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Claude Sonnet 4.6 vs Gemini 3.1 Pro
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| Attribute | Claude Sonnet 4.6 | Gemini 3.1 Pro |
|---|---|---|
| Scores | ||
| Intelligence (ECI) | 152 | 155 |
| Coding | 61 | 62 |
| Math | 46 | 72 |
| Reasoning & Knowledge | 57 | 94 |
| Agentic & Tools | 45 | 81 |
| Specifications | ||
| Developer | Anthropic | Google DeepMind |
| Family | Claude | Gemini |
| Released | Feb 17, 2026 | Feb 19, 2026 |
| Parameters | — | — |
| Availability | API access | API access |
| Context window | 1M | — |
| Price — $/M input | $3.00 | — |
| Price — $/M output | $15.00 | — |
| Inputs | text, image, file | — |
| Outputs | text | — |
| Benchmarks | ||
| AIME 2024/2025 | 86% | 96% |
| APEX | 24% | 34% |
| ARC-AGI | 87% | 98% |
| ARC-AGI-2 | 60% | 77% |
| FrontierMath | 32% | 37% |
| FrontierMath Tier 4 | 8% | 17% |
| GPQA Diamond | 87% | 94% |
| Humanity's Last Exam | 30% | 46% |
| SciCode | 47% | — |
| SimpleQA Verified | 29% | 77% |
| SWE-bench Verified | 75% | 76% |
| Terminal-Bench | 53% | 80% |
| WebDev Arena | 1523 | 1461 |
| WeirdML | 66% | 72% |
| τ²-bench | 76% | — |
| GSO (code optimization) | — | 23% |
| METR task horizon | — | 6.4 h |
| SimpleBench | — | 80% |
Use-case scores are 0–100 percentile composites across each area’s benchmarks, ranked against every model from the past year. Highlighted cells lead each row. Open a model for the full picture.
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Benchmarks & model data from Epoch AI (CC BY); pricing & specs from OpenRouter. ECI = Epoch Capabilities Index.