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 42. 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 coding, where it averages 33 against 12.9. The single biggest benchmark swing on the page is SWE-bench Verified, 37 to 12.
Llama 4 Scout gives you the larger context window at 10M, compared with 128K for Ministral 3 14B.
Pick Ministral 3 14B if you want the stronger benchmark profile. Llama 4 Scout only becomes the better choice if you need the larger 10M context window.
Ministral 3 14B
48.4
Llama 4 Scout
40.6
Ministral 3 14B
33
Llama 4 Scout
12.9
Ministral 3 14B
70.5
Llama 4 Scout
57.8
Ministral 3 14B
63.6
Llama 4 Scout
55
Ministral 3 14B
50.1
Llama 4 Scout
35.6
Ministral 3 14B
80
Llama 4 Scout
68
Ministral 3 14B
76.8
Llama 4 Scout
59.8
Ministral 3 14B
69.7
Llama 4 Scout
51
Ministral 3 14B is ahead overall, 55 to 42. The biggest single separator in this matchup is SWE-bench Verified, where the scores are 37 and 12.
Ministral 3 14B has the edge for knowledge tasks in this comparison, averaging 50.1 versus 35.6. 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 12.9. Inside this category, SWE-bench Verified 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 51. 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 55. 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 40.6. 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 57.8. 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 68. 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 59.8. Inside this category, MGSM is the benchmark that creates the most daylight between them.
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