Minimax M2 7
Observed throughTokscale Model Report
Minimax M2 7 model details and observed coding usage from Tokscale.
Reality Snapshot
Observed tokens
1.5B+4.8%
over 30 days
Estimated tracked spend
$149
Invoices may differ
Active developers
27-36
this month
30-day momentum
+4.8%
Compared with the prior 30-day window
Most-used client
OpenCode30%
of observed tokens
Observed Usage
Tokens observedDaily active developers
How developers use it
Usage by coding client
Sharevs 30 days
Token composition
Share of observed tokens
67%cache read
Cache read1B67%
Input497.2M33%
Output9M<1%
Reasoning5.4K0%
Cache-heavy workloadMost observed tokens reuse cached context across requests.
Token Economics
Estimated spend profile
OpenCode$2114.26%
Claude Code$4731.28%
Pi$6140.65%
Hermes Agent$7.635.12%
ZCode$138.58%
OpenClaw$0.070.05%
WorkBuddy$0.100.07%
Kilo$0.000%
Observed cost signals
Estimated spend per 1M tracked tokens$0.10
Cache-read share66.7%
Estimated cache savingsNot available
Typical workloadcontext-heavy
Estimated tracked spend calculated from Tokscale model and provider pricing data. Actual invoices may differ.
Model Momentum
+4.8%30-day growthRank: Observed model
Compared with the prior non-overlapping window
Fastest-growing client: OpenCode
Official Model Details
ProviderMinimax
Tokscale Insight
Minimax M2 7 recorded 1.5B coding tokens across 27 developers during the latest 30-day Tokscale window.
Observed confidenceHigh