MiMo Code
Observed throughTokscale Coding Client Report
MiMo Code is Xiaomi's open-source coding-agent project for software-development tasks.
Reality Snapshot
Observed tokens
1.6B-83.3%
over 30 days
Estimated tracked spend
$207
Invoices may differ
Active developers
8-22
deduplicated over 30 days
Observed messages
11.6K
over 30 days
Most-used model
MiMo-V2.5-Pro (via mimo)36.1%
of observed tokens
Observed Usage
Observed tokensDaily active developers
Models used
Observed 30-day client usage by model
| Model | Tokens | Share | Change |
|---|---|---|---|
| MiMo-V2.5-Pro (via mimo)Mimo | 566.9M | 36% | 0% |
| Claude Opus 4.8Anthropic | 362.1M | 23% | 0% |
| Claude Fable 5Anthropic | 351.7M | 22% | 0% |
| GPT-5.6 Sol (via cx)Cx | 114.5M | 7.3% | 0% |
| mimo-autoObserved model | 46.2M | 2.9% | 0% |
| xkiro/xiaomi/mimo-v2.5-pro:freeXkiro | 30.6M | 1.9% | 0% |
| mimo-v2.5-pro-ultraspeedObserved model | 28.7M | 1.8% | 0% |
| xkiro/z-ai/glm-5.2Xkiro | 27.5M | 1.8% | 0% |
Token composition
Share of observed client tokens
Cache read1.4B92%
Input122.4M7.8%
Output7.7M<1%
Reasoning183.2K<1%
Client Economics
MiMo-V2.5-Pro (via mimo)$2110%
Claude Opus 4.8$1.94<1%
Claude Fable 5$6933%
GPT-5.6 Sol (via cx)$6732%
mimo-auto$1.14<1%
xkiro/xiaomi/mimo-v2.5-pro:free$0.000%
mimo-v2.5-pro-ultraspeed$5.382.6%
xkiro/z-ai/glm-5.2$115.5%
Estimated spend per 1M tracked tokens$0.13
Cache-read share92.2%
Spend basisEstimated from tracked model usage
Estimated tracked spend uses Tokscale model and provider pricing data. Actual invoices may differ.
Client Momentum
-83.3%30-day growthObserved coding client
Compared with the prior non-overlapping 30-day window
Provider footprint
- Anthropic713.8M
- Mimo566.9M
- Cx114.5M
- Observed model74.9M
- Xkiro58.1M
Client details
Canonical clientmicode
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
MiMo Code is Xiaomi's open-source coding-agent project for software-development tasks.
Links & sources
TOKSCALE INSIGHT
MiMo Code recorded 1.6B coding tokens across 8 developers during the latest 30-day Tokscale window.
Evidence confidenceStable observed sample