Name: MiMo-V2.5-Pro observed coding usage snapshot
Creator: Tokscale

Reality Snapshot

Observed tokens

2.8B-86.4%

over 30 days

Estimated tracked spend

$163

Invoices may differ

Active developers

25-60

this month

30-day momentum

-86.4%

Compared with the prior 30-day window

Most-used client

OpenCode40%

of observed tokens

Observed Usage

Tokens observedDaily active developers

How developers use it

Usage by coding client

Sharevs 30 days

OpenCode

40%0%

Hermes Agent

25%0%

MiMo Code

20%0%

6%0%

5%0%

1%0%

1%0%

<1%0%

Token composition

Share of observed tokens

93%cache read

Cache read2.6B93%

Input199.9M7.1%

Output10.1M<1%

Reasoning1M<1%

Cache-heavy workloadMost observed tokens reuse cached context across requests.

Observed Variants

defaultmimo-v2.5-pro1.6B$80.4$0.0457.26%

via mimomimo/mimo-v2.5-pro892M$62.2$0.0631.63%

via cline-passcline-pass/mimo-v2.5-pro152.6M$8.6$0.055.41%

via opencode-goopencode-go/mimo-v2.5-pro144.5M$3.3$0.025.12%

via xiaomixiaomi/mimo-v2.5-pro11.7M$7.1$0.600.42%

via mimmim/mimo-v2.5-pro3.7M$1.1$0.300.13%

via vyvy/mimo-v2.5-pro878.8K$0$0.000.03%

Token Economics

Estimated spend profile

OpenCode$3018.61%

Hermes Agent$7546.24%

MiMo Code$2113.09%

Pi$138.25%

Kimi$3.312.04%

OpenClaw$2.361.45%

Cursor$8.104.98%

Claude Code$6.594.05%

Observed cost signals

Estimated spend per 1M tracked tokens$0.06

Cache-read share92.5%

Estimated cache savingsNot available

Typical workloadcontext-heavy

Estimated tracked spend calculated from Tokscale model and provider pricing data. Actual invoices may differ.

Model Momentum

-86.4%30-day growthRank: Observed model

Compared with the prior non-overlapping window

Fastest-growing client: OpenCode

Official Model Details

Tokscale Insight

MiMo-V2.5-Pro recorded 2.8B coding tokens across 25 developers during the latest 30-day Tokscale window.

Observed confidenceHigh