]; _wk[_w][1].append((_d0.strftime("%a")[:2],_days[k]))
A("## 10. Problema reală: plafonul general săptămânal Max 5x\n")
A("Max 5x are **două plafoane săptămânale** — unul general, pe toate modelele, și unul separat "
"pentru Opus. Limita atinsă e cea **generală**, ceea ce înseamnă că un supliment pe GLM-5.3-Flash "
"chiar poate ajuta: fiecare prompt mutat în altă parte eliberează cotă de Max.\n")
A("### Tiparul se vede în date\n")
A("| Săptămână | Total | Profil zilnic (M tokeni, Lu→Du) |")
A("|---|---:|---|")
for _w in sorted(_wk):
_tok,_prof=_wk[_w]
A(f"| {_w[0]}-W{_w[1]:02d} | {_tok/1e9:.2f}B | " + " · ".join(f"{a} **{b/1e6:.0f}**" for a,b in _prof) + " |")
A("")
A("**Săptămâna W33 e semnătura manualului pentru un plafon atins:** 655M luni, 229M marți, apoi "
"40M, 8M, 1M, 1M, 1M. Cota s-a consumat în două zile, urmate de cinci zile moarte. Exact ce "
"descrii. Prin contrast, W32 și W34 au mers 7 zile din 7, la 2,93–3,40B.\n")
A(f"- **Zile efectiv blocate** (sub 50M tokeni): **{len(_blk)} din {len(_days)}** = {len(_blk)/len(_days)*100:.0f}%")
A(f"- **Zi activă mediană:** {_med/1e6:.0f}M tokeni")
A(f"- **Livrat efectiv de Max 5x:** {_deliv/1e9:.2f}B/săptămână")
A(f"- **Cerere dacă ai lucra 7 zile din 7 la ritmul median:** {_want/1e9:.2f}B/săptămână")
A(f"- **Deficit: {_short/1e9:.2f}B/săptămână = +{_short/_deliv*100:.0f}%** ≈ **~{_shortp:,.0f} prompturi/săptămână**\n")
A("> Deficitul e o estimare **conservatoare**: presupune că în zilele blocate ai lucra la ritm "
f"median ({_med/1e6:.0f}M), nu la ritmul zilelor bune (peste 850M). Cererea reală suprimată e "
"probabil mai mare. Nu se poate măsura direct — Claude Code nu persistă evenimentele de limită "
"în transcript, apar doar în stream-ul SDK.\n")
A("### Ce plan acoperă deficitul\n")
A("Nu trebuie mutat tot volumul — doar atât cât să elibereze cota lipsă.\n")
A("| Plan | Lunar | Anual (efectiv/lună) | Cotă/săpt. | Acoperă deficitul de ~%d | Zile blocate rămase |" % round(_shortp))
A("|---|---:|---:|---:|---:|---:|")
for _nm,_mo,_yr,_ppw,_cr in PLANS:
_cov=_ppw/_shortp
_rem=max(0.0, len(_blk)/(nd/7) * (1-min(_cov,1.0)))
A(f"| {_nm} | ${_mo:.2f} | ${_yr/12:.2f} | ~{_ppw:,} | **{_cov*100:.0f}%** | ~{_rem:.1f}/săpt. |")
A("")
A(f"Azi ai ~{len(_blk)/(nd/7):.1f} zile blocate pe săptămână. **Lite ar duce-o la ~"
f"{len(_blk)/(nd/7)*(1-min(400/_shortp,1.0)):.1f}**, **Pro la zero**, cu marjă de "
f"{2000/_shortp:.1f}× pentru creștere.\n")
A("### Verificare din a doua direcție\n")
