BALROG NetHack (VLM) Leaderboard — The Aggregate

BALROG NetHack (VLM) — leaderboard

Metric: Progress (%). Source: balrogai.com. 10 models tracked.

Top models

#	Model	Score
1	Human Expert	50
2	Gemini 2.5 Pro (03-25)	1.6
3	Claude 3.5 Sonnet (20241022)	1.2
4	Gemini 1.5 Pro (002)	0.5
5	GPT-4o (2024-05-13)	0.4
6	Gemini 1.5 Flash (002)	0
7	Llama 3.2 11B Instruct	0
8	GPT-4o Mini (2024-07-18)	0
9	Llama 3.2 90B Instruct	0

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