Qwen: Qwen2.5 VL 72B Instruct

Qwen2.5 VL 72B Instruct, created on February 1, 2025, demonstrates competitive response times, ranking in the 48th percentile for speed across seven benchmarks. It typically provides cost-effective solutions, placing in the 62nd percentile for price across six benchmarks. The model exhibits strong reliability with an 89% success rate, indicating consistent provision of usable responses. Performance across benchmarks reveals distinct strengths and weaknesses. The model excels in Instruction Following, achieving perfect accuracy in one instance and 71% in another, showcasing its precision in adhering to complex directives. It also demonstrates perfect accuracy in Ethics and strong performance in General Knowledge (99.5% accuracy) and Email Classification (98% accuracy), highlighting its robust understanding in these domains. However, a significant weakness is observed in Coding (Baseline), where it achieved only 18.0% accuracy, placing it in the 17th percentile. Reasoning performance is moderate at 70% accuracy. The model's proficiency in recognizing common objects and analyzing visual texts, charts, and graphics, as described, complements its strong text-based instruction following and classification capabilities.