Sonar Mini on MATH-500: score, rank and what it means
Sonar Mini scores 72.7 on MATH-500, placing it #360 of 600 models in the index. The benchmark average is 72.5 and the leader is GPT-5.2 Max at 96.7.
Score distribution
The chart shows the top 10 models on MATH-500, with Sonar Mini highlighted. Longer bars mean higher scores.
Top 10 leaderboard
| # | Model | Provider | Context | Input / 1M | Avg score |
|---|---|---|---|---|---|
| 1 | GPT-5.2 Max | OpenAI | 1000000 | $21.39 | 89.2 |
| 2 | GPT-5.1 Reasoning | OpenAI | 400000 | $20.27 | 88.3 |
| 3 | GPT-5.1 Pro | OpenAI | 200000 | $19.77 | 87.8 |
| 4 | o4 Reasoning | OpenAI | 1000000 | $19.69 | 87.5 |
| 5 | Grok 4 Max | xAI | 2000000 | $19.70 | 86.6 |
| 6 | Grok 4 Reasoning | xAI | 2000000 | $19.67 | 87.8 |
| 7 | Claude Opus 4.5 Max | Anthropic | 1000000 | $20.90 | 87.8 |
| 8 | Claude Opus 4.5 | Anthropic | 400000 | $19.42 | 87.7 |
| 9 | Gemini 3 Pro Reasoning | Google DeepMind | 200000 | $19.69 | 87.5 |
| 10 | Claude Opus 4.5 Turbo | Anthropic | 2000000 | $19.57 | 85.7 |
What this score means
On MATH-500, Sonar Mini sits at #360 of 600. The leader, GPT-5.2 Max, scores 96.7, so the gap to the top is 24.0 points. The median model in this index scores 76.0, which puts Sonar Mini below the midpoint.
Perplexity models average 78.7 on this benchmark. Sonar Mini is 6.0 points below that provider line, so it is a weaker result than the average Perplexity model.
Among mid-range models, the average is 70.0. Sonar Mini is 2.7 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 72.7 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 $6.52 per million input tokens, Sonar Mini is above the median input price of $4.00 across the 600 models scored on MATH-500. 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 |
|---|---|---|---|---|
| Fusion Reasoning | OpenRouter | 65536 | $8.59 | 72.2 |
| Mistral Small 3 Base | Mistral AI | 16384 | $3.19 | 72.7 |
| Firesearch Max | Fireworks AI | 8192 | $7.80 | 69.9 |
| Gemma 3 Base | Google DeepMind | 65536 | $3.09 | 71.1 |
| Sonar Mini | Perplexity | 65536 | $6.52 | 67.9 |
| Auto Max | OpenRouter | 8192 | $8.41 | 71.2 |
| OLMo 2 Base | Allen Institute for AI | 65536 | $2.39 | 67.4 |
Other benchmarks for Sonar Mini
| Benchmark | Score | Rank | Percentile | Relative |
|---|---|---|---|---|
| MMLU-Pro | 71.2 | 388 | 35th | |
| GPQA Diamond | 60.4 | 401 | 33th | |
| SWE-bench Verified | 56.9 | 369 | 39th | |
| HumanEval | 70.4 | 390 | 35th | |
| AIME 2025 | 60.4 | 385 | 36th | |
| LiveCodeBench | 55.1 | 403 | 33th | |
| IFEval | 77.5 | 373 | 38th | |
| TruthfulQA | 74.0 | 354 | 41th | |
| HellaSwag | 81.7 | 355 | 41th | |
| MMMU | 67.0 | 360 | 40th | |
| Arena Elo | 1334.4 | 383 | 36th |
FAQ
What score does Sonar Mini get on MATH-500?
Sonar Mini scores 72.7 on MATH-500 in this index. The benchmark average is 72.5 and the top score is 96.7.
How does Sonar Mini rank on MATH-500?
It ranks #360 of 600 models, in the 40th percentile. The leader is GPT-5.2 Max at 96.7.
Is Sonar Mini good at MATH-500?
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 MATH-500 score calculated?
MATH-500 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 Sonar Mini cost?
Sonar Mini costs $6.52 per million input tokens and $35.69 per million output tokens.