Agent Arena rolls out Bash Reliability, counting only agent-caused bash failures

arena · x · 2026-10-14

Arena upgraded its Bash Recovery signal to Bash Reliability: it now reads each bash call's purpose, outcome and error cause, and whether the error was fixed within the call — counting only agent-caused mistakes while excluding network/permission errors outside the model's control. Reliable first-try command-line use earns credit. On this signal, Claude Opus 4.8 (High) leads at 15.80%, with Sonnet 5 and Opus 5.5 close behind. Backfilled scores are coming to public Hugging Face datasets.

Related event: Agent Arena Update: Claude Opus 5.5 Tops Ranking as Bash Reliability Debuts(6 posts)→

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