Amazon’s SWE-PolyBench just exposed the dirty secret about your AI coding assistant

venturebeat.comPublished: 4/23/2025

Summary

Learn MoreAmazon Web Services today introduced SWE-PolyBench, a comprehensive multi-language benchmark designed to evaluate AI coding assistants across a diverse range of programming languages and real-world scenarios. “The evaluation of these coding agents have primarily been done through the metric called pass rate,” Deoras said. What SWE-PolyBench means for enterprise developers working across multiple languagesSWE-PolyBench arrives at a critical juncture in the development of AI coding assistants. A dedicated leaderboard has been established to track the performance of various coding agents on the benchmark. For enterprise decision-makers evaluating AI coding tools, SWE-PolyBench offers something invaluable: a way to separate marketing hype from genuine technical capability.