Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.
Gemini 3 Flash is clearly ahead on the aggregate, 62 to 32. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Gemini 3 Flash's sharpest advantage is in multimodal & grounded, where it averages 79.6 against 32.4. The single biggest benchmark swing on the page is MMMU-Pro, 80 to 27.
Gemini 3 Flash is also the more expensive model on tokens at $0.50 input / $3.00 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Ministral 3 8B. That is roughly Infinityx on output cost alone. Gemini 3 Flash gives you the larger context window at 1M, compared with 128K for Ministral 3 8B.
Pick Gemini 3 Flash if you want the stronger benchmark profile. Ministral 3 8B only becomes the better choice if you want the cheaper token bill.
Gemini 3 Flash
57.5
Ministral 3 8B
28.9
Gemini 3 Flash
40.4
Ministral 3 8B
14.2
Gemini 3 Flash
79.6
Ministral 3 8B
32.4
Gemini 3 Flash
72
Ministral 3 8B
36.1
Gemini 3 Flash
52.9
Ministral 3 8B
28
Gemini 3 Flash
85
Ministral 3 8B
69
Gemini 3 Flash
80.5
Ministral 3 8B
61.7
Gemini 3 Flash
74
Ministral 3 8B
43.3
Gemini 3 Flash is ahead overall, 62 to 32. The biggest single separator in this matchup is MMMU-Pro, where the scores are 80 and 27.
Gemini 3 Flash has the edge for knowledge tasks in this comparison, averaging 52.9 versus 28. Inside this category, MMLU is the benchmark that creates the most daylight between them.
Gemini 3 Flash has the edge for coding in this comparison, averaging 40.4 versus 14.2. Inside this category, HumanEval is the benchmark that creates the most daylight between them.
Gemini 3 Flash has the edge for math in this comparison, averaging 74 versus 43.3. Inside this category, AIME 2023 is the benchmark that creates the most daylight between them.
Gemini 3 Flash has the edge for reasoning in this comparison, averaging 72 versus 36.1. Inside this category, SimpleQA is the benchmark that creates the most daylight between them.
Gemini 3 Flash has the edge for agentic tasks in this comparison, averaging 57.5 versus 28.9. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
Gemini 3 Flash has the edge for multimodal and grounded tasks in this comparison, averaging 79.6 versus 32.4. Inside this category, MMMU-Pro is the benchmark that creates the most daylight between them.
Gemini 3 Flash has the edge for instruction following in this comparison, averaging 85 versus 69. Inside this category, IFEval is the benchmark that creates the most daylight between them.
Gemini 3 Flash has the edge for multilingual tasks in this comparison, averaging 80.5 versus 61.7. Inside this category, MGSM is the benchmark that creates the most daylight between them.
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