# VITA-Bench → QwenClawBench

Calibration · https://benchgap.net/calibration/1654 · data retrieved 2026-10-29

QwenClawBench is estimated from VITA-Bench with a offset logistic curve fitted on 6 models measured on both: y = 0.5204 + (0.6396 − 0.5204) / (1 + exp(−200.00·(x − 0.4465))), R² = 0.96, cross-validated error 2.0 pp. It is used for 7 estimates.

| Estimated model | VITA-Bench | QwenClawBench | Source |
|---|---|---|---|
| [Sage-A1.5](https://benchgap.net/model/sage-a1-5.md) | 45.4% | 61.8% | estimated ± 2.0 pp, medium confidence |
| [Agents-A1-4B](https://benchgap.net/model/agents-a1-4b.md) | 40.3% | 52.0% | estimated ± 2.0 pp, medium confidence |
| [Agents-A1](https://benchgap.net/model/agents-a1.md) | 38.8% | 52.0% | estimated ± 2.0 pp, medium confidence |
| [Claude Sonnet 4.5](https://benchgap.net/model/claude-sonnet-4-5.md) | 17.0% | 52.0% | estimated ± 2.0 pp, low confidence |
| [DeepSeek V3.2](https://benchgap.net/model/deepseek-v3-2.md) | 18.5% | 52.0% | estimated ± 2.0 pp, low confidence |
| [GLM-4.7](https://benchgap.net/model/glm-4-7.md) | 15.5% | 52.0% | estimated ± 2.0 pp, low confidence |
| [LongCat-Flash-Lite-Sparse](https://benchgap.net/model/longcat-flash-lite-sparse.md) | 21.7% | 52.0% | estimated ± 2.0 pp, low confidence |

## Fitted on

| Model | VITA-Bench | QwenClawBench |
|---|---|---|
| [Claude Opus 4.5](https://benchgap.net/model/claude-opus-4-5.md) | 23.3% | 52.3% |
| [Qwen3.5 397B](https://benchgap.net/model/qwen3-5-397b.md) | 43.7% | 51.8% |
| [Qwen3.6-35B-A3B](https://benchgap.net/model/qwen3-6-35b-a3b.md) | 35.6% | 52.6% |
| [Qwen3.6 Plus](https://benchgap.net/model/qwen3-6-plus.md) | 44.3% | 57.2% |
| [Qwen3.7 Max](https://benchgap.net/model/qwen3-7-max.md) | 47.9% | 64.3% |
| [Qwen3.7 Plus](https://benchgap.net/model/qwen3-7-plus.md) | 45.6% | 61.8% |