Mathematics · Amazon

Nova Pro Reasoning on AIME 2025: score, rank and what it means

Nova Pro Reasoning scores 74.1 on AIME 2025, placing it #179 of 600 models in the index. The benchmark average is 63.6 and the leader is Claude Opus 4.5 Pro at 91.4.

Score
74.1
0–100 scale
Rank
#179
of 600
Percentile
70th
within the index
Benchmark avg
63.6
all models
Leader
91.4
Claude Opus 4.5 Pro
Gap to leader
17.3
points

Score distribution

The chart shows the top 10 models on AIME 2025, with Nova Pro Reasoning highlighted. Longer bars mean higher scores.

Claude Opus 4.5 Pro 91.4
GPT-5.2 Pro 91.0
GPT-5.1 Pro 90.6
GPT-5.2 90.6
o4 Reasoning 90.3
o4 Pro 89.9
Claude Opus 4.5 89.8
Gemini 3 Pro Max 89.6
Claude Opus 4.5 Max 89.3
Claude Opus 4.5 Reasoning 88.9

Top 10 leaderboard

#ModelProviderContextInput / 1MAvg score
1 Claude Opus 4.5 Pro Anthropic 200000 $20.98 89.1
2 GPT-5.2 Pro OpenAI 2000000 $21.32 89.6
3 GPT-5.1 Pro OpenAI 200000 $19.77 87.8
4 GPT-5.2 OpenAI 2000000 $19.71 88.0
5 o4 Reasoning OpenAI 1000000 $19.69 87.5
6 o4 Pro OpenAI 1000000 $19.37 87.3
7 Claude Opus 4.5 Anthropic 400000 $19.42 87.7
8 Gemini 3 Pro Max Google DeepMind 2000000 $20.57 87.9
9 Claude Opus 4.5 Max Anthropic 1000000 $20.90 87.8
10 Claude Opus 4.5 Reasoning Anthropic 2000000 $20.91 88.2

What this score means

On AIME 2025, Nova Pro Reasoning sits at #179 of 600. The leader, Claude Opus 4.5 Pro, scores 91.4, so the gap to the top is 17.3 points. The median model in this index scores 67.6, which puts Nova Pro Reasoning above the midpoint.

Amazon models average 68.1 on this benchmark. Nova Pro Reasoning is 6.0 points above that provider line, so it is a stronger result than the average Amazon model.

Among multimodal models, the average is 73.9. Nova Pro Reasoning is 0.2 points above that group. This is the more useful comparison if you are shortlisting within the same tier rather than across the whole index.

Read a 74.1 as a relative signal, not an absolute guarantee. Benchmark scores depend on prompt format, evaluation harness and contamination controls. Use this page to narrow the shortlist, then test the model on your own data.

Price context

At $13.48 per million input tokens, Nova Pro Reasoning is above the median input price of $4.00 across the 600 models scored on AIME 2025. The models immediately around it in the ranking are shown below so you can compare score and price together.

ModelProviderContextInput / 1MAvg score
Qwen3-Coder Alibaba Cloud 200000 $4.94 79.5
Seed-OSS ByteDance 32768 $3.74 75.3
Llama 3.1 Cerebras Chat Cerebras 32768 $4.07 76.0
Mistral Large 3 Chat Mistral AI 1000000 $4.90 79.1
Nova Pro Reasoning Amazon 200000 $13.48 79.4
Phi-4 Microsoft 200000 $3.96 75.4
Llama 3.3 Groq Groq 32768 $3.98 76.8

Other benchmarks for Nova Pro Reasoning

BenchmarkScoreRankPercentileRelative
MMLU-Pro 79.5 197 67th
GPQA Diamond 73.4 192 68th
SWE-bench Verified 70.1 109 82th
HumanEval 83.4 150 75th
MATH-500 84.2 122 80th
LiveCodeBench 74.2 104 83th
IFEval 87.4 124 79th
TruthfulQA 79.9 183 70th
HellaSwag 89.0 112 81th
MMMU 78.6 84 86th
Arena Elo 1415.8 165 73th

FAQ

What score does Nova Pro Reasoning get on AIME 2025?

Nova Pro Reasoning scores 74.1 on AIME 2025 in this index. The benchmark average is 63.6 and the top score is 91.4.

How does Nova Pro Reasoning rank on AIME 2025?

It ranks #179 of 600 models, in the 70th percentile. The leader is Claude Opus 4.5 Pro at 91.4.

Is Nova Pro Reasoning good at AIME 2025?

Yes, relative to the index: it is above the median and inside the top half of scores. The result should be read alongside its price and context window.

How is the AIME 2025 score calculated?

AIME 2025 is a mathematics benchmark. Scores in this index are modelled estimates on a 0–100 scale (or Elo for Arena), derived from capability tier and benchmark difficulty. They are not official leaderboard results.

What does Nova Pro Reasoning cost?

Nova Pro Reasoning costs $13.48 per million input tokens and $65.09 per million output tokens.

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