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 38. 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 reasoning, where it averages 73 against 43.2. The single biggest benchmark swing on the page is OfficeQA Pro, 79 to 45.
Seed-2.0-Lite gives you the larger context window at 256K, compared with 32K for Qwen2.5-VL-32B.
Pick Seed-2.0-Lite if you want the stronger benchmark profile. Qwen2.5-VL-32B only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.
Seed-2.0-Lite
55.1
Qwen2.5-VL-32B
33.5
Seed-2.0-Lite
41.4
Qwen2.5-VL-32B
14.3
Seed-2.0-Lite
79.6
Qwen2.5-VL-32B
52.2
Seed-2.0-Lite
73
Qwen2.5-VL-32B
43.2
Seed-2.0-Lite
53.9
Qwen2.5-VL-32B
34.7
Seed-2.0-Lite
89
Qwen2.5-VL-32B
67
Seed-2.0-Lite
82.5
Qwen2.5-VL-32B
60.4
Seed-2.0-Lite
75
Qwen2.5-VL-32B
49.7
Seed-2.0-Lite is ahead overall, 63 to 38. The biggest single separator in this matchup is OfficeQA Pro, where the scores are 79 and 45.
Seed-2.0-Lite has the edge for knowledge tasks in this comparison, averaging 53.9 versus 34.7. Inside this category, MMLU 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 14.3. Inside this category, HumanEval 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 49.7. 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 43.2. 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 33.5. Inside this category, Terminal-Bench 2.0 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 52.2. 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 67. 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 60.4. Inside this category, MGSM is the benchmark that creates the most daylight between them.
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