Mathematics · NVIDIA

Nemotron Nano Instruct on AIME 2025: score, rank and what it means

Nemotron Nano Instruct scores 58.6 on AIME 2025, placing it #396 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
58.6
0–100 scale
Rank
#396
of 600
Percentile
34th
within the index
Benchmark avg
63.6
all models
Leader
91.4
Claude Opus 4.5 Pro
Gap to leader
32.8
points

Score distribution

The chart shows the top 10 models on AIME 2025, with Nemotron Nano Instruct 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, Nemotron Nano Instruct sits at #396 of 600. The leader, Claude Opus 4.5 Pro, scores 91.4, so the gap to the top is 32.8 points. The median model in this index scores 67.6, which puts Nemotron Nano Instruct below the midpoint.

NVIDIA models average 53.6 on this benchmark. Nemotron Nano Instruct is 5.0 points above that provider line, so it is a stronger result than the average NVIDIA model.

Among open-weight models, the average is 61.8. Nemotron Nano Instruct is 3.1 points below that group. This is the more useful comparison if you are shortlisting within the same tier rather than across the whole index.

Read a 58.6 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 $2.33 per million input tokens, Nemotron Nano Instruct is below 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
Molmo Allen Institute for AI 32768 $2.49 68.5
Firesearch Fireworks AI 32768 $7.03 68.5
Nova Lite Mini Amazon 16384 $5.43 65.0
Sonar Pro Nano Perplexity 32768 $5.50 66.1
Nemotron Nano Instruct NVIDIA 32768 $2.33 67.4
DeepSeek-R1 8B DeepSeek 16384 $1.87 64.3
Molmo Base Allen Institute for AI 4096 $2.02 65.0

Other benchmarks for Nemotron Nano Instruct

BenchmarkScoreRankPercentileRelative
MMLU-Pro 72.6 371 38th
GPQA Diamond 64.7 366 39th
SWE-bench Verified 54.5 388 35th
HumanEval 72.9 375 38th
MATH-500 67.4 404 33th
LiveCodeBench 57.1 395 34th
IFEval 75.2 396 34th
TruthfulQA 73.0 369 39th
HellaSwag 79.7 384 36th
MMMU 66.2 368 39th
Arena Elo 1331.2 387 36th

FAQ

What score does Nemotron Nano Instruct get on AIME 2025?

Nemotron Nano Instruct scores 58.6 on AIME 2025 in this index. The benchmark average is 63.6 and the top score is 91.4.

How does Nemotron Nano Instruct rank on AIME 2025?

It ranks #396 of 600 models, in the 34th percentile. The leader is Claude Opus 4.5 Pro at 91.4.

Is Nemotron Nano Instruct good at AIME 2025?

It is below the median for this benchmark, so test it carefully before relying on it for this capability. 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 Nemotron Nano Instruct cost?

Nemotron Nano Instruct costs $2.33 per million input tokens and $11.92 per million output tokens.

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