Knowledge

Humanity's Last Exam Leaderboard

Humanity's Last Exam (HLE) is a set of extremely difficult, expert-written questions across many fields, designed so that even frontier models score low. It is built to stay hard as models improve, measuring the true knowledge frontier.

Source: epoch4 open models ranked+42 proprietaryData through Apr 2026

Open models ranked on Humanity's Last Exam

# shows rank among open models / rank overall (including proprietary).

#ModelScore
1 / 13Kimi K2.5 · 1058.6B
24.4%
2 / 30GLM 4.5 · 358.3B
8.3%
3 / 31GLM 4.5 Air · 110.5B
8.1%
4 / 38Llama 4 Maverick 17B 128E Instruct · 401.6B
5.7%

Humanity's Last Exam: frequently asked questions

What is the best open LLM on Humanity's Last Exam?
Kimi K2.5 is the top open model on Humanity's Last Exam, scoring 24.4%. Among all models tested — including proprietary ones — it ranks #13. The top model overall is Gemini 3.1 Pro Preview (Google DeepMind) at 46.4%.
Can open models match proprietary models on Humanity's Last Exam?
Not quite on Humanity's Last Exam: the strongest proprietary model (Gemini 3.1 Pro Preview) scores 46.4%, ahead of the best open model (Kimi K2.5) at 24.4% — but you can run the open one yourself.

Scores aggregated from epoch. llmrun does not run this benchmark — see the source for methodology, or the about benchmarks for what it measures.