Benchmark Almanac

Anthropic large agent teams tasks

Only in system cards

Internal 24-hour tasks for teams of 1-100 agents: build a company knowledge base, or formalize a theorem in Lean.

New in the Opus 5.5 card. Measures capability and alignment of large agent teams.

Made by
Anthropic
Released
September 2026
Kind
Multi-agent games
Level
Research frontier
Scored
Checked automatically
Answers
Agent task
Tasks
Kept private
Last in a system card
September 2026
Last model added
September 2026
1
System card reports it, from 1 lab

No scores here yet

No lab, leaderboard or Epoch AI run has reported a score for Anthropic large agent teams tasks yet.

Labs report it only in system cards

We read the headline results of 522 launch posts from 52 labs, and none of them list this benchmark. Some system cards do, below.

One system card reports it

Besides launch posts, we read the system cards, model cards and technical reports labs publish with a release. They report far more, including safety and frontier-risk tests.

DateDocumentScoreAs the document writes itSection
Sep 22, 2026 Claude Opus 5.5 system card Large agent teams, 24-hour tasks, no overall: knowledge base 0.74 and Lean formalization 0.68 with 100 agents (single agent 0.53 and 0.39), printed on charts, slightly different model version (8.12.3, Figures 8.12.3.A and B) Capabilities

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