Half of your coding agent's success is luck: randomness hits 32-52% across models

micahgoldblum · x · 2026-10-15

Everyone codes with agents now, but a circulating analysis claims 50% of an agent's success comes down to luck. Shared figures show the random share of successful runs at 52% for Claude Fable 5, 50% for Claude Opus 5, and 32% for GPT-6 Astra — implying single-run benchmark gaps may be mostly noise, and evals need repeated trials rather than one-off scores.

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