A(f"Dacă muți **toată** treapta de execuție (Sonnet 5, {SON['turns']/T['turns']*100:.0f}% din "
f"turn-uri, ~{PPW_SON:,.0f} prompturi/săpt.) pe GLM-5.3-Flash, eliberezi "
f"{SON['turns']/T['turns']*100:.0f}% din cota Max — care ar ține atunci de "
f"**{1/(1-SON['turns']/T['turns']):.1f}× mai mult**, adică toată săptămâna în loc de două zile.\n")
A(f"Pentru asta ai nevoie de ~{PPW_SON:,.0f} prompturi/săpt.: **Lite ({400/PPW_SON*100:.0f}%) nu "
f"ajunge, Pro ({2000/PPW_SON*100:.0f}%) ajunge cu marjă.**\n")
A("Cele două calcule dau răspunsuri diferite pentru Lite pentru că măsoară lucruri diferite: "
"primul, cât lipsește ca să nu mai fii blocat; al doilea, cât ar costa mutarea completă a "
"treptei de execuție. **Nu ai nevoie de mutarea completă** — ai nevoie doar de deficit.\n")
A("## 11. Fișiere generate\n")
A("| Fișier | Conținut |")
A("|---|---|")
A("| `claude_usage_report.md` | acest raport |")
A(f"| `claude_usage_sessions.csv` | {N(ns)} rânduri, una per sesiune |")
A("| `claude_usage_summary.csv` | agregate: TOTAL, mașină, model, lună, zi |")
A("| `tools/claude_usage_extract.py` | extractorul read-only (rulabil remote: `ssh host 'python3 -' < script`) |")
A("| `tools/claude_usage_report.py` | agregator + CSV |")
A("| `tools/claude_usage_md.py` | generatorul acestui raport |")
A("")
A("## 12. CONCLUZIE\n")
A("### „Dacă păstrez Claude Max 5x $100 și adaug OpenCode Zen $20, cât coding suplimentar obțin?\"\n")
A(f"**Foarte puțin — aproximativ {nd*(20/gfp):.1f} zile pe lună, în cel mai bun caz.**\n")
A(f"Consumul real pe {nd} zile, pe trei mașini: **{tt(T)/1e9:.2f} miliarde de tokeni**, {N(ns)} sesiuni, "
f"{N(T['turns'])} cereri API. La acest volum, $20 nu sunt un supliment — sunt o rotunjire.\n")
A("| | GLM-5.3 | GLM-5.3-Flash (promo) | GLM-5.3-Flash (listă) |")
A("|---|---:|---:|---:|")
A(f"| Cost pentru volumul tău lunar | ${g53:,.0f} | ${gfp:,.0f} | ${gfl:,.0f} |")
A(f"| Cât din el acoperă $20 | {20/g53*100:.1f}% | **{20/gfp*100:.1f}%** | {20/gfl*100:.1f}% |")
A(f"| Zile de lucru din $20 | {nd*20/g53:.2f} | **{nd*20/gfp:.1f}** | {nd*20/gfl:.1f} |")
A("")
A("### Punct cu punct\n")
A("**1. Ar fi fost $20 Zen suficienți pentru consumul observat?** \n")
A(f"**NU, pe niciun model.**\n")
A(f"- GLM-5.3-Flash (promo): ${gfp:,.2f} — de **{gfp/20:.1f}× peste buget**. Cel mai bun caz posibil.")
A(f"- GLM-5.3-Flash (listă, după 9 sept.): ${gfl:,.2f} — de **{gfl/20:.0f}× peste buget**.")
A(f"- GLM-5.3: ${g53:,.2f} — de **{g53/20:.0f}× peste buget**.")
