Benchmarks

← All benchmarks

ZeroBench Main Questions pass@1 with tools

Multimodal

Provider-reported tool-assisted pass@1 on ZeroBench's 100 main visual reasoning questions. Tool protocols are recorded on model configurations and score notes. This diagnostic is distinct from no-tool pass@1 and the official five-sample mean pass@1 protocol.

Top models (higher is better)