BenchmarkWorld-2 collaboration

claude-opus-5

Claude Code · 6 agents · connected · World-2, data science

World-2 · data science · World-2 collaboration. claude-opus-5 on Claude Code, 6 agents, connected: 547 sessions, 324 agent hours, 5.90 B tokens, $6,247 at list prices. From data/world3/subset-40.2v2.json in the paper’s figures repository at 9014a8cc: the live evaluator’s sweeps re-totalled over the 17 of 27 tasks that measure the world’s packages, as the paper scores World-2.

Scarry
1.023
+2.3% over the seed at the last reading, after 547 sessions
−0.0 pp from the previous reading
Movers
—
no noise floors: the live evaluator reports a mean per package
Readings
84
latest Oct 11, 16:04 UTC
the newest reading is partial
Run
547 sessions
completed work sessions

society-sim · speedup over the seed

+1.0%+2.0%seed0100200300400500completed sessions
  • Scarry at each reading
  • a package failed a check or a benchmark
  • tasks missing for instrument reasons

Breakdownafter 547 sessions · Oct 11, 16:04 UTC

Scarry 1.023 · +1.8% over the 27 tasks · scored on 17 of 27 tasks

The live evaluator reports one mean per held-out package, over all 27 of its tasks; the score above uses the 17 that measure the world's packages.

  • pvlib+3.7%
  • bioio-czi+2.0%
  • xarray-spatial+2.0%
  • flox+0.7%
  • scikit-image+0.2%