Preference · NVIDIA

Nemotron Nano Base on Arena Elo: score, rank and what it means

Nemotron Nano Base scores 1318.8 on Arena Elo, placing it #397 of 600 models in the index. The benchmark average is 1349.9 and the leader is Claude Opus 4.5 Max at 1501.9.

Score
1318.8
0–100 scale
Rank
#397
of 600
Percentile
34th
within the index
Benchmark avg
1349.9
all models
Leader
1501.9
Claude Opus 4.5 Max
Gap to leader
183.1
points

Score distribution

The chart shows the top 10 models on Arena Elo, with Nemotron Nano Base highlighted. Longer bars mean higher scores.

Claude Opus 4.5 Max 1501.9
GPT-5.2 Reasoning 1500.4
GPT-5.2 Turbo 1500.3
Claude Opus 4.5 Reasoning 1497.5
GPT-5.2 Max 1495.3
Gemini 3 Pro Turbo 1494.9
Grok 4 Max 1491.4
Claude Opus 4.5 1491.2
GPT-5.1 Pro 1490.0
Grok 4 Reasoning 1487.6

Top 10 leaderboard

#ModelProviderContextInput / 1MAvg score
1 Claude Opus 4.5 Max Anthropic 1000000 $20.90 87.8
2 GPT-5.2 Reasoning OpenAI 1000000 $20.98 87.5
3 GPT-5.2 Turbo OpenAI 1000000 $20.73 87.4
4 Claude Opus 4.5 Reasoning Anthropic 2000000 $20.91 88.2
5 GPT-5.2 Max OpenAI 1000000 $21.39 89.2
6 Gemini 3 Pro Turbo Google DeepMind 400000 $19.62 86.4
7 Grok 4 Max xAI 2000000 $19.70 86.6
8 Claude Opus 4.5 Anthropic 400000 $19.42 87.7
9 GPT-5.1 Pro OpenAI 200000 $19.77 87.8
10 Grok 4 Reasoning xAI 2000000 $19.67 87.8

What this score means

On Arena Elo, Nemotron Nano Base sits at #397 of 600. The leader, Claude Opus 4.5 Max, scores 1501.9, so the gap to the top is 183.1 points. The median model in this index scores 1373.8, which puts Nemotron Nano Base below the midpoint.

NVIDIA models average 1292.4 on this benchmark. Nemotron Nano Base is 26.4 points above that provider line, so it is a stronger result than the average NVIDIA model.

Among open-weight models, the average is 1338.0. Nemotron Nano Base is 19.2 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 1318.8 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 $1.85 per million input tokens, Nemotron Nano Base is below the median input price of $4.00 across the 600 models scored on Arena Elo. The models immediately around it in the ranking are shown below so you can compare score and price together.

ModelProviderContextInput / 1MAvg score
Molmo Chat Allen Institute for AI 32768 $2.40 66.7
Embed 4 Turbo Cohere 4096 $5.13 64.0
Command A Nano Cohere 8192 $5.90 66.3
Molmo Base Allen Institute for AI 4096 $2.02 65.0
Nemotron Nano Base NVIDIA 8192 $1.85 65.0
Nova Lite Mini Amazon 16384 $5.43 65.0
Embed 4 Pro Cohere 4096 $5.05 63.5

Other benchmarks for Nemotron Nano Base

BenchmarkScoreRankPercentileRelative
MMLU-Pro 68.0 418 30th
GPQA Diamond 57.8 430 28th
SWE-bench Verified 53.3 395 34th
HumanEval 68.0 415 31th
MATH-500 68.4 396 34th
AIME 2025 59.9 388 35th
LiveCodeBench 53.8 413 31th
IFEval 75.7 392 35th
TruthfulQA 68.8 407 32th
HellaSwag 79.5 388 35th
MMMU 62.2 407 32th

FAQ

What score does Nemotron Nano Base get on Arena Elo?

Nemotron Nano Base scores 1318.8 on Arena Elo in this index. The benchmark average is 1349.9 and the top score is 1501.9.

How does Nemotron Nano Base rank on Arena Elo?

It ranks #397 of 600 models, in the 34th percentile. The leader is Claude Opus 4.5 Max at 1501.9.

Is Nemotron Nano Base good at Arena Elo?

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 Arena Elo score calculated?

Arena Elo is a preference 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 Base cost?

Nemotron Nano Base costs $1.85 per million input tokens and $8.64 per million output tokens.

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