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ZeroBench-main (w/ Tools, Pass@5)
Multimodal
Reasoning
Agents
Share
Official website
ZeroBench main-set visual reasoning evaluated with external tools. Pass@5 measures success within five attempts; this setting is kept separate from no-tool and Python-only evaluations.
Ranking
Sources
#
Model
Score
1
GPT-5.6 Sol
OpenAI
53.0
%
2
Claude Opus 5
Anthropic
52.0
%
3
DeepSeek-V4.1-Flash
DeepSeek
49.0
%
4
Kimi K3
Moonshot AI
41.0
%
4 models total