Devin CLI
Observed throughTokscale Coding Client Report
This Devin identity represents the product's local command-line SQLite usage surface.
Reality Snapshot
Observed tokens
24B+36.4%
over 30 days
Estimated tracked spend
$7K
Invoices may differ
Active developers
7+3
deduplicated over 30 days
Observed messages
238.5K
over 30 days
Most-used model
GLM 5.284.2%
of observed tokens
Observed Usage
Observed tokensDaily active developers
Models used
Observed 30-day client usage by model
| Model | Tokens | Share | Change |
|---|---|---|---|
| GLM 5.2Z Ai | 20.2B | 84% | 0% |
| Windsurf SWE-1.7Observed model | 3.1B | 13% | 0% |
| Windsurf SWE-1.6Observed model | 435.4M | 1.8% | 0% |
| kimi-k2-7Moonshotai | 176.3M | <1% | 0% |
| compactorObserved model | 66.5M | <1% | 0% |
| swe-1-6-slowObserved model | 13.2M | <1% | 0% |
| swe-1-7-mediumObserved model | 3.8M | <1% | 0% |
| gpt-5-4-mini-mediumOpenAI | 3.4M | <1% | 0% |
Token composition
Share of observed client tokens
Cache read21.9B91%
Input2B8.4%
Output76.3M<1%
Reasoning00%
Client Economics
GLM 5.2$7K100%
Windsurf SWE-1.7$0.000%
Windsurf SWE-1.6$0.210%
kimi-k2-7$6.73<1%
compactor$0.050%
swe-1-6-slow$0.000%
swe-1-7-medium$0.000%
gpt-5-4-mini-medium$0.55<1%
Estimated spend per 1M tracked tokens$0.29
Cache-read share91.5%
Spend basisEstimated from tracked model usage
Estimated tracked spend uses Tokscale model and provider pricing data. Actual invoices may differ.
Client Momentum
+36.4%30-day growthObserved coding client
Compared with the prior non-overlapping 30-day window
Provider footprint
- Z Ai20.2B
- Observed model3.6B
- Moonshotai176.3M
- OpenAI3.4M
Client details
Canonical clientdevin-cli
TelemetryAggregated Tokscale submissions
Current window2026-07-12 to 2026-08-10
Comparison window2026-06-12 to 2026-07-11
SpendEstimated; invoices may differ
About this client
This Devin identity represents the product's local command-line SQLite usage surface.
Links & sources
TOKSCALE INSIGHT
Devin CLI recorded 24B coding tokens across 7 developers during the latest 30-day Tokscale window.
Evidence confidenceStable observed sample