MultiSessionCollab - LogiQA: leaderboard

Metric: Task success (%; accuracy of the simulated user's final draft answer, LogiQA problems, 100 simulated users x 20 sessions, agent without memory). Source: arxiv.org. Saturation forecast: Around 2029. 4 models tracked.

Top models

#ModelScore
1Llama 3.3 70B Instruct26.69
2Llama 3.1 8B Instruct24.45
3GPT-OSS-20B20.31
4Qwen 2.5 7B Instruct19.65

Interactive version: theaggregate.ai/benchmark?slug=multisessioncollab-logiqa · How It Works · Data refreshed daily, snapshot 2026-09-26.