Qwen 2.5 Coder 32B Instruct: benchmark results

Alibaba's Apache-2.0 32B code specialist that matched GPT-4o on coding benchmarks - the open-source SOTA coder at release (November 2024). Provider: Alibaba. Released 2024-11-12. Access: Open.

Aggregate Rating 1574 ± 8, rank #528 of 1656 rated models, from 222 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
Delulu0.85pass@1100
Delulu - CodeBLEU53.1CodeBLEU (0-100): n-gram, syntax-tree and dataflow agreement100
Delulu - Edit Similarity76.5Edit similarity (0-100): character-level normalized Levensht100
Delulu - Exact Match54.1Exact match (%) of the completion with the gold completion, 100
Open Japanese LLM - CG68.47Score (%)99.8
GSM8K93Accuracy (%)97.8
EvalPlus (HumanEval+ & MBPP+)82.1Pass@1 avg (%)97.6
BigCode Models Leaderboard83.2HumanEval Python Pass@1 (%)96.6
Open LLM Leaderboard - MATH Level 549.55Score96.6
BigCodeBench49Pass@1 (%)96
MERA Code - RealCodeJava38.59pass@1 (%)95.4
Open LLM Leaderboard - BBH66.25Score94.4

Interactive version: theaggregate.ai/model?slug=qwen-2-5-coder-32b-instruct · How It Works · Data refreshed daily, snapshot 2026-10-20.