Code completion

Code Completion and Generation LLM Leaderboard 2026

Rankings of the best LLMs on code completion benchmarks - HumanEval, LiveCodeBench, BigCodeBench, MBPP, and competitive programming - with methodology notes on contamination. Updated April 2026.