# τ³-bench results → DeepPlanning

Calibration · https://benchgap.net/calibration/1495 · data retrieved 2026-10-29

DeepPlanning is estimated from τ³-bench results with a offset logistic curve fitted on 6 models measured on both: y = 0.1297 + (0.3539 − 0.1297) / (1 + exp(−200.00·(x − 0.6698))), R² = 0.80, cross-validated error 8.3 pp. It is used for 7 estimates.

| Estimated model | τ³-bench results | DeepPlanning | Source |
|---|---|---|---|
| [MiMo-V2.5-Pro](https://benchgap.net/model/mimo-v2-5-pro.md) | 72.9% | 35.4% | estimated ± 8.3 pp, low confidence |
| [Nemotron 3 Ultra](https://benchgap.net/model/nemotron-3-ultra.md) | 70.9% | 35.4% | estimated ± 8.3 pp, low confidence |
| [GLM-5.1](https://benchgap.net/model/glm-5-1.md) | 70.6% | 35.4% | estimated ± 8.3 pp, low confidence |
| [LFM3-1.7B](https://benchgap.net/model/lfm3-1-7b.md) | 68.0% | 32.9% | estimated ± 8.3 pp, low confidence |
| [MiniMax M2.7](https://benchgap.net/model/minimax-m2-7.md) | 67.6% | 30.4% | estimated ± 8.3 pp, low confidence |
| [Pokee-Isaac 28B](https://benchgap.net/model/pokee-isaac-28b.md) | 66.2% | 16.9% | estimated ± 8.3 pp, low confidence |
| [Granite 4.2 30B](https://benchgap.net/model/granite-4-2-30b.md) | 62.0% | 13.0% | estimated ± 8.3 pp, low confidence |

## Fitted on

| Model | τ³-bench results | DeepPlanning |
|---|---|---|
| [Claude Opus 4.5](https://benchgap.net/model/claude-opus-4-5.md) | 70.2% | 26.4% |
| [GLM-5](https://benchgap.net/model/glm-5.md) | 65.6% | 14.6% |
| [Kimi K2.5](https://benchgap.net/model/kimi-k2-5.md) | 65.7% | 14.4% |
| [Qwen3.5 397B](https://benchgap.net/model/qwen3-5-397b.md) | 68.4% | 37.6% |
| [Qwen3.6-35B-A3B](https://benchgap.net/model/qwen3-6-35b-a3b.md) | 67.2% | 25.9% |
| [Qwen3.6 Plus](https://benchgap.net/model/qwen3-6-plus.md) | 70.7% | 41.5% |