Sonar Pro Nano on Arena Elo: score, rank and what it means
Sonar Pro Nano scores 1328.5 on Arena Elo, placing it #390 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 distribution
The chart shows the top 10 models on Arena Elo, with Sonar Pro Nano highlighted. Longer bars mean higher scores.
Top 10 leaderboard
| # | Model | Provider | Context | Input / 1M | Avg 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, Sonar Pro Nano sits at #390 of 600. The leader, Claude Opus 4.5 Max, scores 1501.9, so the gap to the top is 173.4 points. The median model in this index scores 1373.8, which puts Sonar Pro Nano below the midpoint.
Perplexity models average 1390.9 on this benchmark. Sonar Pro Nano is 62.4 points below that provider line, so it is a weaker result than the average Perplexity model.
Among mid-range models, the average is 1332.0. Sonar Pro Nano is 3.5 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 1328.5 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 $5.50 per million input tokens, Sonar Pro Nano is above 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.
| Model | Provider | Context | Input / 1M | Avg score |
|---|---|---|---|---|
| Nemotron Nano Chat | NVIDIA | 32768 | $2.21 | 66.2 |
| Nemotron Nano Instruct | NVIDIA | 32768 | $2.33 | 67.4 |
| ERNIE 4.0 Mini | Baidu | 32768 | $7.11 | 68.8 |
| Molmo | Allen Institute for AI | 32768 | $2.49 | 68.5 |
| Sonar Pro Nano | Perplexity | 32768 | $5.50 | 66.1 |
| OLMo 2 Base | Allen Institute for AI | 65536 | $2.39 | 67.4 |
| Embed 4 Max | Cohere | 8192 | $5.68 | 66.1 |
Other benchmarks for Sonar Pro Nano
| Benchmark | Score | Rank | Percentile | Relative |
|---|---|---|---|---|
| MMLU-Pro | 68.6 | 410 | 32th | |
| GPQA Diamond | 62.5 | 387 | 36th | |
| SWE-bench Verified | 55.4 | 381 | 37th | |
| HumanEval | 69.6 | 402 | 33th | |
| MATH-500 | 69.0 | 389 | 35th | |
| AIME 2025 | 58.8 | 395 | 34th | |
| LiveCodeBench | 58.2 | 388 | 35th | |
| IFEval | 73.1 | 416 | 31th | |
| TruthfulQA | 70.6 | 395 | 34th | |
| HellaSwag | 79.7 | 385 | 36th | |
| MMMU | 61.2 | 418 | 30th |
FAQ
What score does Sonar Pro Nano get on Arena Elo?
Sonar Pro Nano scores 1328.5 on Arena Elo in this index. The benchmark average is 1349.9 and the top score is 1501.9.
How does Sonar Pro Nano rank on Arena Elo?
It ranks #390 of 600 models, in the 35th percentile. The leader is Claude Opus 4.5 Max at 1501.9.
Is Sonar Pro Nano 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 Sonar Pro Nano cost?
Sonar Pro Nano costs $5.50 per million input tokens and $22.25 per million output tokens.