Vibe-Bench - Personalized Fine-tuning - Preference F1: leaderboard

Metric: Score (0-100). Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 6 models tracked.

Top models

#ModelScore
1Ministral-8B (Vibe-Bench P-SFT)93.55
2Qwen3-4B (Vibe-Bench P-SFT)88.37
3Llama-3.1-8B (Vibe-Bench P-SFT)83.76
4Qwen3-8B (Vibe-Bench P-SFT)80
5Qwen3-14B (Vibe-Bench P-SFT)79.07
6Llama-3.2-3B (Vibe-Bench P-SFT)74.14

Interactive version: theaggregate.ai/benchmark?slug=vibe-bench-personalized-fine-tuning-preference-f1 · How It Works · Data refreshed daily, snapshot 2026-09-24.