Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.
Ministral 3 14B is clearly ahead on the aggregate, 55 to 38. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Ministral 3 14B's sharpest advantage is in reasoning, where it averages 63.6 against 43.2. The single biggest benchmark swing on the page is AIME 2025, 72 to 44.
Ministral 3 14B gives you the larger context window at 128K, compared with 32K for Qwen2.5-VL-32B.
Pick Ministral 3 14B if you want the stronger benchmark profile. Qwen2.5-VL-32B only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.
Ministral 3 14B
48.4
Qwen2.5-VL-32B
33.5
Ministral 3 14B
33
Qwen2.5-VL-32B
14.3
Ministral 3 14B
70.5
Qwen2.5-VL-32B
52.2
Ministral 3 14B
63.6
Qwen2.5-VL-32B
43.2
Ministral 3 14B
50.1
Qwen2.5-VL-32B
34.7
Ministral 3 14B
80
Qwen2.5-VL-32B
67
Ministral 3 14B
76.8
Qwen2.5-VL-32B
60.4
Ministral 3 14B
69.7
Qwen2.5-VL-32B
49.7
Ministral 3 14B is ahead overall, 55 to 38. The biggest single separator in this matchup is AIME 2025, where the scores are 72 and 44.
Ministral 3 14B has the edge for knowledge tasks in this comparison, averaging 50.1 versus 34.7. Inside this category, MMLU is the benchmark that creates the most daylight between them.
Ministral 3 14B has the edge for coding in this comparison, averaging 33 versus 14.3. Inside this category, HumanEval is the benchmark that creates the most daylight between them.
Ministral 3 14B has the edge for math in this comparison, averaging 69.7 versus 49.7. Inside this category, AIME 2025 is the benchmark that creates the most daylight between them.
Ministral 3 14B has the edge for reasoning in this comparison, averaging 63.6 versus 43.2. Inside this category, SimpleQA is the benchmark that creates the most daylight between them.
Ministral 3 14B has the edge for agentic tasks in this comparison, averaging 48.4 versus 33.5. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
Ministral 3 14B has the edge for multimodal and grounded tasks in this comparison, averaging 70.5 versus 52.2. Inside this category, OfficeQA Pro is the benchmark that creates the most daylight between them.
Ministral 3 14B has the edge for instruction following in this comparison, averaging 80 versus 67. Inside this category, IFEval is the benchmark that creates the most daylight between them.
Ministral 3 14B has the edge for multilingual tasks in this comparison, averaging 76.8 versus 60.4. Inside this category, MGSM is the benchmark that creates the most daylight between them.
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