Moonshot v1 vs Nemotron Ultra 253B

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

Quick Verdict

Moonshot v1 wins overall with a score of 44 vs 40 (4 point difference).Moonshot v1 wins 4 out of 4 categories.

Knowledge

Moonshot v1

Moonshot v1

50.8

Nemotron Ultra 253B

46.8

53
MMLU
49
52
GPQA
48
50
SuperGPQA
46
48
OpenBookQA
44

Coding

Moonshot v1

Moonshot v1

45

Nemotron Ultra 253B

41

45
HumanEval
41

Mathematics

Moonshot v1

Moonshot v1

52

Nemotron Ultra 253B

48

53
AIME 2023
49
55
AIME 2024
51
54
AIME 2025
50
49
HMMT Feb 2023
45
51
HMMT Feb 2024
47
50
HMMT Feb 2025
46
52
BRUMO 2025
48

Reasoning

Moonshot v1

Moonshot v1

50

Nemotron Ultra 253B

46

51
SimpleQA
47
49
MuSR
45

Frequently Asked Questions

Which is better, Moonshot v1 or Nemotron Ultra 253B?

Moonshot v1 scores higher overall with 44 vs 40, a difference of 4 points across all benchmarks.

Which is better for knowledge tasks, Moonshot v1 or Nemotron Ultra 253B?

Moonshot v1 leads in knowledge tasks with an average score of 50.8 vs 46.8.

Which is better for coding, Moonshot v1 or Nemotron Ultra 253B?

Moonshot v1 leads in coding with an average score of 45 vs 41.

Which is better for math, Moonshot v1 or Nemotron Ultra 253B?

Moonshot v1 leads in math with an average score of 52 vs 48.

Which is better for reasoning, Moonshot v1 or Nemotron Ultra 253B?

Moonshot v1 leads in reasoning with an average score of 50 vs 46.