Devin CLI
Observed throughTokscale Coding Client Report
This Devin identity represents the product's local command-line SQLite usage surface.
Reality Snapshot
Observed tokens
33B+1092.2%
over 30 days
Estimated tracked spend
$10.2K
Invoices may differ
Active developers
6+4
deduplicated over 30 days
Observed messages
355.2K
over 30 days
Most-used model
Glm 5 289.9%
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 | 29.7B | 90% | 0% |
| Swe 1 6Observed model | 2.2B | 6.7% | 0% |
| Swe 1 7Observed model | 632M | 1.9% | 0% |
| Kimi K2 7Moonshotai | 249.8M | <1% | 0% |
| CompactorObserved model | 107.3M | <1% | 0% |
| Glm 5 2 Max 1mZ Ai | 103.7M | <1% | 0% |
| Swe 1 6 SlowObserved model | 13.2M | <1% | 0% |
| Gpt 5 6 Sol MaxOpenAI | 13.1M | <1% | 0% |
Token composition
Share of observed client tokens
Cache read28.9B87%
Input4.1B12%
Output114.1M<1%
Reasoning00%
Client Economics
Glm 5 2$10.2K99%
Swe 1 6$0.000%
Swe 1 7$0.000%
Kimi K2 7$8.81<1%
Compactor$0.000%
Glm 5 2 Max 1m$35<1%
Swe 1 6 Slow$0.000%
Gpt 5 6 Sol Max$28<1%
Estimated spend per 1M tracked tokens$0.31
Cache-read share87.7%
Spend basisEstimated from tracked model usage
Estimated tracked spend uses Tokscale model and provider pricing data. Actual invoices may differ.
Client Momentum
+1092.2%30-day growthObserved coding client
Compared with the prior non-overlapping 30-day window
Provider footprint
- Z Ai29.8B
- Observed model3B
- Moonshotai249.8M
- OpenAI13.1M
Client details
Canonical clientdevin-cli
TelemetryAggregated Tokscale submissions
Current window2026-06-30 to 2026-07-29
Comparison window2026-05-31 to 2026-06-29
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 33B coding tokens across 6 developers during the latest 30-day Tokscale window.
Evidence confidenceStable observed sample