MiniMax M3.1 Flash vs Muse Wonder Full

MiniMax M3.1 Flash
$0.22 / task
Wins 1 of 10 benchmarks
Muse Wonder Full
Wins 7 of 10 benchmarks
Humanity's Last Exam?
MiniMax M3.1 Flash48
Muse Wonder Full53.6
AA Omniscience Index?
MiniMax M3.1 Flash15.6
Muse Wonder Full30.2
CritPt (physics)?
MiniMax M3.1 Flash22.3
Muse Wonder Full32.9
AA Intelligence Index 4.3.2?
MiniMax M3.1 Flash42.7
Muse Wonder Full55.8
AA Omniscience · Accuracy?
MiniMax M3.1 Flash56.2
Muse Wonder Full43.2
AA Omniscience · Hallucination Rate?
MiniMax M3.1 Flash92.8
Muse Wonder Full23
AA-LCR (long context) 1.1?
MiniMax M3.1 Flash79.7
Muse Wonder Full83.7
GDP.pdf · AA all-pass?
MiniMax M3.1 Flash20.8
Muse Wonder Full32.6
MLCR-AA?
MiniMax M3.1 Flash16.7
Muse Wonder Full—
Vals Legal Research Bench?
MiniMax M3.1 Flash34.1
Muse Wonder Full—

Specs

SpecMiniMax M3.1 FlashMuse Wonder Full
Input, per 1M$0.15—
Output, per 1M$0.60—
Cost per task?$0.22—
Speed, tok/s121—
Context1M1M
WeightsClosedClosed
ReleasedOct 2026Oct 2026
See images✓✓
Read PDFs—?
Hear audio—✓
Watch video✓✓
Call tools✓✓
Force a tool call??
Return strict JSON—?
Search the web??
Run code??
Use a computer??

What breaks when you switch

MiniMax M3.1 Flash → Muse Wonder Full
Only in Muse Code›

Muse Wonder Full requires a Muse Code subscription; max reasoning effort on the Model API Wonder model does not select Full.

Muse Wonder Full → MiniMax M3.1 Flash
Complete model response must be appended›

In multi-turn tools, preserve the complete assistant response, including reasoning_content and tool_calls, to maintain reasoning continuity.