Nemotron 3 Ultra 500B vs o3-mini

Side-by-side benchmark comparison across knowledge, coding, math, and reasoning.

Nemotron 3 Ultra 500B is clearly ahead on the aggregate, 67 to 56. 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 coding, where it averages 49.7 against 49.3. The single biggest benchmark swing on the page is MMLU, 74 to 86.9. o3-mini does hit back in knowledge, so the answer changes if that is the part of the workload you care about most.

Nemotron 3 Ultra 500B gives you the larger context window at 10M, compared with 200K for o3-mini.

Quick Verdict

Pick Nemotron 3 Ultra 500B if you want the stronger benchmark profile. o3-mini only becomes the better choice if knowledge is the priority.

Knowledge

o3-mini

Nemotron 3 Ultra 500B

62.5

o3-mini

82.1

74
MMLU
86.9
73
GPQA
77.2
71
SuperGPQA
-
69
OpenBookQA
-
73
MMLU-Pro
-
15
HLE
-

Coding

Nemotron 3 Ultra 500B

Nemotron 3 Ultra 500B

49.7

o3-mini

49.3

66
HumanEval
-
42
SWE-bench Verified
49.3
41
LiveCodeBench
-

Mathematics

o3-mini

Nemotron 3 Ultra 500B

74.4

o3-mini

87.3

74
AIME 2023
-
76
AIME 2024
87.3
75
AIME 2025
-
70
HMMT Feb 2023
-
72
HMMT Feb 2024
-
71
HMMT Feb 2025
-
73
BRUMO 2025
-
84
MATH-500
-

Reasoning

Nemotron 3 Ultra 500B
71
SimpleQA
-
69
MuSR
-
85
BBH
-

Instruction Following

o3-mini

Nemotron 3 Ultra 500B

84

o3-mini

93.9

84
IFEval
93.9

Multilingual

Nemotron 3 Ultra 500B
81
MGSM
-

Frequently Asked Questions

Which is better, Nemotron 3 Ultra 500B or o3-mini?

Nemotron 3 Ultra 500B is ahead overall, 67 to 56. The biggest single separator in this matchup is MMLU, where the scores are 74 and 86.9.

Which is better for knowledge tasks, Nemotron 3 Ultra 500B or o3-mini?

o3-mini has the edge for knowledge tasks in this comparison, averaging 82.1 versus 62.5. Inside this category, MMLU is the benchmark that creates the most daylight between them.

Which is better for coding, Nemotron 3 Ultra 500B or o3-mini?

Nemotron 3 Ultra 500B has the edge for coding in this comparison, averaging 49.7 versus 49.3. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.

Which is better for math, Nemotron 3 Ultra 500B or o3-mini?

o3-mini has the edge for math in this comparison, averaging 87.3 versus 74.4. Inside this category, AIME 2024 is the benchmark that creates the most daylight between them.

Which is better for instruction following, Nemotron 3 Ultra 500B or o3-mini?

o3-mini has the edge for instruction following in this comparison, averaging 93.9 versus 84. Inside this category, IFEval is the benchmark that creates the most daylight between them.

Last updated: March 9, 2026

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