A(f"- Fără cache (Scenariul B), chiar și Flash promo ajunge la ${cB(T,'GLM-5.3-Flash (promo)'):,.2f} — de {cB(T,'GLM-5.3-Flash (promo)')/20:.0f}× peste.\n")
A("**2. Câte sesiuni/zi înseamnă?** \n")
A(f"Ritmul real: **{ns/nd:.1f} sesiuni/zi**, {tt(T)/nd/1e6:.0f}M tokeni/zi. Cu $20 obții:")
A(f"- GLM-5.3-Flash promo: **{nd*20/gfp:.1f} zile** (~{ns*20/gfp:.0f} sesiuni)")
A(f"- GLM-5.3-Flash listă: **{nd*20/gfl:.1f} zile** (~{ns*20/gfl:.0f} sesiuni)")
A(f"- GLM-5.3: **{nd*20/g53:.2f} zile** (~{ns*20/g53:.0f} sesiuni) — sub o zi\n")
A("**3. Ce model e mai avantajos?** \n")
A(f"**GLM-5.3-Flash**, de **{g53/gfp:.1f}× mai ieftin** decât GLM-5.3. Diferența absolută pe "
f"consumul tău: **${g53-gfp:,.2f}** (${g53:,.2f} vs ${gfp:,.2f}). La preț de listă diferența "
f"rămâne **${g53-gfl:,.2f}**. Compromisul e de calitate — Flash e modelul mic.\n")
A("**4. Diferența de cost GLM-5.3 vs GLM-5.3-Flash** \n")
A(f"| | GLM-5.3 | Flash (promo) | Flash (listă) |")
A("|---|---:|---:|---:|")
A(f"| Total | ${g53:,.2f} | ${gfp:,.2f} | ${gfl:,.2f} |")
A(f"| Pe zi | ${g53/nd:.2f} | ${gfp/nd:.2f} | ${gfl/nd:.2f} |")
A(f"| Pe sesiune | ${g53/ns:.3f} | ${gfp/ns:.3f} | ${gfl/ns:.3f} |")
A(f"| Raport față de GLM-5.3 | 1× | {g53/gfp:.1f}× mai ieftin | {g53/gfl:.1f}× mai ieftin |")
A("")
A("**5. Ce procent din utilizarea Claude poate fi mutat realist pe Zen?** \n")
A(f"Structura reală: **{son:.0f}%** Sonnet 5, **{op:.0f}%** Opus 5, "
f"{tt(d['by_model']['claude-fable-5'])/tt(T)*100:.1f}% Fable 5, restul Haiku.\n")
A("Întrebarea corectă nu mai e „ce procent muți\", ci **„cât încape în $20\"** — și răspunsul e "
f"**{20/gfp*100:.1f}%** din volum, la cel mai ieftin tarif posibil. Chiar dacă ai muta pe Zen "
"absolut tot ce rulează azi pe Sonnet, ai depăși bugetul de câteva ori.\n")
A(f"Cu $20/lună pe GLM-5.3-Flash poți acoperi realist **~{20/gfp*100:.0f}% din volum** — echivalentul "
f"a ~{tt(T)*20/gfp/1e6:.0f}M tokeni. Ținta rezonabilă: **un singur flux automat**, mic și bine "
"delimitat (un bot, un job de noapte, un agent în buclă), nu o felie procentuală din tot ce faci.\n")
A("**6. Dar abonamentele Z.AI?** \n")
A(f"Aici răspunsul e cu totul altul decât la Zen $20. La ~{PPW:,.0f} prompturi/săptămână:\n")
A("| | Efectiv/lună (anual) | Acoperire la 1× | Acoperire la 3× |")
A("|---|---:|---:|---:|")
A(f"| Z.AI Coding **Lite** | $12.60 | {400/PPW*100:.0f}% | {400/3/PPW*100:.0f}% |")
A(f"| Z.AI Coding **Pro** | $50.40 | **{2000/PPW*100:.0f}%** | {2000/3/PPW*100:.0f}% |")
A(f"| Z.AI Coding **Max** | $112.00 | {8000/PPW*100:.0f}% | **{8000/3/PPW*100:.0f}%** |")
A("")
A("**Lite ($12,60/lună) e opțiunea potrivită pentru rolul pe care îl căutai la Zen $20** — cost "
f"similar, dar acoperă {400/PPW*100:.0f}% din volum în loc de {20/gfp*100:.1f}%, adică de "
f"**{(400/PPW)/(20/gfp):.0f}× mai mult** pentru aceiași bani. Modelul de abonament bate plata "
"la token, exact cum o face și Max față de tarifele Zen.\n")
A("### Recomandare\n")
A(f"**Păstrează Max 5x — la ${zs:,.0f} valoare per-token pentru $100 plătiți, e cea mai bună afacere "
