Qwen
Observed throughTokscale Coding Client Report
Qwen Code is an open-source command-line agent for software-development tasks.
Reality Snapshot
Observed tokens
4.4B+768.1%
over 30 days
Estimated tracked spend
$3.6K
Invoices may differ
Active developers
7+2
deduplicated over 30 days
Observed messages
14.7K
over 30 days
Most-used model
Qwen3.8 Max (preview)50.4%
of observed tokens
Observed Usage
Observed tokensDaily active developers
Models used
Observed 30-day client usage by model
| Model | Tokens | Share | Change |
|---|---|---|---|
| Qwen3.8 Max (preview)Qwen | 2.2B | 50% | 0% |
| Qwen3.8 MaxQwen | 1B | 23% | 0% |
| GPT-5.6 SolOpenAI | 779.6M | 18% | 0% |
| UnknownObserved model | 281.2M | 6.4% | 0% |
| DeepSeek V4 Flash 0423 (via deepseek)Deepseek | 68M | 1.6% | 0% |
| spark-worker/qwen/qwen3.6-35b-a3b-fp8Spark Worker | 10M | <1% | 0% |
| GLM 5.2 (via crof)Crof | 4.3M | <1% | 0% |
| GPT-5.6 Sol (via cx)Cx | 3.3M | <1% | 0% |
Token composition
Share of observed client tokens
Input2.3B53%
Cache read2B46%
Output11.1M<1%
Reasoning5.2M<1%
Client Economics
Qwen3.8 Max (preview)$0.000%
Qwen3.8 Max$1.2K32%
GPT-5.6 Sol$2.4K67%
Unknown$0.000%
DeepSeek V4 Flash 0423 (via deepseek)$4.93<1%
spark-worker/qwen/qwen3.6-35b-a3b-fp8$13<1%
GLM 5.2 (via crof)$3.76<1%
GPT-5.6 Sol (via cx)$11<1%
Estimated spend per 1M tracked tokens$0.83
Cache-read share46.5%
Spend basisEstimated from tracked model usage
Estimated tracked spend uses Tokscale model and provider pricing data. Actual invoices may differ.
Client Momentum
+768.1%30-day growthObserved coding client
Compared with the prior non-overlapping 30-day window
Provider footprint
- Qwen3.2B
- OpenAI779.6M
- Observed model281.2M
- Deepseek68M
- Spark Worker10M
- Crof4.3M
- Cx3.3M
Client details
Canonical clientqwen
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
Qwen Code is an open-source command-line agent for software-development tasks.
Links & sources
TOKSCALE INSIGHT
Qwen recorded 4.4B coding tokens across 7 developers during the latest 30-day Tokscale window.
Evidence confidenceStable observed sample