Vibe-Bench - BM25 Retrieval - Preference Precision: leaderboard

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

Top models

#ModelScore
1Llama 3.1 70B Instruct58.82
2Qwen 3 235B A22B 2507 Instruct58.33
3Mistral Small 3.257.38
4Gemma 3 27B (IT)54.55
5Llama 3.1 8B Instruct52.48
6Qwen 3 14B51.43

Interactive version: theaggregate.ai/benchmark?slug=vibe-bench-bm25-retrieval-preference-precision · How It Works · Data refreshed daily, snapshot 2026-09-24.