OpenClaw
Observed throughTokscale Coding Client Report
OpenClaw is an AI coding product whose local usage records can be imported by Tokscale.
Reality Snapshot
Observed tokens
35.6B-18.5%
over 30 days
Estimated tracked spend
$69.5K
Invoices may differ
Active developers
52-37
deduplicated over 30 days
Observed messages
628.8K
over 30 days
Most-used model
Gpt 5 6 Sol31.9%
of observed tokens
Observed Usage
Observed tokensDaily active developers
Models used
Observed 30-day client usage by model
| Model | Tokens | Share | Change |
|---|---|---|---|
| Gpt 5 6 SolOpenAI | 11.3B | 32% | 0% |
| Gpt 5 5OpenAI | 8B | 22% | 0% |
| Claude Opus 4 6Anthropic | 4.6B | 13% | 0% |
| Claude Fable 5Anthropic | 4B | 11% | 0% |
| Gpt 5 6 TerraOpenAI | 1.5B | 4.1% | 0% |
| Minimax M3Minimax | 1.3B | 3.7% | 0% |
| Claude Sonnet 4 6Anthropic | 1.3B | 3.5% | 0% |
| Grok 4 5xAI | 1.2B | 3.5% | 0% |
Token composition
Share of observed client tokens
Cache read28.2B79%
Input7.3B20%
Output99.4M<1%
Reasoning00%
Client Economics
Gpt 5 6 Sol$9.2K13%
Gpt 5 5$6.6K9.5%
Claude Opus 4 6$15.2K22%
Claude Fable 5$31.8K46%
Gpt 5 6 Terra$8051.2%
Minimax M3$195<1%
Claude Sonnet 4 6$1.3K1.9%
Grok 4 5$570<1%
Estimated spend per 1M tracked tokens$1.95
Cache-read share79.5%
Spend basisEstimated from tracked model usage
Estimated tracked spend uses Tokscale model and provider pricing data. Actual invoices may differ.
Client Momentum
-18.5%30-day growthObserved coding client
Compared with the prior non-overlapping 30-day window
Provider footprint
- OpenAI20.8B
- Anthropic9.8B
- Minimax1.3B
- xAI1.2B
Client details
Canonical clientopenclaw
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
OpenClaw is an AI coding product whose local usage records can be imported by Tokscale.
Links & sources
TOKSCALE INSIGHT
OpenClaw recorded 35.6B coding tokens across 52 developers during the latest 30-day Tokscale window.
Evidence confidenceStable observed sample