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DevBench: A Realistic, Developer-Informed Benchmark for Code Generation Models

Published • May 16, 2026
Authors:
Adarsh Kumarappan
,
Pareesa Ameneh Golnari
,
Wen Wen

Abstract

DevBench is a telemetry-driven benchmark designed to evaluate Large Language Models (LLMs) on realistic code completion tasks. It includes 1,800 evaluation instances across six programming languages and six task categories derived from real developer telemetry and synthesized using generator models ...

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