Qwen2.5 Coder 32B Instruct

Qwen2.5 Coder 32B Instruct, released on November 11, 2024, demonstrates a strong overall performance profile, particularly excelling in its core domain of coding. The model generally performs among the fastest models, ranking in the 73rd percentile for speed across eight benchmarks. It consistently offers highly competitive pricing, placing in the 87th percentile across seven benchmarks. Notably, its reliability is exceptional, achieving a 100% success rate across all eight benchmarks, indicating minimal technical failures. In terms of specific benchmark results, Qwen2.5 Coder 32B Instruct achieved perfect accuracy in Hallucinations (Baseline) and one of the Instruction Following (Baseline) tests, highlighting its ability to acknowledge uncertainty and precisely follow directives. It also showed strong performance in Ethics (99.0% accuracy) and Reasoning (76.0% accuracy). While its General Knowledge (96.2%) and Email Classification (96.0%) scores are solid, they are not top-tier. The model's Coding performance, at 77.0% accuracy, is respectable but falls in the 39th percentile, suggesting room for improvement despite its "Coder" designation. A notable weakness is the second Instruction Following benchmark, where it scored 54.5% accuracy, indicating inconsistency in handling certain types of complex instructions.