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cs.DC2026

ACE-Bench: A Lightweight Benchmark for Evaluating Azure SDK Usage Correctness

Wenxing Zhu, Simeng Qi, Junkui Chen +7

We present ACE-Bench (Azure SDK Coding Evaluation Benchmark), an execution-free benchmark that provides fast, reproducible pass or fail signals for whether large language model (LL…