Anthropic
opus-4.1
Public AI IQ model profile with source-backed benchmark results and derived ranking context. Proprietary
IQ
95
EQ
n/a
Effective Cost
n/a
IQ Rank
#55
IQ Dimensions
| Dimension | IQ | Coverage |
|---|---|---|
| mathematical reasoning | 103 | 3/5 |
| scientific reasoning | 115 | 3/4 |
| abstract reasoning | 76 | 0/3 |
| app building | 86 | 1/4 |
| production engineering | 100 | 2/7 |
| computer use | 94 | 0/7 |
| reliability | 91 | 1/3 |
Benchmark Results
| Benchmark | Score | Dimension |
|---|---|---|
| AIME | 78.179 | mathematical-reasoning |
| BullshitBench v2 | 42 | reliability |
| FrontierMath Tier 1-3 | 12.6 | mathematical-reasoning |
| FrontierMath Tier 4 | 2.4 | mathematical-reasoning |
| GPQA Diamond | 76.3 | scientific-reasoning |
| Humanity's Last Exam | 11.5 | scientific-reasoning |
| LiveCodeBench | 66.5 | production-engineering |
| SciCode | 40.9 | scientific-reasoning |
| SWE-Bench Verified | 74.5 | production-engineering |
| Arena.ai WebDev | 1386 | app-building |