Anthropic
Claude 4 Sonnet (Non-reasoning) is an Anthropic Claude Sonnet model, a balanced Claude tier commonly aimed at strong coding, reasoning, and agent workflows with practical latency and cost. The local profile shows whether this specific reasoning mode is a better fit for quality, speed, or value-sensitive use cases.
Introducing Claude SonnetRank #124 across 526
Rank #126 across 436
Rank #325 across 357
Percentile score by analysis domain.
* Cost is inverted: lower input, output, and blended prices rank higher.
Higher bars mean stronger relative placement.
| Metric | Domain | Value | Rank |
|---|---|---|---|
| Artificial Analysis Intelligence Index | overall | 33.0 | #124 |
| Artificial Analysis Coding Index | coding | 30.6 | #126 |
| Artificial Analysis Math Index | math | 38.0 | #164 |
| MMLU-Pro | reasoning | 83.7% | #47 |
| reasoning |
| 68.3% |
| #235 |
| Humanity's Last Exam | reasoning | 4.0% | #429 |
| LiveCodeBench | coding | 44.9% | #166 |
| SciCode | coding, reasoning | 37.3% | #164 |
| MATH-500 | math | 93.4% | #53 |
| AIME | math | 40.7% | #70 |
| Output Speed | speed | 45.2 tok/s | #258 |
| Time to First Token | speed | 0.92s | #116 |
| Blended Price | cost | $6.56/M | #325 |
| Input Price | cost | $3.75/M | #324 |
| Output Price | cost | $15.00/M | #318 |
| Value Index | cost, overall | 5.0 | #310 |