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Jul 2026

PERFOPT-Bench: Evaluating Coding Agents on Software Performance Optimization

The results show that optimization performance is workload-dependent rather than determined by model identity alone: no single stack dominates, and changing the agent framework can materially change the same LLM's per-task speedup profile.

YI-YING Cui, Yi Xie, Piaohong Wang et al. · 0 citations

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