Reasoning · NVIDIA

Nemotron 4 Base on GPQA Diamond: score, rank and what it means

Nemotron 4 Base scores 68.9 on GPQA Diamond, placing it #299 of 600 models in the index. The benchmark average is 65.6 and the leader is GPT-5.2 Reasoning at 87.0.

Score
68.9
0–100 scale
Rank
#299
of 600
Percentile
50th
within the index
Benchmark avg
65.6
all models
Leader
87.0
GPT-5.2 Reasoning
Gap to leader
18.1
points

Score distribution

The chart shows the top 10 models on GPQA Diamond, with Nemotron 4 Base highlighted. Longer bars mean higher scores.

GPT-5.2 Reasoning 87.0
GPT-5.1 Max 86.4
Claude Opus 4.5 Pro 86.0
GPT-5.1 Reasoning 85.6
Claude Sonnet 4.5 Reasoning 85.2
GPT-5.2 84.9
o4 Turbo 84.8
Claude Opus 4.5 Max 84.6
Grok 4 Turbo 84.5
Claude Sonnet 4.5 Max 84.4

Top 10 leaderboard

#ModelProviderContextInput / 1MAvg score
1 GPT-5.2 Reasoning OpenAI 1000000 $20.98 87.5
2 GPT-5.1 Max OpenAI 2000000 $20.50 87.9
3 Claude Opus 4.5 Pro Anthropic 200000 $20.98 89.1
4 GPT-5.1 Reasoning OpenAI 400000 $20.27 88.3
5 Claude Sonnet 4.5 Reasoning Anthropic 400000 $19.48 87.7
6 GPT-5.2 OpenAI 2000000 $19.71 88.0
7 o4 Turbo OpenAI 2000000 $19.34 86.6
8 Claude Opus 4.5 Max Anthropic 1000000 $20.90 87.8
9 Grok 4 Turbo xAI 1000000 $19.21 86.7
10 Claude Sonnet 4.5 Max Anthropic 1000000 $19.90 87.2

What this score means

On GPQA Diamond, Nemotron 4 Base sits at #299 of 600. The leader, GPT-5.2 Reasoning, scores 87.0, so the gap to the top is 18.1 points. The median model in this index scores 68.8, which puts Nemotron 4 Base above the midpoint.

NVIDIA models average 57.5 on this benchmark. Nemotron 4 Base is 11.4 points above that provider line, so it is a stronger result than the average NVIDIA model.

Among open-weight models, the average is 63.6. Nemotron 4 Base is 5.3 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 68.9 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 $3.29 per million input tokens, Nemotron 4 Base is below the median input price of $4.00 across the 600 models scored on GPQA Diamond. The models immediately around it in the ranking are shown below so you can compare score and price together.

ModelProviderContextInput / 1MAvg score
Llama 3 DeepInfra Chat DeepInfra 200000 $3.74 75.0
Nova Lite Reasoning Amazon 32768 $9.92 74.3
Yi-Large Chat 01.AI 65536 $3.49 73.5
Claude Sonnet 4.5 Nano Anthropic 8192 $8.93 72.0
Nemotron 4 Base NVIDIA 8192 $3.29 73.0
Auto Pro OpenRouter 8192 $8.41 71.2
Firefunction Max Fireworks AI 32768 $9.12 73.2

Other benchmarks for Nemotron 4 Base

BenchmarkScoreRankPercentileRelative
MMLU-Pro 76.5 292 51th
SWE-bench Verified 60.7 312 48th
HumanEval 76.8 311 48th
MATH-500 76.8 286 52th
AIME 2025 66.7 320 47th
LiveCodeBench 64.2 313 48th
IFEval 81.4 294 51th
TruthfulQA 75.4 323 46th
HellaSwag 85.1 241 60th
MMMU 70.9 276 54th
Arena Elo 1364.5 333 45th

FAQ

What score does Nemotron 4 Base get on GPQA Diamond?

Nemotron 4 Base scores 68.9 on GPQA Diamond in this index. The benchmark average is 65.6 and the top score is 87.0.

How does Nemotron 4 Base rank on GPQA Diamond?

It ranks #299 of 600 models, in the 50th percentile. The leader is GPT-5.2 Reasoning at 87.0.

Is Nemotron 4 Base good at GPQA Diamond?

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 GPQA Diamond score calculated?

GPQA Diamond is a reasoning 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 Base cost?

Nemotron 4 Base costs $3.29 per million input tokens and $14.95 per million output tokens.

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