DeepSeek V3.2 (Thinking) vs Nemotron 3 Ultra 500B

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

Quick Verdict

DeepSeek V3.2 (Thinking) wins overall with a score of 69 vs 60 (9 point difference).DeepSeek V3.2 (Thinking) wins 4 out of 4 categories.

Knowledge

DeepSeek V3.2 (Thinking)

DeepSeek V3.2 (Thinking)

84

Nemotron 3 Ultra 500B

71.8

87
MMLU
74
85
GPQA
73
83
SuperGPQA
71
81
OpenBookQA
69

Coding

DeepSeek V3.2 (Thinking)

DeepSeek V3.2 (Thinking)

79

Nemotron 3 Ultra 500B

66

79
HumanEval
66

Mathematics

DeepSeek V3.2 (Thinking)

DeepSeek V3.2 (Thinking)

86

Nemotron 3 Ultra 500B

73

87
AIME 2023
74
89
AIME 2024
76
88
AIME 2025
75
83
HMMT Feb 2023
70
85
HMMT Feb 2024
72
84
HMMT Feb 2025
71
86
BRUMO 2025
73

Reasoning

DeepSeek V3.2 (Thinking)

DeepSeek V3.2 (Thinking)

82

Nemotron 3 Ultra 500B

70

83
SimpleQA
71
81
MuSR
69

Frequently Asked Questions

Which is better, DeepSeek V3.2 (Thinking) or Nemotron 3 Ultra 500B?

DeepSeek V3.2 (Thinking) scores higher overall with 69 vs 60, a difference of 9 points across all benchmarks.

Which is better for knowledge tasks, DeepSeek V3.2 (Thinking) or Nemotron 3 Ultra 500B?

DeepSeek V3.2 (Thinking) leads in knowledge tasks with an average score of 84 vs 71.8.

Which is better for coding, DeepSeek V3.2 (Thinking) or Nemotron 3 Ultra 500B?

DeepSeek V3.2 (Thinking) leads in coding with an average score of 79 vs 66.

Which is better for math, DeepSeek V3.2 (Thinking) or Nemotron 3 Ultra 500B?

DeepSeek V3.2 (Thinking) leads in math with an average score of 86 vs 73.

Which is better for reasoning, DeepSeek V3.2 (Thinking) or Nemotron 3 Ultra 500B?

DeepSeek V3.2 (Thinking) leads in reasoning with an average score of 82 vs 70.