arena_system

gpt-5.4-medium (codex-harness) 2026-10-01

config_81d62cdfdedc095ffb8f8057c4fe5b8a48172a698d27ca66a2a3bdbabb4bb91c

Published ranking

This score and claim apply only inside the bound ranking group.

50%

capability score

Rank

69

Evidence families

1

Claim

Outside top set

Uncertainty was not reported

Configuration passport

Canonical name
gpt-5.4-medium (codex-harness)
Revision
2026-10-01
Interaction policy
crowd_pairwise
Passport class
arena-system-v1

Source evidence

Publication snapshotexplorer_d0403766563286248b76ce1c9785505a1d581fe1e48708622c42012bda934507

Methodology2026-10-04.1.macroscopebench-code-review-wave