"din tot setul de date.** Nu e nimic de optimizat acolo.\n")
A("**Nu lua OpenCode Zen $20.** La volumul tău e o rotunjire (10,5%), iar pentru bani similari "
f"Z.AI Coding Lite anual ($12,60/lună) îți dă de {(400/PPW)/(20/gfp):.0f}× mai mult. Singurul "
"motiv real pentru Zen ar fi accesul la multe modele diferite dintr-un singur cont, nu volumul.\n")
A("**Dacă vrei capacitate suplimentară serioasă**, ordinea corectă e:\n")
A(f"1. **Z.AI Coding Lite anual, $12,60/lună** — ca supliment: preia un flux automat întreg "
f"(tot `moltbot` = {tt(d['by_machine']['moltbot'])/1e6:.0f}M tokeni/lună) și îți lasă Max liber "
"pentru munca grea. Risc mic, cost mic. **Aici aș începe.**")
A(f"2. **Z.AI Coding Pro anual, $50,40/lună** — dacă vrei să muți o felie mare din volum. "
f"Acoperă {2000/PPW*100:.0f}% la 1×, dar doar {2000/3/PPW*100:.0f}% dacă GLM-5.3 se contorizează "
"la 3×. Verifică multiplicatorul înainte, e diferența dintre „ajunge\" și „nu ajunge\".")
A("3. **Z.AI Coding Max anual, $112/lună** — singurul care acoperă volumul indiferent de "
"multiplicator, dar la acel preț compari direct cu un al doilea Max 5x sau cu Max 20x, unde "
"primești Opus 5 în loc de GLM-5.3.\n")
A("**Testul decisiv nu e de preț, e de calitate.** Toate variantele Z.AI îți dau GLM-5.3, nu "
f"Opus 5, iar {op:.0f}% din volumul tău rulează pe Opus 5 pentru că ai ales asta. Ia Lite anual "
"o lună, rutează pe el fluxurile automate, și vezi dacă rezultatul e acceptabil înainte să "
"muți ceva important.\n")
A("**Rolul rămas pentru Zen $20** (dacă îl iei totuși) e restrâns:\n")
A("- **buget de experiment** — să testezi dacă GLM-5.3-Flash e destul de bun pe un flux anume, "
"înainte să iei o decizie mai mare;")
A("- **overflow de urgență** — dacă atingi limita Max într-o zi aglomerată, ai un backup care "
"costă cenți pe oră;")
A(f"- **un singur job automat mic** — de exemplu tot ce rulează pe `moltbot` "
f"({tt(d['by_machine']['moltbot'])/1e6:.0f}M tokeni = ${S(d['by_machine']['moltbot'],'GLM-5.3-Flash (promo)'):.2f}/lună "
f"pe Flash promo, {S(d['by_machine']['moltbot'],'GLM-5.3-Flash (promo)')/20*100:.0f}% din buget).\n")
A("### Rezerve\n")
A(f"1. **`claude-agent` are doar 5 zile din {nd}** cu transcripturi păstrate; consumul lui real e "
f"mai mare decât cei {tt(d['by_machine']['claude-agent'])/1e6:.0f}M măsurați. Nu am extrapolat. "
"Efectul e mic la scara totalului (2,7%), dar direcția e clară: totalul real e mai mare, nu mai mic.")
A("2. **Alte mașini Windows** din tailnet (`marius-hx90g`, `lenovo-aio-h1`, `lg17`, `roa-carapetru2`) "
"nu au fost scanate — erau offline. Dacă rulezi Claude Code și pe ele, totalul crește.")
A(f"3. **Cache hit rate-ul e ipoteza critică:** {T['cache_read']/tt(T)*100:.1f}% din volum e cache read. "
"OpenCode cu GLM nu garantează același comportament de caching ca Claude Code — Scenariul B "
f"(${cB(T,'GLM-5.3-Flash (promo)'):,.0f} în loc de ${gfp:,.0f}) e cazul rău, și nu e improbabil.")
A("4. **Prețul Flash e promoțional** până pe 2026-09-09; se dublează după.")
