Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.
Nemotron 3 Ultra 500B is clearly ahead on the aggregate, 37 to 25. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Nemotron 3 Ultra 500B's sharpest advantage is in reasoning, where it averages 69.9 against 24.9. The single biggest benchmark swing on the page is SimpleQA, 24.9% to 71%. DeepSeek V3 does hit back in mathematics, so the answer changes if that is the part of the workload you care about most.
Nemotron 3 Ultra 500B is the reasoning model in the pair, while DeepSeek V3 is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use. Nemotron 3 Ultra 500B gives you the larger context window at 10M, compared with 128K for DeepSeek V3.
Pick Nemotron 3 Ultra 500B if you want the stronger benchmark profile. DeepSeek V3 only becomes the better choice if mathematics is the priority or you would rather avoid the extra latency and token burn of a reasoning model.
Benchmark data for this category is coming soon.
DeepSeek V3
42
Nemotron 3 Ultra 500B
66
Benchmark data for this category is coming soon.
DeepSeek V3
24.9
Nemotron 3 Ultra 500B
69.9
DeepSeek V3
69.6
Nemotron 3 Ultra 500B
72
Benchmark data for this category is coming soon.
Benchmark data for this category is coming soon.
DeepSeek V3
90.2
Nemotron 3 Ultra 500B
73
Nemotron 3 Ultra 500B is ahead overall, 37 to 25. The biggest single separator in this matchup is SimpleQA, where the scores are 24.9% and 71%.
Nemotron 3 Ultra 500B has the edge for knowledge tasks in this comparison, averaging 72 versus 69.6. Inside this category, MMLU is the benchmark that creates the most daylight between them.
Nemotron 3 Ultra 500B has the edge for coding in this comparison, averaging 66 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 73. Inside this category, AIME 2024 is the benchmark that creates the most daylight between them.
Nemotron 3 Ultra 500B has the edge for reasoning in this comparison, averaging 69.9 versus 24.9. Inside this category, SimpleQA is the benchmark that creates the most daylight between them.
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