Model comparison

GPT-5 Pro vs Nova 2.0 Pro Preview

GPT-5 Pro is the stronger model overall, scoring 46.4 to 33.4 on the Noometry Index.

Last verified . 0 shared benchmarks.

GPT-5 Pro OpenAI

46.4

Rank #64 Confirmed

Nova 2.0 Pro Preview Amazon

33.4

Rank #244 Reported

Summary

  • The widest gap is in reasoning, where GPT-5 Pro leads 38.9 to 22.4.

Side by side

GPT-5 Pro and Nova 2.0 Pro Preview specifications
GPT-5 ProNova 2.0 Pro Preview
ProviderOpenAIAmazon
Noometry Index46.433.4
Released2025-10-062025-12-02
WeightsProprietaryProprietary
Context window400K—
Max output272K—
Input $ / M tokens$15—
Output $ / M tokens$120—
Results tracked123

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Category by category

Coding GPT-5 Pro leads

GPT-5 Pro: 44.0 (#80), Nova 2.0 Pro Preview: 40.8 (#133)

Coding benchmarks
BenchmarkGPT-5 ProNova 2.0 Pro Preview
SciCode—42.7%
WeirdML60.4%—
AlgoTune1.31—

Agentic & Tool Use Not comparable

GPT-5 Pro: —, Nova 2.0 Pro Preview: 21.9 (#136)

Agentic & Tool Use benchmarks
BenchmarkGPT-5 ProNova 2.0 Pro Preview
GDP.pdf—2%

Reasoning GPT-5 Pro leads

GPT-5 Pro: 38.9 (#62), Nova 2.0 Pro Preview: 22.4 (#194)

Reasoning benchmarks
BenchmarkGPT-5 ProNova 2.0 Pro Preview
ARC-AGI-218.3%—
SimpleBench61.6%—
Kagi LLM Benchmark76.8%—
ARC-AGI-170.2%—
CritPt—0%
EnigmaEval18.8%—
Epoch Capabilities Index150.28—

Math Not comparable

GPT-5 Pro: 48.5 (#63), Nova 2.0 Pro Preview: —

Math benchmarks
BenchmarkGPT-5 ProNova 2.0 Pro Preview
FrontierMath (Tiers 1-3)55.8%—
FrontierMath Tier 419.5%—
FrontierMath Tier 4 (v1)14.6%—

Knowledge Not comparable

GPT-5 Pro: 56.7 (#42), Nova 2.0 Pro Preview: —

Knowledge benchmarks
BenchmarkGPT-5 ProNova 2.0 Pro Preview
Humanity's Last Exam31.6%—

Frequently asked questions

Is GPT-5 Pro better than Nova 2.0 Pro Preview?

GPT-5 Pro is the stronger model overall, scoring 46.4 to 33.4 on the Noometry Index.

Is GPT-5 Pro or Nova 2.0 Pro Preview better for coding?

GPT-5 Pro scores higher on coding benchmarks: 44.0 versus 40.8 in the Noometry coding category.

How many benchmarks do GPT-5 Pro and Nova 2.0 Pro Preview share?

0 benchmarks have published results for both models. GPT-5 Pro has 12 scored results on Noometry and Nova 2.0 Pro Preview has 3.

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