Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.
Seed-2.0-Mini is clearly ahead on the aggregate, 53 to 48. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Seed-2.0-Mini's sharpest advantage is in multimodal & grounded, where it averages 73.1 against 48.3. The single biggest benchmark swing on the page is MMMU-Pro, 74 to 42. Mistral 8x7B does hit back in knowledge, so the answer changes if that is the part of the workload you care about most.
Seed-2.0-Mini gives you the larger context window at 256K, compared with 32K for Mistral 8x7B.
Pick Seed-2.0-Mini if you want the stronger benchmark profile. Mistral 8x7B only becomes the better choice if knowledge is the priority.
Seed-2.0-Mini
46.2
Mistral 8x7B
41.1
Seed-2.0-Mini
24.7
Mistral 8x7B
25.8
Seed-2.0-Mini
73.1
Mistral 8x7B
48.3
Seed-2.0-Mini
64.8
Mistral 8x7B
60.3
Seed-2.0-Mini
44.6
Mistral 8x7B
48.4
Seed-2.0-Mini
80
Mistral 8x7B
78
Seed-2.0-Mini
71.8
Mistral 8x7B
72.1
Seed-2.0-Mini
65.1
Mistral 8x7B
68.1
Seed-2.0-Mini is ahead overall, 53 to 48. The biggest single separator in this matchup is MMMU-Pro, where the scores are 74 and 42.
Mistral 8x7B has the edge for knowledge tasks in this comparison, averaging 48.4 versus 44.6. Inside this category, HLE is the benchmark that creates the most daylight between them.
Mistral 8x7B has the edge for coding in this comparison, averaging 25.8 versus 24.7. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.
Mistral 8x7B has the edge for math in this comparison, averaging 68.1 versus 65.1. Inside this category, AIME 2023 is the benchmark that creates the most daylight between them.
Seed-2.0-Mini has the edge for reasoning in this comparison, averaging 64.8 versus 60.3. Inside this category, MRCRv2 is the benchmark that creates the most daylight between them.
Seed-2.0-Mini has the edge for agentic tasks in this comparison, averaging 46.2 versus 41.1. Inside this category, OSWorld-Verified is the benchmark that creates the most daylight between them.
Seed-2.0-Mini has the edge for multimodal and grounded tasks in this comparison, averaging 73.1 versus 48.3. Inside this category, MMMU-Pro is the benchmark that creates the most daylight between them.
Seed-2.0-Mini has the edge for instruction following in this comparison, averaging 80 versus 78. Inside this category, IFEval is the benchmark that creates the most daylight between them.
Mistral 8x7B has the edge for multilingual tasks in this comparison, averaging 72.1 versus 71.8. Inside this category, MGSM is the benchmark that creates the most daylight between them.
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