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 43. 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 56.8. The single biggest benchmark swing on the page is OfficeQA Pro, 72 to 54.
Seed-2.0-Mini is also the more expensive model on tokens at $0.10 input / $0.40 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Llama 4 Maverick. That is roughly Infinityx on output cost alone. Llama 4 Maverick gives you the larger context window at 1M, compared with 256K for Seed-2.0-Mini.
Pick Seed-2.0-Mini if you want the stronger benchmark profile. Llama 4 Maverick only becomes the better choice if you want the cheaper token bill or you need the larger 1M context window.
Seed-2.0-Mini
46.2
Llama 4 Maverick
40.9
Seed-2.0-Mini
24.7
Llama 4 Maverick
15.7
Seed-2.0-Mini
73.1
Llama 4 Maverick
56.8
Seed-2.0-Mini
64.8
Llama 4 Maverick
54
Seed-2.0-Mini
44.6
Llama 4 Maverick
36.5
Seed-2.0-Mini
80
Llama 4 Maverick
68
Seed-2.0-Mini
71.8
Llama 4 Maverick
59.8
Seed-2.0-Mini
65.1
Llama 4 Maverick
51.3
Seed-2.0-Mini is ahead overall, 53 to 43. The biggest single separator in this matchup is OfficeQA Pro, where the scores are 72 and 54.
Seed-2.0-Mini has the edge for knowledge tasks in this comparison, averaging 44.6 versus 36.5. Inside this category, MMLU 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 15.7. Inside this category, HumanEval is the benchmark that creates the most daylight between them.
Seed-2.0-Mini has the edge for math in this comparison, averaging 65.1 versus 51.3. 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 54. Inside this category, SimpleQA 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 40.9. 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 56.8. 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 68. 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 59.8. Inside this category, MGSM is the benchmark that creates the most daylight between them.
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