MiniMax M3.1 Flash — Benchmarks
Benchmark scores for MiniMax M3.1 Flash aggregated from public leaderboards (8 boards), with how it ranks among open models and how it compares with its nearest neighbours. See hardware requirements for what you need to run it.
No llmrun Composite Score for MiniMax M3.1 Flash: the score is only published for a model measured on at least 4 of the boards in the score panel, spanning at least 2 benchmark categories and including a reasoning or coding board — or on 3 boards that narrow its score to a 90% range of at most 15.6 points. Either way the results must come from at least two different benchmarks. Its individual scores below stand on their own — see how the llmrun Composite Score gets calculated.
MiniMax M3.1 Flash reasoning benchmarks
Multi-step logic and problem-solving — can the model think through a hard problem rather than recall an answer.
82.9
median 78.8open leader 90.7
Overall best: Gemini 4 Argon 95.1
69th percentile · #6 of 17 open · #35 of 53 all
Independent
Other results (2)· leaderboard-only, not part of the llmrun Score
MiniMax M3.1 Flash coding benchmarks
Writing, editing, and fixing real code — measured by whether the resulting program actually runs and passes tests.
83.9
median 73.6open leader 96.0
Overall best: Claude Fable 5 98.3
81st percentile · #4 of 17 open · #26 of 53 all
Independent34.7
median 28.4open leader 50.9
Overall best: Claude Opus 5.5 85.0
56th percentile · #8 of 17 open · #31 of 53 all
Independent
Other results (2)· leaderboard-only, not part of the llmrun Score
MiniMax M3.1 Flash knowledge benchmarks
Breadth and depth of factual knowledge across many subjects, paired with the reasoning to apply it.
72.7
median 70.9open leader 86.8
Overall best: Claude Opus 5 88.9
56th percentile · #8 of 17 open · #29 of 53 all
Independent
Scores aggregated from public benchmark sources (LiveBench: 7 boards, Arena: 1 board) — each linked from the benchmark pages. llmrun does not run these benchmarks. Percentiles and ranks are among open models in the llmrun catalogue; the median and leader marks refer to the same field.