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DeepSearchQA

Deep, multi-step research with complete answers.

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Evaluated by OpenRouter with web search.

What it measures

Multi-step information-seeking tasks across many fields, where the answer is often a set of items rather than a single fact. Agents are scored on finding a complete and precise answer with web search enabled.

Beyond public benchmarks

Get a private eval built for your model.

Deep research quality is hard to grade automatically. Our experts write rubric-graded research tasks and judge completeness the way your users would.

  • Unpublished tasks written by vetted US-based subject-matter experts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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