Sonar Pro Mini on Arena Elo: score, rank and what it means
Sonar Pro Mini scores 1354.4 on Arena Elo, placing it #356 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 Mini 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 Mini sits at #356 of 600. The leader, Claude Opus 4.5 Max, scores 1501.9, so the gap to the top is 147.5 points. The median model in this index scores 1373.8, which puts Sonar Pro Mini below the midpoint.
Perplexity models average 1390.9 on this benchmark. Sonar Pro Mini is 36.5 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 Mini is 22.4 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 1354.4 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 $8.02 per million input tokens, Sonar Pro Mini 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 |
|---|---|---|---|---|
| Firefunction Turbo | Fireworks AI | 32768 | $8.44 | 70.7 |
| Auto Pro | OpenRouter | 8192 | $8.41 | 71.2 |
| Mixtral Turbo Base | Together AI | 32768 | $2.53 | 69.7 |
| o3 Nano | OpenAI | 32768 | $7.78 | 70.6 |
| Sonar Pro Mini | Perplexity | 8192 | $8.02 | 70.3 |
| Yi-Large Base | 01.AI | 16384 | $2.78 | 70.3 |
| Firesearch | Fireworks AI | 32768 | $7.03 | 68.5 |
Other benchmarks for Sonar Pro Mini
| Benchmark | Score | Rank | Percentile | Relative |
|---|---|---|---|---|
| MMLU-Pro | 73.8 | 358 | 40th | |
| GPQA Diamond | 68.7 | 303 | 50th | |
| SWE-bench Verified | 56.7 | 371 | 38th | |
| HumanEval | 77.4 | 301 | 50th | |
| MATH-500 | 74.8 | 333 | 45th | |
| AIME 2025 | 64.0 | 356 | 41th | |
| LiveCodeBench | 59.3 | 375 | 38th | |
| IFEval | 77.9 | 369 | 39th | |
| TruthfulQA | 73.1 | 367 | 39th | |
| HellaSwag | 80.7 | 376 | 37th | |
| MMMU | 67.3 | 356 | 41th |
FAQ
What score does Sonar Pro Mini get on Arena Elo?
Sonar Pro Mini scores 1354.4 on Arena Elo in this index. The benchmark average is 1349.9 and the top score is 1501.9.
How does Sonar Pro Mini rank on Arena Elo?
It ranks #356 of 600 models, in the 41st percentile. The leader is Claude Opus 4.5 Max at 1501.9.
Is Sonar Pro Mini 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 Mini cost?
Sonar Pro Mini costs $8.02 per million input tokens and $28.92 per million output tokens.