Head-to-head comparison across 1benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Mellum2-12B-A2.5B-Instruct
27
MiniMax M3
76
Verified leaderboard positions: Mellum2-12B-A2.5B-Instruct unranked · MiniMax M3 #13
Pick MiniMax M3 if you want the stronger benchmark profile. Mellum2-12B-A2.5B-Instruct only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.
Coding
+29.8 difference
Mellum2-12B-A2.5B-Instruct
MiniMax M3
N/A
$0.3 / $1.2
N/A
N/A
N/A
N/A
128K
1M
Pick MiniMax M3 if you want the stronger benchmark profile. Mellum2-12B-A2.5B-Instruct only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.
MiniMax M3 is clearly ahead on the provisional aggregate, 76 to 27. 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 37.2.
MiniMax M3 gives you the larger context window at 1M, compared with 128K for Mellum2-12B-A2.5B-Instruct.
MiniMax M3 is ahead on BenchLM's provisional leaderboard, 76 to 27.
MiniMax M3 has the edge for coding in this comparison, averaging 67 versus 37.2. Mellum2-12B-A2.5B-Instruct stays close enough that the answer can still flip depending on your workload.
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