| Model | Bias | Calib. | Accuracy | Cost / run | Latency | Validity | |
|---|---|---|---|---|---|---|---|
| GPT | -17.5% | 60/100 | 50%n=789 | $0.0179 | 7.4s | 98.1% | Read profile → |
| Claude | -7.1% | 65/100 | 51%n=786 | $0.0405 | 29.5s | 98.6% |
| Gemini | -7.9% | 68/100 | 52%n=781 | $0.0106 | 15.4s | 98.0% | Read profile → |
| DeepSeek | -16.0% | 65/100 | 50%n=781 | $0.0035 | 18.7s | 99.3% | Read profile → |
| Grok | -18.6% | 67/100 | 51%n=785 | $0.0152 | 7.9s | 99.3% | Read profile → |