Head-to-head comparison across 2benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
MiMo-V2.5-Pro
82
MiniMax M2.7
65
Pick MiMo-V2.5-Pro if you want the stronger benchmark profile. MiniMax M2.7 only becomes the better choice if you want the cheaper token bill or you would rather avoid the extra latency and token burn of a reasoning model.
Agentic
+11.4 difference
Coding
+3.5 difference
MiMo-V2.5-Pro
MiniMax M2.7
$1 / $3
$0.3 / $1.2
N/A
45 t/s
N/A
2.53s
1M
200K
Pick MiMo-V2.5-Pro if you want the stronger benchmark profile. MiniMax M2.7 only becomes the better choice if you want the cheaper token bill or you would rather avoid the extra latency and token burn of a reasoning model.
MiMo-V2.5-Pro is clearly ahead on the provisional aggregate, 82 to 65. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
MiMo-V2.5-Pro's sharpest advantage is in agentic, where it averages 68.4 against 57. The single biggest benchmark swing on the page is Terminal-Bench 2.0, 68.4% to 57%.
MiMo-V2.5-Pro is also the more expensive model on tokens at $1.00 input / $3.00 output per 1M tokens, versus $0.30 input / $1.20 output per 1M tokens for MiniMax M2.7. That is roughly 2.5x on output cost alone. MiMo-V2.5-Pro is the reasoning model in the pair, while MiniMax M2.7 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-V2.5-Pro gives you the larger context window at 1M, compared with 200K for MiniMax M2.7.
MiMo-V2.5-Pro is ahead on BenchLM's provisional leaderboard, 82 to 65. The biggest single separator in this matchup is Terminal-Bench 2.0, where the scores are 68.4% and 57%.
MiMo-V2.5-Pro has the edge for coding in this comparison, averaging 57.2 versus 53.7. Inside this category, SWE-bench Pro is the benchmark that creates the most daylight between them.
MiMo-V2.5-Pro has the edge for agentic tasks in this comparison, averaging 68.4 versus 57. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
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