Head-to-head comparison across 3benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
MiMo-V2.5
71
MiniMax M3
76
Verified leaderboard positions: MiMo-V2.5 unranked · MiniMax M3 #12
Pick MiniMax M3 if you want the stronger benchmark profile. MiMo-V2.5 only becomes the better choice if multimodal & grounded is the priority or you want the stronger reasoning-first profile.
Agentic
+6.1 difference
Coding
+10.9 difference
Multimodal
+14.0 difference
MiMo-V2.5
MiniMax M3
$null / $null
$0.3 / $1.2
N/A
N/A
N/A
N/A
1M
1M
Pick MiniMax M3 if you want the stronger benchmark profile. MiMo-V2.5 only becomes the better choice if multimodal & grounded is the priority or you want the stronger reasoning-first profile.
MiniMax M3 is clearly ahead on the provisional aggregate, 76 to 71. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
MiniMax M3's sharpest advantage is in coding, where it averages 67 against 56.1. The single biggest benchmark swing on the page is SWE-bench Pro, 56.1% to 59%. MiMo-V2.5 does hit back in multimodal & grounded, so the answer changes if that is the part of the workload you care about most.
MiMo-V2.5 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.
MiniMax M3 is ahead on BenchLM's provisional leaderboard, 76 to 71. The biggest single separator in this matchup is SWE-bench Pro, where the scores are 56.1% and 59%.
MiniMax M3 has the edge for coding in this comparison, averaging 67 versus 56.1. Inside this category, SWE-bench Pro is the benchmark that creates the most daylight between them.
MiniMax M3 has the edge for agentic tasks in this comparison, averaging 71.9 versus 65.8. Inside this category, Claw-Eval is the benchmark that creates the most daylight between them.
MiMo-V2.5 has the edge for multimodal and grounded tasks in this comparison, averaging 78.9 versus 64.9. Inside this category, Video-MME (with subtitle) is the benchmark that creates the most daylight between them.
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