FlavourBench - Constraint: leaderboard

FlavourBench constraint family: 178 of the 534 complete-common-core culinary tasks, scored by executable reward maps (arXiv 2608.20574v3). Family score 0-100, higher is better, from family_scores in data-complete-core/leaderboard.jsonl in the josefchen/flavourbench dataset; each route's recorded reasoning effort is kept in the model label.

Metric: Constraint Family Score (0-100). Source: huggingface.co. Saturation forecast: Around 2030. 27 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3.6 Flash (Minimal)51.59#57 (Gemini 3.6 Flash)
2GLM-5.348.45#44
3MiniMax-M347.55#151
4Kimi K3 (Low)46.95#35 (Kimi K3)
5GLM-5.2 (Non-reasoning)44.49#80 (GLM-5.2)
6Nemotron 3.5 Lightning42.54#461
7Command A41.6#498
8Llama 4 Maverick40.2#486
9Mistral Large 340.05#410
10Command-R+ (08-2024)32.05#838

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=flavourbench-constraint · How It Works · Data refreshed daily, snapshot 2026-11-05.