MultiSessionCollab - MATH-Hard: leaderboard

Metric: Task success (%; accuracy of the simulated user's final draft answer, MATH-Hard problems, 100 simulated users x 20 sessions, agent without memory). Source: arxiv.org. Saturation forecast: Around December 2026. 4 models tracked.

Top models

#ModelScore
1GPT-OSS-20B41.45
2Qwen 2.5 7B Instruct26.5
3Llama 3.3 70B Instruct25.81
4Llama 3.1 8B Instruct11.5

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