Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.
Claude 4.1 Opus is clearly ahead on the aggregate, 64 to 55. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Claude 4.1 Opus's sharpest advantage is in coding, where it averages 44 against 33. The single biggest benchmark swing on the page is OSWorld-Verified, 57 to 44.
Claude 4.1 Opus gives you the larger context window at 200K, compared with 128K for Ministral 3 14B.
Pick Claude 4.1 Opus if you want the stronger benchmark profile. Ministral 3 14B only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.
Claude 4.1 Opus
58.7
Ministral 3 14B
48.4
Claude 4.1 Opus
44
Ministral 3 14B
33
Claude 4.1 Opus
80.7
Ministral 3 14B
70.5
Claude 4.1 Opus
72.9
Ministral 3 14B
63.6
Claude 4.1 Opus
57.6
Ministral 3 14B
50.1
Claude 4.1 Opus
83
Ministral 3 14B
80
Claude 4.1 Opus
81.8
Ministral 3 14B
76.8
Claude 4.1 Opus
77.7
Ministral 3 14B
69.7
Claude 4.1 Opus is ahead overall, 64 to 55. The biggest single separator in this matchup is OSWorld-Verified, where the scores are 57 and 44.
Claude 4.1 Opus has the edge for knowledge tasks in this comparison, averaging 57.6 versus 50.1. Inside this category, GPQA is the benchmark that creates the most daylight between them.
Claude 4.1 Opus has the edge for coding in this comparison, averaging 44 versus 33. Inside this category, SWE-bench Pro is the benchmark that creates the most daylight between them.
Claude 4.1 Opus has the edge for math in this comparison, averaging 77.7 versus 69.7. Inside this category, MATH-500 is the benchmark that creates the most daylight between them.
Claude 4.1 Opus has the edge for reasoning in this comparison, averaging 72.9 versus 63.6. Inside this category, LongBench v2 is the benchmark that creates the most daylight between them.
Claude 4.1 Opus has the edge for agentic tasks in this comparison, averaging 58.7 versus 48.4. Inside this category, OSWorld-Verified is the benchmark that creates the most daylight between them.
Claude 4.1 Opus has the edge for multimodal and grounded tasks in this comparison, averaging 80.7 versus 70.5. Inside this category, MMMU-Pro is the benchmark that creates the most daylight between them.
Claude 4.1 Opus has the edge for instruction following in this comparison, averaging 83 versus 80. Inside this category, IFEval is the benchmark that creates the most daylight between them.
Claude 4.1 Opus has the edge for multilingual tasks in this comparison, averaging 81.8 versus 76.8. Inside this category, MGSM is the benchmark that creates the most daylight between them.
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