Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.
Grok Code Fast 1 finishes one point ahead overall, 54 to 53. That is enough to call, but not enough to treat as a blowout. This matchup comes down to a few meaningful edges rather than one model dominating the board.
Grok Code Fast 1's sharpest advantage is in agentic, where it averages 55.7 against 46.2. The single biggest benchmark swing on the page is MMMU-Pro, 40 to 74. Seed-2.0-Mini does hit back in multimodal & grounded, so the answer changes if that is the part of the workload you care about most.
Pick Grok Code Fast 1 if you want the stronger benchmark profile. Seed-2.0-Mini only becomes the better choice if multimodal & grounded is the priority.
Grok Code Fast 1
55.7
Seed-2.0-Mini
46.2
Grok Code Fast 1
32.8
Seed-2.0-Mini
24.7
Grok Code Fast 1
50.4
Seed-2.0-Mini
73.1
Grok Code Fast 1
63.7
Seed-2.0-Mini
64.8
Grok Code Fast 1
48
Seed-2.0-Mini
44.6
Grok Code Fast 1
79
Seed-2.0-Mini
80
Grok Code Fast 1
73.7
Seed-2.0-Mini
71.8
Grok Code Fast 1
67.5
Seed-2.0-Mini
65.1
Grok Code Fast 1 is ahead overall, 54 to 53. The biggest single separator in this matchup is MMMU-Pro, where the scores are 40 and 74.
Grok Code Fast 1 has the edge for knowledge tasks in this comparison, averaging 48 versus 44.6. Inside this category, HLE is the benchmark that creates the most daylight between them.
Grok Code Fast 1 has the edge for coding in this comparison, averaging 32.8 versus 24.7. Inside this category, SWE-bench Pro is the benchmark that creates the most daylight between them.
Grok Code Fast 1 has the edge for math in this comparison, averaging 67.5 versus 65.1. Inside this category, MATH-500 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 63.7. Inside this category, MRCRv2 is the benchmark that creates the most daylight between them.
Grok Code Fast 1 has the edge for agentic tasks in this comparison, averaging 55.7 versus 46.2. Inside this category, Terminal-Bench 2.0 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 50.4. Inside this category, MMMU-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 79. Inside this category, IFEval is the benchmark that creates the most daylight between them.
Grok Code Fast 1 has the edge for multilingual tasks in this comparison, averaging 73.7 versus 71.8. Inside this category, MMLU-ProX is the benchmark that creates the most daylight between them.
Get notified when new models drop, benchmark scores change, or the leaderboard shifts. One email per week.
Free. No spam. Unsubscribe anytime. We only store derived location metadata for consent routing.