# Toolathlon-Verified → AA-AnalystAgent

Calibration · https://benchgap.net/calibration/1527 · data retrieved 2026-10-29

AA-AnalystAgent is estimated from Toolathlon-Verified with a Hill curve fitted on 7 models measured on both: y = 0.0000 + (1.2000 − 0.0000)·x^6.00 / (0.82172^6.00 + x^6.00), R² = 0.52, cross-validated error 7.8 pp. It is used for 5 estimates.

| Estimated model | Toolathlon-Verified | AA-AnalystAgent | Source |
|---|---|---|---|
| [DeepSeek V4 Pro 0813](https://benchgap.net/model/deepseek-v4-pro-0813.md) | 74.1% | 42.0% | estimated ± 7.8 pp, low confidence |
| [Qwen3.8-Flash-Next](https://benchgap.net/model/qwen3-8-flash-next.md) | 73.5% | 40.6% | estimated ± 7.8 pp, low confidence |
| [Muse Spark Open](https://benchgap.net/model/muse-spark-open.md) | 72.8% | 39.1% | estimated ± 7.8 pp, low confidence |
| [Ornith-1.5-397B](https://benchgap.net/model/ornith-1-5-397b.md) | 71.2% | 35.7% | estimated ± 7.8 pp, low confidence |
| [DeepSeek V4 Flash 0731](https://benchgap.net/model/deepseek-v4-flash-0731.md) | 70.3% | 33.8% | estimated ± 7.8 pp, low confidence |

## Fitted on

| Model | Toolathlon-Verified | AA-AnalystAgent |
|---|---|---|
| [Claude Fable 5.1](https://benchgap.net/model/claude-fable-5-1.md) | 77.8% | 57.5% |
| [Claude Opus 5](https://benchgap.net/model/claude-opus-5.md) | 80.6% | 53.8% |
| [Claude Opus 5.5](https://benchgap.net/model/claude-opus-5-5.md) | 77.8% | 56.3% |
| [Claude Sonnet 5.5](https://benchgap.net/model/claude-sonnet-5-5.md) | 77.8% | 57.5% |
| [GLM-5.3](https://benchgap.net/model/glm-5-3.md) | 73.0% | 38.8% |
| [MiMo-V2.6-Pro](https://benchgap.net/model/mimo-v2-6-pro.md) | 76.9% | 37.5% |
| [Step 5 Preview](https://benchgap.net/model/step-5-preview.md) | 74.1% | 35.0% |