Qwen: Qwen3 235B A22B Instruct 2507

Qwen3-235B-A22B-Instruct-2507 demonstrates competitive response times, performing among the faster models with a 41st percentile speed ranking. It also offers cost-effective solutions, ranking in the 66th percentile for price. Notably, the model exhibits exceptional reliability, achieving a 99% success rate across benchmarks, indicating minimal technical failures. The model excels in several key areas. It achieved perfect accuracy in Keyword Topic Relevance Classification and Ethics, often being the most accurate model at its price point and speed. Its performance in Mathematics is outstanding, securing the #1 spot in accuracy with 97.0%, even on PhD-level problems. General Knowledge is also a strong suit, with 99.5% accuracy. While strong in Coding (85.9%) and Reasoning (84.0%), its Instruction Following accuracy (39.7%) and Email Classification (94.0%) are areas for potential improvement, ranking in the lower percentiles for those categories. Overall, this model is particularly strong in multilingual understanding, mathematical reasoning, and alignment evaluations.