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MMToM-QA - Goal — leaderboard

Metric: Goal (%). Source: chuanyangjin.com. 15 models tracked.

Top models

#ModelScore
1O3 Mini40.7
2Llama 3.1 70B36.3
3Gemini 2.0 Flash (Thinking)34.7
4Gemini 2.0 Flash33.3
5GPT-4o32.3

Interactive version: theaggregate.ai/benchmark?slug=mmtom-qa-goal · How the rankings work · Data refreshed daily, snapshot 2026-07-22.

Built by Mikhail Doroshenko — AI researcher, co-author of Humanity’s Last Exam. Independent project; no affiliation with any AI lab.