| Artificial Analysis | Claude 4 Sonnet (Reasoning) Intelligence Index | 18.9 |
| Artificial Analysis | Claude 4 Sonnet (Reasoning) Coding Index | 37.6 |
| Artificial Analysis | Claude 4 Sonnet (Reasoning) Math Index | 74.3 |
| Artificial Analysis | Claude 4 Sonnet (Reasoning) GPQA Diamond | 77.7% |
| Artificial Analysis | Claude 4 Sonnet (Reasoning) HLE | 10.7% |
| Artificial Analysis | Claude 4 Sonnet (Reasoning) IFBench | 54.7% |
| Artificial Analysis | Claude 4 Sonnet (Reasoning) τ²-Bench Telecom | 64.6% |
| Artificial Analysis | Claude 4 Sonnet (Reasoning) AA-LCR | 70.3% |
| Artificial Analysis | Claude 4 Sonnet (Reasoning) τ-Bench Banking | 16.7% |
| Artificial Analysis | Claude 4 Sonnet (Reasoning) GDPval-AA | 9.7% |
| Artificial Analysis | Claude 4 Sonnet (Reasoning) CritPt | 0.3% |
| Artificial Analysis | Claude 4 Sonnet (Reasoning) LiveCodeBench | 65.5% |
| Artificial Analysis | Claude 4 Sonnet (Reasoning) Terminal-Bench Hard | 31.1% |
| Artificial Analysis | Claude 4 Sonnet (Reasoning) Terminal-Bench 2.1 | 36.3% |
| Artificial Analysis | Claude 4 Sonnet (Reasoning) MMLU-Pro | 84.2% |
| Artificial Analysis | Claude 4 Sonnet (Reasoning) AA-Omniscience Accuracy | 22.7% |
| Artificial Analysis | Claude 4 Sonnet (Reasoning) AA-Omniscience Non-Hallucination Rate | 70.9% |
| Artificial Analysis | Claude 4 Sonnet (Reasoning) AIME 2025 | 74.3% |
| Artificial Analysis | Claude 4 Sonnet (Reasoning) AIME | 77.3% |
| Artificial Analysis | Claude 4 Sonnet (Reasoning) MATH-500 | 99.1% |
| Artificial Analysis | Claude 4 Sonnet (Non-reasoning) Intelligence Index | 16.6 |
| Artificial Analysis | Claude 4 Sonnet (Non-reasoning) Math Index | 38.0 |
| Artificial Analysis | Claude 4 Sonnet (Non-reasoning) GPQA Diamond | 68.3% |
| Artificial Analysis | Claude 4 Sonnet (Non-reasoning) HLE | 4.3% |
| Artificial Analysis | Claude 4 Sonnet (Non-reasoning) IFBench | 45.4% |
| Artificial Analysis | Claude 4 Sonnet (Non-reasoning) τ²-Bench Telecom | 52.3% |
| Artificial Analysis | Claude 4 Sonnet (Non-reasoning) AA-LCR | 44.0% |
| Artificial Analysis | Claude 4 Sonnet (Non-reasoning) CritPt | 1.1% |
| Artificial Analysis | Claude 4 Sonnet (Non-reasoning) LiveCodeBench | 44.9% |
| Artificial Analysis | Claude 4 Sonnet (Non-reasoning) Terminal-Bench Hard | 27.3% |
| Artificial Analysis | Claude 4 Sonnet (Non-reasoning) MMLU-Pro | 83.7% |
| Artificial Analysis | Claude 4 Sonnet (Non-reasoning) AA-Omniscience Accuracy | 22.7% |
| Artificial Analysis | Claude 4 Sonnet (Non-reasoning) AA-Omniscience Non-Hallucination Rate | 59.0% |
| Artificial Analysis | Claude 4 Sonnet (Non-reasoning) AIME 2025 | 38.0% |
| Artificial Analysis | Claude 4 Sonnet (Non-reasoning) AIME | 40.7% |
| Artificial Analysis | Claude 4 Sonnet (Non-reasoning) MATH-500 | 93.4% |
| Design Arena | Claude Sonnet 4 (Thinking) Models Arena 3D Elo | 1141 |
| Design Arena | Claude Sonnet 4 (Thinking) Models Arena Code Categories Elo | 1142 |
| Design Arena | Claude Sonnet 4 (Thinking) Models Arena Data Visualization Elo | 1166 |
| Design Arena | Claude Sonnet 4 (Thinking) Models Arena Game Development Elo | 1151 |
| Design Arena | Claude Sonnet 4 (Thinking) Models Arena SVG Elo | 1077 |
| Design Arena | Claude Sonnet 4 (Thinking) Models Arena UI Component Elo | 1132 |
| Design Arena | Claude Sonnet 4 (Thinking) Models Arena Website Elo | 1146 |
| Vals AI | Claude Sonnet 4 (Nonthinking) AIME | 38.5% |
| Vals AI | Claude Sonnet 4 (Nonthinking) CorpFin v2 | 54.7% |
| Vals AI | Claude Sonnet 4 (Nonthinking) Finance Agent v1 | 43.5% |
| Vals AI | Claude Sonnet 4 (Nonthinking) GPQA Diamond | 69.4% |
| Vals AI | Claude Sonnet 4 (Nonthinking) IOI v1 | 6.5% |
| Vals AI | Claude Sonnet 4 (Nonthinking) LiveCodeBench | 59.7% |
| Vals AI | Claude Sonnet 4 (Nonthinking) LegalBench | 83.0% |
| Vals AI | Claude Sonnet 4 (Nonthinking) MATH 500 | 90.3% |
| Vals AI | Claude Sonnet 4 (Nonthinking) MedCode | 33.9% |
| Vals AI | Claude Sonnet 4 (Nonthinking) MedQA | 90.3% |
| Vals AI | Claude Sonnet 4 (Nonthinking) MedScribe | 72.4% |
| Vals AI | Claude Sonnet 4 (Nonthinking) MGSM | 93.0% |
| Vals AI | Claude Sonnet 4 (Nonthinking) MMLU Pro | 79.4% |
| Vals AI | Claude Sonnet 4 (Nonthinking) MMMU Pro | 72.4% |
| Vals AI | Claude Sonnet 4 (Nonthinking) MortgageTax | 62.5% |
| Vals AI | Claude Sonnet 4 (Nonthinking) SAGE | 35.0% |
| Vals AI | Claude Sonnet 4 (Nonthinking) TaxEval v2 | 69.6% |