Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.
Moonshot v1 finishes one point ahead overall, 26 to 25. 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.
Moonshot v1's sharpest advantage is in reasoning, where it averages 49.9 against 24.9. The single biggest benchmark swing on the page is MMLU, 88.5% to 53%. DeepSeek V3 does hit back in mathematics, so the answer changes if that is the part of the workload you care about most.
Pick Moonshot v1 if you want the stronger benchmark profile. DeepSeek V3 only becomes the better choice if mathematics is the priority.
Benchmark data for this category is coming soon.
DeepSeek V3
42
Moonshot v1
45
Benchmark data for this category is coming soon.
DeepSeek V3
24.9
Moonshot v1
49.9
DeepSeek V3
69.6
Moonshot v1
51
Benchmark data for this category is coming soon.
Benchmark data for this category is coming soon.
DeepSeek V3
90.2
Moonshot v1
52
Moonshot v1 is ahead overall, 26 to 25. The biggest single separator in this matchup is MMLU, where the scores are 88.5% and 53%.
DeepSeek V3 has the edge for knowledge tasks in this comparison, averaging 69.6 versus 51. Inside this category, MMLU is the benchmark that creates the most daylight between them.
Moonshot v1 has the edge for coding in this comparison, averaging 45 versus 42. DeepSeek V3 stays close enough that the answer can still flip depending on your workload.
DeepSeek V3 has the edge for math in this comparison, averaging 90.2 versus 52. Inside this category, AIME 2024 is the benchmark that creates the most daylight between them.
Moonshot v1 has the edge for reasoning in this comparison, averaging 49.9 versus 24.9. Inside this category, SimpleQA 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.