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Exa Says No Search Agent Under $1 Per Task Gets Half Rows Right

Oct 09, 2026
exa.ai
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Summary

Exa previews ATLAS, a 547-task benchmark that grades search agents on wide, multi-hop research. Exa says its best tested system reaches 0.66 row F1 at $8.92 and 18 minutes per task, while no configuration under $1 per task gets half the rows correct. Exa plans to release the tasks, golden tables, and grader in coming weeks.

Key Points

  • Exa says 74% of ATLAS tasks ask agents to find 10 or more entities.
  • Exa reports grading one system across all 547 tasks costs roughly $0.24.
  • Exa says it plans to regenerate ATLAS from fresh search demand every 3 to 6 months.

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