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WideSearch

Broad information gathering at scale.

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Evaluated by OpenRouter with web search.

What it measures

Tasks that ask an agent to collect many facts across many entities and return them as a complete, structured table — measuring breadth and completeness, not just a single answer.

Beyond public benchmarks

Get a private eval built for your model.

Wide collection tasks break on long tails. We build structured gathering tasks with expert-verified ground-truth tables for your domains.

  • Unpublished tasks written by vetted US-based subject-matter experts
  • Rubric-based grading with expert review, not just automated scoring
  • Delivered under NDA, with training data to close the gaps it finds

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