Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.
Grok 4 has the cleaner overall profile here, landing at 66 versus 63. It is a real lead, but still close enough that category-level strengths matter more than the headline number.
Grok 4's sharpest advantage is in mathematics, where it averages 85.1 against 75. The single biggest benchmark swing on the page is HMMT Feb 2023, 84 to 67. Seed-2.0-Lite does hit back in instruction following, so the answer changes if that is the part of the workload you care about most.
Seed-2.0-Lite gives you the larger context window at 256K, compared with 128K for Grok 4.
Pick Grok 4 if you want the stronger benchmark profile. Seed-2.0-Lite only becomes the better choice if instruction following is the priority or you need the larger 256K context window.
Grok 4
58.1
Seed-2.0-Lite
55.1
Grok 4
43.1
Seed-2.0-Lite
41.4
Grok 4
78.2
Seed-2.0-Lite
79.6
Grok 4
77.4
Seed-2.0-Lite
73
Grok 4
63.8
Seed-2.0-Lite
53.9
Grok 4
82
Seed-2.0-Lite
89
Grok 4
80.8
Seed-2.0-Lite
82.5
Grok 4
85.1
Seed-2.0-Lite
75
Grok 4 is ahead overall, 66 to 63. The biggest single separator in this matchup is HMMT Feb 2023, where the scores are 84 and 67.
Grok 4 has the edge for knowledge tasks in this comparison, averaging 63.8 versus 53.9. Inside this category, MMLU is the benchmark that creates the most daylight between them.
Grok 4 has the edge for coding in this comparison, averaging 43.1 versus 41.4. Inside this category, HumanEval is the benchmark that creates the most daylight between them.
Grok 4 has the edge for math in this comparison, averaging 85.1 versus 75. Inside this category, HMMT Feb 2023 is the benchmark that creates the most daylight between them.
Grok 4 has the edge for reasoning in this comparison, averaging 77.4 versus 73. Inside this category, SimpleQA is the benchmark that creates the most daylight between them.
Grok 4 has the edge for agentic tasks in this comparison, averaging 58.1 versus 55.1. 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 78.2. 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 82. 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 80.8. Inside this category, MGSM is the benchmark that creates the most daylight between them.
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