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Measuring Context Packs Against Real Commits: Recall, Tokens, and the Limits

Most "fewer tokens" claims compare a small number to a big number and stop there. That rewards a tool for leaving things out. The TokenCap benchmark in benchmarks/fair/ scores two things for every task: the token count, and whether the files the change actually needed are in the context. Where the…

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  1. 2026-11-04 14:46 · DEV Community — AI
    Measuring Context Packs Against Real Commits: Recall, Tokens, and the Limits

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