loop-bench Leaderboard

SWE-bench for loop designs. Compare loop architectures across convergence, cost, drift, honesty, and erosion.

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loop-bench — the open benchmark for loop architecture quality. Part of the loop-eng ecosystem.

Methodology: hold model constant, vary loop design, measure 11 metrics via LTF traces. Read the spec.