Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.
MiMo-V2-Flash is clearly ahead on the aggregate, 66 to 36. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
MiMo-V2-Flash's sharpest advantage is in multimodal & grounded, where it averages 75.8 against 33.4. The single biggest benchmark swing on the page is MMMU-Pro, 78 to 28.
Pick MiMo-V2-Flash if you want the stronger benchmark profile. Ministral 3 8B (Reasoning) only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.
MiMo-V2-Flash
61.8
Ministral 3 8B (Reasoning)
38.5
MiMo-V2-Flash
50
Ministral 3 8B (Reasoning)
15.2
MiMo-V2-Flash
75.8
Ministral 3 8B (Reasoning)
33.4
MiMo-V2-Flash
75.3
Ministral 3 8B (Reasoning)
42.1
MiMo-V2-Flash
58.8
Ministral 3 8B (Reasoning)
30
MiMo-V2-Flash
84
Ministral 3 8B (Reasoning)
70
MiMo-V2-Flash
79.1
Ministral 3 8B (Reasoning)
61.7
MiMo-V2-Flash
83.4
Ministral 3 8B (Reasoning)
47.8
MiMo-V2-Flash is ahead overall, 66 to 36. The biggest single separator in this matchup is MMMU-Pro, where the scores are 78 and 28.
MiMo-V2-Flash has the edge for knowledge tasks in this comparison, averaging 58.8 versus 30. Inside this category, MMLU is the benchmark that creates the most daylight between them.
MiMo-V2-Flash has the edge for coding in this comparison, averaging 50 versus 15.2. Inside this category, HumanEval is the benchmark that creates the most daylight between them.
MiMo-V2-Flash has the edge for math in this comparison, averaging 83.4 versus 47.8. Inside this category, AIME 2023 is the benchmark that creates the most daylight between them.
MiMo-V2-Flash has the edge for reasoning in this comparison, averaging 75.3 versus 42.1. Inside this category, SimpleQA is the benchmark that creates the most daylight between them.
MiMo-V2-Flash has the edge for agentic tasks in this comparison, averaging 61.8 versus 38.5. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
MiMo-V2-Flash has the edge for multimodal and grounded tasks in this comparison, averaging 75.8 versus 33.4. Inside this category, MMMU-Pro is the benchmark that creates the most daylight between them.
MiMo-V2-Flash has the edge for instruction following in this comparison, averaging 84 versus 70. Inside this category, IFEval is the benchmark that creates the most daylight between them.
MiMo-V2-Flash has the edge for multilingual tasks in this comparison, averaging 79.1 versus 61.7. Inside this category, MGSM is the benchmark that creates the most daylight between them.
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