Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.
Seed-2.0-Lite is clearly ahead on the aggregate, 63 to 52. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Seed-2.0-Lite's sharpest advantage is in coding, where it averages 41.4 against 18.5. The single biggest benchmark swing on the page is SWE-bench Verified, 45 to 5.
Gemini 1.5 Pro gives you the larger context window at 2M, compared with 256K for Seed-2.0-Lite.
Pick Seed-2.0-Lite if you want the stronger benchmark profile. Gemini 1.5 Pro only becomes the better choice if you need the larger 2M context window.
Seed-2.0-Lite
55.1
Gemini 1.5 Pro
49.8
Seed-2.0-Lite
41.4
Gemini 1.5 Pro
18.5
Seed-2.0-Lite
79.6
Gemini 1.5 Pro
74.1
Seed-2.0-Lite
73
Gemini 1.5 Pro
66.9
Seed-2.0-Lite
53.9
Gemini 1.5 Pro
44.2
Seed-2.0-Lite
89
Gemini 1.5 Pro
77
Seed-2.0-Lite
82.5
Gemini 1.5 Pro
69.5
Seed-2.0-Lite
75
Gemini 1.5 Pro
67.5
Seed-2.0-Lite is ahead overall, 63 to 52. The biggest single separator in this matchup is SWE-bench Verified, where the scores are 45 and 5.
Seed-2.0-Lite has the edge for knowledge tasks in this comparison, averaging 53.9 versus 44.2. Inside this category, MMLU-Pro is the benchmark that creates the most daylight between them.
Seed-2.0-Lite has the edge for coding in this comparison, averaging 41.4 versus 18.5. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.
Seed-2.0-Lite has the edge for math in this comparison, averaging 75 versus 67.5. Inside this category, MATH-500 is the benchmark that creates the most daylight between them.
Seed-2.0-Lite has the edge for reasoning in this comparison, averaging 73 versus 66.9. Inside this category, BBH is the benchmark that creates the most daylight between them.
Seed-2.0-Lite has the edge for agentic tasks in this comparison, averaging 55.1 versus 49.8. Inside this category, OSWorld-Verified is the benchmark that creates the most daylight between them.
Seed-2.0-Lite has the edge for multimodal and grounded tasks in this comparison, averaging 79.6 versus 74.1. Inside this category, OfficeQA Pro is the benchmark that creates the most daylight between them.
Seed-2.0-Lite has the edge for instruction following in this comparison, averaging 89 versus 77. Inside this category, IFEval is the benchmark that creates the most daylight between them.
Seed-2.0-Lite has the edge for multilingual tasks in this comparison, averaging 82.5 versus 69.5. Inside this category, MMLU-ProX is the benchmark that creates the most daylight between them.
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