Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.
Gemini 3.1 Flash-Lite and Seed-2.0-Mini finish on the same overall score, so this is less about a single winner and more about where the edge shows up. The headline says tie; the benchmark table is where the real choice happens.
Seed-2.0-Mini's sharpest advantage is in coding, where it averages 24.7 against 24.7. The single biggest benchmark swing on the page is BrowseComp, 60 to 53. Gemini 3.1 Flash-Lite does hit back in agentic, so the answer changes if that is the part of the workload you care about most.
Gemini 3.1 Flash-Lite gives you the larger context window at 1M, compared with 256K for Seed-2.0-Mini.
Treat this as a split decision. Gemini 3.1 Flash-Lite makes more sense if agentic is the priority or you need the larger 1M context window; Seed-2.0-Mini is the better fit if multilingual is the priority.
Gemini 3.1 Flash-Lite
49.2
Seed-2.0-Mini
46.2
Gemini 3.1 Flash-Lite
24.7
Seed-2.0-Mini
24.7
Gemini 3.1 Flash-Lite
73.1
Seed-2.0-Mini
73.1
Gemini 3.1 Flash-Lite
65.8
Seed-2.0-Mini
64.8
Gemini 3.1 Flash-Lite
45.3
Seed-2.0-Mini
44.6
Gemini 3.1 Flash-Lite
79
Seed-2.0-Mini
80
Gemini 3.1 Flash-Lite
69.8
Seed-2.0-Mini
71.8
Gemini 3.1 Flash-Lite
66.1
Seed-2.0-Mini
65.1
Gemini 3.1 Flash-Lite and Seed-2.0-Mini are tied on overall score, so the right pick depends on which category matters most for your use case.
Gemini 3.1 Flash-Lite has the edge for knowledge tasks in this comparison, averaging 45.3 versus 44.6. Inside this category, MMLU is the benchmark that creates the most daylight between them.
Gemini 3.1 Flash-Lite and Seed-2.0-Mini are effectively tied for coding here, both landing at 24.7 on average.
Gemini 3.1 Flash-Lite has the edge for math in this comparison, averaging 66.1 versus 65.1. Inside this category, AIME 2023 is the benchmark that creates the most daylight between them.
Gemini 3.1 Flash-Lite has the edge for reasoning in this comparison, averaging 65.8 versus 64.8. Inside this category, SimpleQA is the benchmark that creates the most daylight between them.
Gemini 3.1 Flash-Lite has the edge for agentic tasks in this comparison, averaging 49.2 versus 46.2. Inside this category, BrowseComp is the benchmark that creates the most daylight between them.
Gemini 3.1 Flash-Lite and Seed-2.0-Mini are effectively tied for multimodal and grounded tasks here, both landing at 73.1 on average.
Seed-2.0-Mini has the edge for instruction following in this comparison, averaging 80 versus 79. 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 69.8. Inside this category, MGSM is the benchmark that creates the most daylight between them.
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