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Model Comparison
Model Comparison
Compare performance, benchmarks, and characteristics
claude-opus-4.1
anthropic
Context200K tokens
Input Price$15 / 1M tokens
Output Price$75 / 1M tokens
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Model Comparison
| Metric |  |  |
|---|---|---|
Pricing | ||
| Input Price | $3 / 1M tokens | $15 / 1M tokens |
| Output Price | $15 / 1M tokens | $75 / 1M tokens |
Capabilities | ||
| Context Window | 256K tokens | 200K tokens |
| Capabilities | tools | tools |
| Input type | text | text, image |
Category Scores | ||
| Overall Average | 74.3 | 68.1 |
| Maths | 92.7 | 80.3 |
| Finance | 79.0 | 69.8 |
| Science | 80.1 | 76.0 |
| Writing | 67.6 | 65.8 |
| Academia | 76.4 | 70.1 |
| Marketing | 69.1 | 68.5 |
| Programming | 55.1 | 46.1 |
Benchmark Tests | ||
| HLE | 23.9 | 11.9 |
| AIME | 94.3 | _ |
| GPQA | 87.6 | 80.9 |
| SciCode | 45.7 | 40.9 |
| MATH-500 | 99.0 | _ |
| MMLU-Pro | 86.6 | 88.0 |
| LiveCodeBench | 81.9 | 65.4 |
| AA Math Index | 92.7 | 80.3 |
| AA Coding Index | 55.1 | 46.1 |
| AAII | 65.3 | 59.3 |
grok-4 Advantages
- • Higher benchmark scores (74.3 vs 68.1)
- • Lower input token cost ($3 / 1M tokens vs $15 / 1M tokens)
- • Larger context window (256K tokens vs 200K tokens)
claude-opus-4.1 Advantages