SEQUOR Replace 10: leaderboard

Metric: Replace constraints every 10 turns: last-minus-first-turn accuracy change (percentage points) (self-reported). Source: benchmarklist.com. Saturation forecast: Around 2030. 11 models tracked.

Top models

#ModelScore
1GLM-4.7 Flash-9.26
2Gemini 3.1 Flash Lite-11.5
3Gemma 3 12B-14.5
4Llama 3.3 70B Instruct-18
5Gemma 3 27B-19
6GPT-OSS-20B-35.5
7Gemma 3 4B-44.5
8GPT-OSS-120B-45.5

Interactive version: theaggregate.ai/benchmark?slug=sequor-replace-10 · How It Works · Data refreshed daily, snapshot 2026-10-09.