# Vibe Code Bench → AA LiveCodeBench

Calibration · https://benchgap.net/calibration/1602 · data retrieved 2026-10-29

AA LiveCodeBench is estimated from Vibe Code Bench with a linear curve fitted on 7 models measured on both: y = 0.2320·x + 0.8241, R² = 0.43, cross-validated error 3.4 pp. It is used for 0 estimates.

## Fitted on

| Model | Vibe Code Bench | AA LiveCodeBench |
|---|---|---|
| [Claude Opus 4.5 Thinking](https://benchgap.net/model/claude-opus-4-5-thinking.md) | 20.6% | 87.1% |
| [Gemini 2.5 Pro](https://benchgap.net/model/gemini-2-5-pro.md) | 0.4% | 80.1% |
| [Gemini 3 Pro](https://benchgap.net/model/gemini-3-pro.md) | 14.3% | 91.7% |
| [GPT-5.1](https://benchgap.net/model/gpt-5-1.md) | 24.6% | 86.8% |
| [GPT-5 (high)](https://benchgap.net/model/gpt-5-high.md) | 20.1% | 84.6% |
| [Grok 4.1 Fast (Reasoning)](https://benchgap.net/model/grok-4-1-fast-reasoning.md) | 1.2% | 82.2% |
| [Grok 4 Fast (Reasoning)](https://benchgap.net/model/grok-4-fast-reasoning.md) | 0.0% | 83.2% |