OmniToM: leaderboard

Theory of Mind (ToM), the ability to infer others' knowledge, intentions, and emotions, is commonly evaluated in large language models (LLMs) using end-point question answering, where performance is judged solely by the final answer to a social reasoning query. This paradigm obscures whether the model actually constructs the underlying mental-state representations required for robust reasoning, pa

Metric: Stage 2 Overall Acc (self-reported). Source: benchmarklist.com. Saturation forecast: Around November 2026. 9 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 2.5 Flash85.95#245
2GPT-582.85#98
3Llama 3.3 70B79.55#579
4Qwen 3 32B79.16#443
5Gemma 3 27B78.46#607
6Qwen 3 8B64.26#674
7Llama 3.1 8B62.66#1151

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

Interactive version: theaggregate.ai/benchmark?slug=omnitom · How It Works · Data refreshed daily, snapshot 2026-10-20.