Anthropic
Claude Opus 4.8 (Adaptive Reasoning, Max Effort) is an Anthropic Claude Opus profile, representing the high-capability end of the Claude lineup for difficult coding, agentic, research, and computer-use tasks. This page compares the exact benchmarked variant against other Claude and non-Claude models on capability, runtime, and price.
Introducing Claude OpusRank #1 across 523
Rank #4 across 433
Rank #336 across 355
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 | 61.4 | #1 |
| Artificial Analysis Coding Index | coding | 56.7 | #4 |
| GPQA | reasoning | 92.0% | #9 |
| Humanity's Last Exam | reasoning | 45.7% | #1 |
| SciCode |
| coding, reasoning |
| 53.5% |
| #8 |
| Output Speed | speed | 66.3 tok/s | #187 |
| Time to First Token | speed | 31.03s | #283 |
| Blended Price | cost | $10.94/M | #336 |
| Input Price | cost | $6.25/M | #343 |
| Output Price | cost | $25.00/M | #336 |
| Value Index | cost, overall | 5.6 | #308 |