Head-to-head comparison across 1benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
MiMo-V2-Pro
84
MiniMax M3
76
Verified leaderboard positions: MiMo-V2-Pro unranked · MiniMax M3 #12
Pick MiMo-V2-Pro if you want the stronger benchmark profile. MiniMax M3 only becomes the better choice if you would rather avoid the extra latency and token burn of a reasoning model.
Coding
+11.0 difference
MiMo-V2-Pro
MiniMax M3
N/A
$0.3 / $1.2
N/A
N/A
N/A
N/A
1M
1M
Pick MiMo-V2-Pro if you want the stronger benchmark profile. MiniMax M3 only becomes the better choice if you would rather avoid the extra latency and token burn of a reasoning model.
MiMo-V2-Pro is clearly ahead on the provisional aggregate, 84 to 76. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
MiMo-V2-Pro's sharpest advantage is in coding, where it averages 78 against 67. The single biggest benchmark swing on the page is SWE-bench Verified, 78% to 80.5%.
MiMo-V2-Pro is the reasoning model in the pair, while MiniMax M3 is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use.
MiMo-V2-Pro is ahead on BenchLM's provisional leaderboard, 84 to 76. The biggest single separator in this matchup is SWE-bench Verified, where the scores are 78% and 80.5%.
MiMo-V2-Pro has the edge for coding in this comparison, averaging 78 versus 67. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.
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