Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.
DeepSeek V3 finishes one point ahead overall, 25 to 24. 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.
DeepSeek V3's sharpest advantage is in mathematics, where it averages 90.2 against 47. The single biggest benchmark swing on the page is MMLU, 88.5% to 48%. Llama 4 Behemoth does hit back in reasoning, so the answer changes if that is the part of the workload you care about most.
DeepSeek V3 gives you the larger context window at 128K, compared with 32K for Llama 4 Behemoth.
Pick DeepSeek V3 if you want the stronger benchmark profile. Llama 4 Behemoth only becomes the better choice if reasoning is the priority.
Benchmark data for this category is coming soon.
DeepSeek V3
42
Llama 4 Behemoth
40
Benchmark data for this category is coming soon.
DeepSeek V3
24.9
Llama 4 Behemoth
44.9
DeepSeek V3
69.6
Llama 4 Behemoth
46
Benchmark data for this category is coming soon.
Benchmark data for this category is coming soon.
DeepSeek V3
90.2
Llama 4 Behemoth
47
DeepSeek V3 is ahead overall, 25 to 24. The biggest single separator in this matchup is MMLU, where the scores are 88.5% and 48%.
DeepSeek V3 has the edge for knowledge tasks in this comparison, averaging 69.6 versus 46. Inside this category, MMLU is the benchmark that creates the most daylight between them.
DeepSeek V3 has the edge for coding in this comparison, averaging 42 versus 40. Llama 4 Behemoth 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 47. Inside this category, AIME 2024 is the benchmark that creates the most daylight between them.
Llama 4 Behemoth has the edge for reasoning in this comparison, averaging 44.9 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.