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 46. 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 13.1. The single biggest benchmark swing on the page is SWE-bench Verified, 45 to 5.
Seed-2.0-Lite gives you the larger context window at 256K, compared with 32K for Gemini 1.0 Pro.
Pick Seed-2.0-Lite if you want the stronger benchmark profile. Gemini 1.0 Pro only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.
Seed-2.0-Lite
55.1
Gemini 1.0 Pro
39.8
Seed-2.0-Lite
41.4
Gemini 1.0 Pro
13.1
Seed-2.0-Lite
79.6
Gemini 1.0 Pro
68.1
Seed-2.0-Lite
73
Gemini 1.0 Pro
57.4
Seed-2.0-Lite
53.9
Gemini 1.0 Pro
42.8
Seed-2.0-Lite
89
Gemini 1.0 Pro
77
Seed-2.0-Lite
82.5
Gemini 1.0 Pro
66.8
Seed-2.0-Lite
75
Gemini 1.0 Pro
65.9
Seed-2.0-Lite is ahead overall, 63 to 46. 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 42.8. 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 13.1. 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 65.9. Inside this category, AIME 2023 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 57.4. Inside this category, LongBench v2 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 39.8. 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 68.1. 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 66.8. Inside this category, MMLU-ProX is the benchmark that creates the most daylight between them.
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