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
2.8B-78.0%
over 30 days
Estimated tracked spend
$983
Invoices may differ
Active developers
18-14
deduplicated over 30 days
Observed messages
18.2K
over 30 days
Most-used model
Mimo Mimo V2 5 Pro37.3%
of observed tokens
Observed Usage
Observed tokensDaily active developers
Models used
Observed 30-day client usage by model
| Model | Tokens | Share | Change |
|---|---|---|---|
| Mimo Mimo V2 5 ProMimo | 1B | 37% | 0% |
| Mimo AutoObserved model | 576.6M | 21% | 0% |
| Claude Fable 5Anthropic | 355.9M | 13% | 0% |
| Claude Opus 4 8Anthropic | 349.6M | 13% | 0% |
| Mimo V2 5 Pro UltraspeedObserved model | 72.5M | 2.6% | 0% |
| Claude Sonnet 5Anthropic | 71.2M | 2.6% | 0% |
| Mimo V2 5 ProObserved model | 69M | 2.5% | 0% |
| Mimo V2 5Observed model | 68M | 2.4% | 0% |
Token composition
Share of observed client tokens
Cache read2.6B94%
Input165.7M6%
Output9.2M<1%
Reasoning929.5K<1%
Client Economics
Mimo Mimo V2 5 Pro$353.6%
Mimo Auto$141.4%
Claude Fable 5$48549%
Claude Opus 4 8$25025%
Mimo V2 5 Pro Ultraspeed$151.5%
Claude Sonnet 5$181.8%
Mimo V2 5 Pro$2.31<1%
Mimo V2 5$0.69<1%
Estimated spend per 1M tracked tokens$0.35
Cache-read share94%
Spend basisEstimated from tracked model usage
Estimated tracked spend uses Tokscale model and provider pricing data. Actual invoices may differ.
Client Momentum
-78.0%30-day growthObserved coding client
Compared with the prior non-overlapping 30-day window
Provider footprint
- Mimo1B
- Observed model786.2M
- Anthropic776.7M
Client details
Canonical clientmicode
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
MiMo Code is Xiaomi's open-source coding-agent project for software-development tasks.
Links & sources
TOKSCALE INSIGHT
MiMo Code recorded 2.8B coding tokens across 18 developers during the latest 30-day Tokscale window.
Evidence confidenceStable observed sample