Model comparison

Amazon Nova Pro vs o1-pro

Amazon Nova Pro and o1-pro score almost the same on the Noometry Index (31.0 vs 31.5), so choose on price, context window or the category you care about most.

Last verified . 1 shared benchmarks.

Amazon Nova Pro Amazon

31.0

Rank #281 Confirmed

o1-pro OpenAI

31.5

Rank #271 Reported

Summary

  • They share 1 benchmark with published results for both. Amazon Nova Pro scores higher in 0 categories and o1-pro in 2 categories; one gap is clear of the uncertainty.
  • Amazon Nova Pro is cheaper at $0.80 / $3.20 per million input/output tokens, against $150 / $600 for o1-pro.
  • Amazon Nova Pro accepts more context: 300K tokens versus 200K.

Side by side

Amazon Nova Pro and o1-pro specifications
Amazon Nova Proo1-pro
ProviderAmazonOpenAI
Noometry Index31.031.5
Released2024-12-032025-03-19
WeightsProprietaryProprietary
Context window300K200K
Max output10K100K
Input $ / M tokens$0.80$150
Output $ / M tokens$3.20$600
Results tracked383

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Category by category

Coding Not comparable

Amazon Nova Pro: 35.1 (#229), o1-pro: —

Coding benchmarks
BenchmarkAmazon Nova Proo1-pro
LiveBench Coding38.1%—
LMArena Coding1270—

Agentic & Tool Use Not comparable

Amazon Nova Pro: 16.7 (#147), o1-pro: —

Agentic & Tool Use benchmarks
BenchmarkAmazon Nova Proo1-pro
Berkeley Function Calling Leaderboard25%—
TheAgentCompany1.7%—

Reasoning Too close to call

Amazon Nova Pro: 20.0 (#243), o1-pro: 20.4 (#239)

Reasoning benchmarks
BenchmarkAmazon Nova Proo1-pro
ARC-AGI-1—23.3%
EnigmaEval—6.1%
LiveBench Reasoning32.6%—
LMArena Hard Prompts1246—
LiveBench Data Analysis48.3%—
Epoch Capabilities Index123.8—
LiveBench43.5%—

Math Not comparable

Amazon Nova Pro: 28.5 (#243), o1-pro: —

Math benchmarks
BenchmarkAmazon Nova Proo1-pro
Omni-MATH24.2%—
LiveBench Math38%—
LMArena Math1252—

Knowledge o1-pro leads

Amazon Nova Pro: 27.4 (#250), o1-pro: 29.7 (#234)

Knowledge benchmarks
BenchmarkAmazon Nova Proo1-pro
Humanity's Last Exam4.4%8.1%
MMLU-Pro67.3%—
Confabulations30.1%—
Vectara Hallucination Rate5.1%—
GPQA (HELM)44.6%—
LMArena Expert1211—
MMLU82%—

Multimodal Not comparable

Amazon Nova Pro: 25.0 (#126), o1-pro: —

Multimodal benchmarks
BenchmarkAmazon Nova Proo1-pro
LMArena Vision980—

Multilingual Not comparable

Amazon Nova Pro: 39.7 (#223), o1-pro: —

Multilingual benchmarks
BenchmarkAmazon Nova Proo1-pro
LMArena Non-English1234—
LMArena Chinese1244—
LMArena French1271—
LMArena German1243—
LMArena Japanese1200—
LMArena Korean1203—
LMArena Russian1240—
LMArena Spanish1182—

Instruction Following Not comparable

Amazon Nova Pro: 64.9 (#226), o1-pro: —

Instruction Following benchmarks
BenchmarkAmazon Nova Proo1-pro
LiveBench Instruction Following67.1%—
IFEval81.5%—
LMArena Instruction Following1235—

Long Context Not comparable

Amazon Nova Pro: 38.1 (#205), o1-pro: —

Long Context benchmarks
BenchmarkAmazon Nova Proo1-pro
LMArena Longer Query1255—

Writing & Preference Not comparable

Amazon Nova Pro: 43.9 (#226), o1-pro: —

Writing & Preference benchmarks
BenchmarkAmazon Nova Proo1-pro
LMArena Text1259—
LMArena Creative Writing1212—
Short-Story Creative Writing60.5%—
WildBench77.7%—
LMArena Multi-Turn1246—
LiveBench Language37%—

Frequently asked questions

Is Amazon Nova Pro better than o1-pro?

Amazon Nova Pro and o1-pro score almost the same on the Noometry Index (31.0 vs 31.5), so choose on price, context window or the category you care about most.

Which is cheaper, Amazon Nova Pro or o1-pro?

Amazon Nova Pro is cheaper. It lists at $0.80 per million input tokens and $3.20 per million output tokens; o1-pro lists at $150 and $600.

Which has the bigger context window?

Amazon Nova Pro does, with 300K tokens against 200K.

How many benchmarks do Amazon Nova Pro and o1-pro share?

1 benchmark has published results for both models. Amazon Nova Pro has 38 scored results on Noometry and o1-pro has 3.

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