A("5. **GLM-5.3 nu e listat oficial pe OpenCode Zen** — am folosit tariful Z.AI ca proxy, validat "
"prin faptul că GLM 5.2 are pe Zen exact prețul Z.AI.")
A("6. **Datele Windows au trecut printr-o conversie de tabel** (TAB + date M/D/YYYY). UUID-urile și "
"valorile numerice au fost validate, dar nu am putut verifica independent fișierele sursă.")
open(OUT+"/claude_usage_report.md","w").write("\n".join(L)+"\n")
print("scris")

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#!/usr/bin/env python3
"""Agregă rezultatele claude_usage_extract.py și generează raportul + CSV-urile."""
import json, csv, sys, os
from collections import defaultdict
OUT = sys.argv[1] if len(sys.argv) > 1 else "."
INPUTS = sys.argv[2:]
# Preturi USD / 1M tokeni. Verificate 2026-09-01.
PRICES = {
"GLM-5.3": {"in": 1.40, "cache_read": 0.26, "cache_write": None, "out": 4.40},
"GLM-5.3-Flash (promo)":{"in": 0.075, "cache_read": 0.015, "cache_write": None, "out": 0.25},
"GLM-5.3-Flash (list)": {"in": 0.15, "cache_read": 0.03, "cache_write": None, "out": 0.50},
# referinta: aceleasi modele Claude, dar platite la bucata pe Zen
"Zen Claude Opus 5": {"in": 5.00, "cache_read": 0.50, "cache_write": 6.25, "out": 25.00},
"Zen Claude Sonnet 5": {"in": 2.00, "cache_read": 0.20, "cache_write": 2.50, "out": 10.00},
"Zen Claude Haiku 4.5": {"in": 1.00, "cache_read": 0.10, "cache_write": 1.25, "out": 5.00},
"Zen Claude Fable 5": {"in": 10.00, "cache_read": 1.00, "cache_write": 12.50,"out": 50.00},
}
# mapare model observat -> tarif Zen pentru acelasi model (referinta "cat ar costa la bucata")
ZEN_SELF = {"claude-opus-5":"Zen Claude Opus 5", "claude-sonnet-5":"Zen Claude Sonnet 5",
"claude-haiku-4-5-20251001":"Zen Claude Haiku 4.5", "claude-fable-5":"Zen Claude Fable 5"}
rows, sessions, meta = [], {}, []
for p in INPUTS:
d = json.load(open(p))
meta.append({k: v for k, v in d.items() if k not in ("rows", "sessions")})
m = d["machine"]
for r in d["rows"]:
rows.append({**r, "machine": m})
for sid, s in d["sessions"].items():
sessions[(m, sid)] = s
# --- deduplicare cross-masina pe session id ---
by_sid = defaultdict(set)
for (m, sid) in sessions: by_sid[sid].add(m)
cross_dupes = {sid for sid, ms in by_sid.items() if len(ms) > 1}
def cost(tok, price, no_cache=False):
"""tok: dict cu input/output/cache_creation/cache_read. Returneaza breakdown USD."""
