Moonshot v1 vs Nova Pro

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

Quick Verdict

Moonshot v1 wins overall with a score of 44 vs 32 (12 point difference).Moonshot v1 wins 4 out of 4 categories.

Knowledge

Moonshot v1

Moonshot v1

50.8

Nova Pro

38.8

53
MMLU
41
52
GPQA
40
50
SuperGPQA
38
48
OpenBookQA
36

Coding

Moonshot v1

Moonshot v1

45

Nova Pro

33

45
HumanEval
33

Mathematics

Moonshot v1

Moonshot v1

52

Nova Pro

40

53
AIME 2023
41
55
AIME 2024
43
54
AIME 2025
42
49
HMMT Feb 2023
37
51
HMMT Feb 2024
39
50
HMMT Feb 2025
38
52
BRUMO 2025
40

Reasoning

Moonshot v1

Moonshot v1

50

Nova Pro

38

51
SimpleQA
39
49
MuSR
37

Frequently Asked Questions

Which is better, Moonshot v1 or Nova Pro?

Moonshot v1 scores higher overall with 44 vs 32, a difference of 12 points across all benchmarks.

Which is better for knowledge tasks, Moonshot v1 or Nova Pro?

Moonshot v1 leads in knowledge tasks with an average score of 50.8 vs 38.8.

Which is better for coding, Moonshot v1 or Nova Pro?

Moonshot v1 leads in coding with an average score of 45 vs 33.

Which is better for math, Moonshot v1 or Nova Pro?

Moonshot v1 leads in math with an average score of 52 vs 40.

Which is better for reasoning, Moonshot v1 or Nova Pro?

Moonshot v1 leads in reasoning with an average score of 50 vs 38.