Vibe-Bench - BERT Retrieval - Preference Accuracy: leaderboard

Metric: Score (0-100). Source: arxiv.org. Saturation forecast: Around March 2027. 6 models tracked.

Top models

#ModelScore
1Qwen 3 235B A22B 2507 Instruct64.06
2Llama 3.1 70B Instruct56.25
3Mistral Small 3.256.25
4Qwen 3 14B55.47
5Llama 3.1 8B Instruct53.12
6Gemma 3 27B (IT)49.22

Interactive version: theaggregate.ai/benchmark?slug=vibe-bench-bert-retrieval-preference-accuracy · How It Works · Data refreshed daily, snapshot 2026-09-24.