Mathematics · NVIDIA

Nemotron 4 Instruct on AIME 2025: score, rank and what it means

Nemotron 4 Instruct scores 69.8 on AIME 2025, placing it #261 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
69.8
0–100 scale
Rank
#261
of 600
Percentile
57th
within the index
Benchmark avg
63.6
all models
Leader
91.4
Claude Opus 4.5 Pro
Gap to leader
21.6
points

Score distribution

The chart shows the top 10 models on AIME 2025, with Nemotron 4 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 4 Instruct sits at #261 of 600. The leader, Claude Opus 4.5 Pro, scores 91.4, so the gap to the top is 21.6 points. The median model in this index scores 67.6, which puts Nemotron 4 Instruct above the midpoint.

NVIDIA models average 53.6 on this benchmark. Nemotron 4 Instruct is 16.2 points above that provider line, so it is a stronger result than the average NVIDIA model.

Among multimodal models, the average is 73.9. Nemotron 4 Instruct is 4.1 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 69.8 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 $4.10 per million input tokens, Nemotron 4 Instruct 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
Hunyuan-Large Base Tencent 200000 $3.64 74.0
Llama 3 Lambda Lambda 65536 $3.90 75.6
Llama 3 Replicate Base Replicate 65536 $3.15 72.1
Llama 3.1 Cerebras Cerebras 128000 $4.01 76.0
Nemotron 4 Instruct NVIDIA 65536 $4.10 76.4
Qwen3 Base Alibaba Cloud 65536 $4.33 77.4
o3 Mini OpenAI 128000 $10.68 76.2

Other benchmarks for Nemotron 4 Instruct

BenchmarkScoreRankPercentileRelative
MMLU-Pro 81.3 140 77th
GPQA Diamond 74.2 162 73th
SWE-bench Verified 64.4 224 63th
HumanEval 83.3 154 74th
MATH-500 77.9 260 57th
LiveCodeBench 66.4 266 56th
IFEval 83.0 245 59th
TruthfulQA 80.7 164 73th
HellaSwag 84.9 253 58th
MMMU 74.2 181 70th
Arena Elo 1413.2 177 71th

FAQ

What score does Nemotron 4 Instruct get on AIME 2025?

Nemotron 4 Instruct scores 69.8 on AIME 2025 in this index. The benchmark average is 63.6 and the top score is 91.4.

How does Nemotron 4 Instruct rank on AIME 2025?

It ranks #261 of 600 models, in the 57th percentile. The leader is Claude Opus 4.5 Pro at 91.4.

Is Nemotron 4 Instruct 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 Nemotron 4 Instruct cost?

Nemotron 4 Instruct costs $4.10 per million input tokens and $14.46 per million output tokens.

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