Nova Pro vs o1-preview

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

Quick Verdict

o1-preview wins overall with a score of 71 vs 32 (39 point difference).o1-preview wins 4 out of 4 categories.

Knowledge

o1-preview

Nova Pro

38.8

o1-preview

89

41
MMLU
92
40
GPQA
90
38
SuperGPQA
88
36
OpenBookQA
86

Coding

o1-preview

Nova Pro

33

o1-preview

86

33
HumanEval
86

Mathematics

o1-preview

Nova Pro

40

o1-preview

93

41
AIME 2023
94
43
AIME 2024
96
42
AIME 2025
95
37
HMMT Feb 2023
90
39
HMMT Feb 2024
92
38
HMMT Feb 2025
91
40
BRUMO 2025
93

Reasoning

o1-preview

Nova Pro

38

o1-preview

87

39
SimpleQA
88
37
MuSR
86

Frequently Asked Questions

Which is better, Nova Pro or o1-preview?

o1-preview scores higher overall with 71 vs 32, a difference of 39 points across all benchmarks.

Which is better for knowledge tasks, Nova Pro or o1-preview?

o1-preview leads in knowledge tasks with an average score of 89 vs 38.8.

Which is better for coding, Nova Pro or o1-preview?

o1-preview leads in coding with an average score of 86 vs 33.

Which is better for math, Nova Pro or o1-preview?

o1-preview leads in math with an average score of 93 vs 40.

Which is better for reasoning, Nova Pro or o1-preview?

o1-preview leads in reasoning with an average score of 87 vs 38.