BenchmarkWorld-1 collaboration

claude-opus-5

Claude Code · 6 agents · connected · World-1, networking

World-1 · networking · World-1 collaboration. claude-opus-5 on Claude Code, 6 agents, connected: 596 sessions, 198 agent hours, 3.96 B tokens, $5,821 at list prices. From data/cells/cell-18.1.json in the paper’s figures repository at 9014a8cc: the live evaluator’s sweeps on the run’s world, every two hours and at the close, each with the paper’s carried score.

Scarry
1.159
+15.9% over the seed at the last reading, after 596 sessions
+0.1 pp from the previous reading
Sstrict
1.159
a package with a failed check or benchmark scores 1.0
2 packages failed at the last reading
Movers
—
no noise floors: the live evaluator reports a mean per package
Readings
20
latest Sep 4, 20:58 UTC
Run
596 sessions
completed work sessions

society-sim · speedup over the seed

+10.0%seed0100200300400500completed sessions
  • Scarry at each reading
  • a package failed a check or a benchmark
  • tasks missing for instrument reasons

Breakdownafter 596 sessions · Sep 4, 20:58 UTC

Scarry 1.159 · Sstrict 1.159 · +0.1% over the tasks with a value · 8/17 tasks measured

The live evaluator reports one mean per held-out package.

  • zeep+0.8%
  • cachecontrolchecks failed
  • requests-cachechecks failed
  • awswrangler−0.4%