p = PRICES[price]
cw = p["cache_write"] if p["cache_write"] is not None else p["in"]
if no_cache:
# Scenariul B: fara avantajul cache-ului -> tot contextul reincarcat ca input normal
return {"input": (tok["input"] + tok["cache_read"] + tok["cache_creation"]) / 1e6 * p["in"],
"cache_read": 0.0, "cache_write": 0.0,
"output": tok["output"] / 1e6 * p["out"]}
return {"input": tok["input"] / 1e6 * p["in"],
"cache_read": tok["cache_read"] / 1e6 * p["cache_read"],
"cache_write": tok["cache_creation"] / 1e6 * cw,
"output": tok["output"] / 1e6 * p["out"]}
def zero(): return {"input": 0, "output": 0, "cache_creation": 0, "cache_read": 0, "turns": 0, "thinking": 0}
def add(a, b):
for k in a: a[k] += b.get(k, 0)
return a
TOT = zero()
by_model, by_machine, by_month, by_day, by_session = (defaultdict(zero) for _ in range(5))
sess_machine, sess_models = {}, defaultdict(set)
for r in rows:
add(TOT, r)
add(by_model[r["model"]], r); add(by_machine[r["machine"]], r)
add(by_month[r["date"][:7]], r); add(by_day[r["date"]], r)
add(by_session[r["session"]], r)
sess_machine[r["session"]] = r["machine"]; sess_models[r["session"]].add(r["model"])
def tot(t): return t["input"] + t["output"] + t["cache_creation"] + t["cache_read"]
days = sorted(by_day)
import datetime
d0 = datetime.date.fromisoformat(days[0]); d1 = datetime.date.fromisoformat(days[-1])
span = (d1 - d0).days + 1
missing = [ (d0 + datetime.timedelta(i)).isoformat() for i in range(span)
if (d0 + datetime.timedelta(i)).isoformat() not in by_day ]
# ---------------- CSV sesiuni ----------------
with open(os.path.join(OUT, "claude_usage_sessions.csv"), "w", newline="") as f:
w = csv.writer(f)
w.writerow(["session_id","machine","project","models","first_ts","last_ts","user_turns",
"assistant_turns","input_tokens","output_tokens","cache_creation_tokens",
"cache_read_tokens","total_tokens","cost_glm53_usd","cost_glm53flash_promo_usd"])
for sid, t in sorted(by_session.items(), key=lambda kv: -tot(kv[1])):
m = sess_machine[sid]; s = sessions.get((m, sid), {})
w.writerow([sid, m, s.get("project",""), "|".join(sorted(sess_models[sid])),
s.get("first_ts",""), s.get("last_ts",""), s.get("user_msgs",""), t["turns"],
t["input"], t["output"], t["cache_creation"], t["cache_read"], tot(t),
round(sum(cost(t,"GLM-5.3").values()),6),
round(sum(cost(t,"GLM-5.3-Flash (promo)").values()),6)])
# ---------------- CSV summary ----------------
with open(os.path.join(OUT, "claude_usage_summary.csv"), "w", newline="") as f:
w = csv.writer(f)
w.writerow(["dimension","key","sessions","turns","input_tokens","output_tokens",
"cache_creation_tokens","cache_read_tokens","total_tokens",
"cost_glm53_usd","cost_glm53flash_promo_usd","cost_glm53flash_list_usd"])
def emit(dim, key, t, nsess=""):
w.writerow([dim, key, nsess, t["turns"], t["input"], t["output"], t["cache_creation"],
t["cache_read"], tot(t),
round(sum(cost(t,"GLM-5.3").values()),4),
round(sum(cost(t,"GLM-5.3-Flash (promo)").values()),4),
round(sum(cost(t,"GLM-5.3-Flash (list)").values()),4)])
emit("TOTAL","ALL",TOT,len(by_session))
for k,v in sorted(by_machine.items()): emit("machine",k,v,sum(1 for s in sess_machine.values() if s==k))
for k,v in sorted(by_model.items()): emit("model",k,v)
for k,v in sorted(by_month.items()): emit("month",k,v)
for k,v in sorted(by_day.items()): emit("day",k,v)
zen_self = 0.0; zen_self_missing = []
for _m,_t in by_model.items():
if _m in ZEN_SELF: zen_self += sum(cost(_t, ZEN_SELF[_m]).values())
else: zen_self_missing.append(_m)
json.dump({"zen_self":zen_self,"zen_self_missing":zen_self_missing,"TOT":TOT,"by_model":dict(by_model),"by_machine":dict(by_machine),
"by_month":dict(by_month),"by_day":dict(by_day),"meta":meta,
"days":days,"span":span,"missing":missing,"cross_dupes":sorted(cross_dupes),
"n_sessions":len(by_session),
"sess_per_machine":{k:sum(1 for s in sess_machine.values() if s==k) for k in by_machine}},
open(os.path.join(OUT,"_agg.json"),"w"), indent=1)
print("OK", len(by_session), "sesiuni,", len(days), "zile")