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 46. 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 coding, where it averages 24.7 against 13.1. The single biggest benchmark swing on the page is MRCRv2, 72 to 54. Gemini 1.0 Pro does hit back in mathematics, 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 Gemini 1.0 Pro.
Pick Seed-2.0-Mini if you want the stronger benchmark profile. Gemini 1.0 Pro only becomes the better choice if mathematics is the priority.
Seed-2.0-Mini
46.2
Gemini 1.0 Pro
39.8
Seed-2.0-Mini
24.7
Gemini 1.0 Pro
13.1
Seed-2.0-Mini
73.1
Gemini 1.0 Pro
68.1
Seed-2.0-Mini
64.8
Gemini 1.0 Pro
57.4
Seed-2.0-Mini
44.6
Gemini 1.0 Pro
42.8
Seed-2.0-Mini
80
Gemini 1.0 Pro
77
Seed-2.0-Mini
71.8
Gemini 1.0 Pro
66.8
Seed-2.0-Mini
65.1
Gemini 1.0 Pro
65.9
Seed-2.0-Mini is ahead overall, 53 to 46. The biggest single separator in this matchup is MRCRv2, where the scores are 72 and 54.
Seed-2.0-Mini has the edge for knowledge tasks in this comparison, averaging 44.6 versus 42.8. Inside this category, MMLU-Pro is the benchmark that creates the most daylight between them.
Seed-2.0-Mini has the edge for coding in this comparison, averaging 24.7 versus 13.1. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.
Gemini 1.0 Pro has the edge for math in this comparison, averaging 65.9 versus 65.1. Inside this category, MATH-500 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 57.4. 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 39.8. 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 68.1. Inside this category, OfficeQA 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 77. Inside this category, IFEval is the benchmark that creates the most daylight between them.
Seed-2.0-Mini has the edge for multilingual tasks in this comparison, averaging 71.8 versus 66.8. Inside this category, MMLU-ProX is the benchmark that creates the most daylight between them.
Get notified when new models drop, benchmark scores change, or the leaderboard shifts. One email per week.
Free. No spam. Unsubscribe anytime. We only store derived location metadata for consent routing.