Qwen: Qwen3 235B A22B Instruct 2507

Qwen3-235B-A22B-Instruct-2507 demonstrates moderate speed performance, ranking in the 34th percentile across various benchmarks. It generally offers cost-effective solutions, placing in the 61st percentile for pricing. A standout feature is its exceptional reliability, boasting a 98% success rate, indicating consistent and usable responses. In terms of specific benchmarks, the model exhibits strong capabilities in Coding (85.9% accuracy, 68th percentile) and Reasoning (75.0% accuracy, 73rd percentile). It achieves near-perfect accuracy in General Knowledge (99.5%, 84th percentile) and a perfect 100% in Ethics, notably being the most accurate model at its price point and among models of similar speed. However, its performance in Instruction Following (39.7% accuracy, 39th percentile) and Email Classification (94.0% accuracy, 32nd percentile) is less competitive, suggesting areas for improvement in precision for complex multi-step instructions and classification tasks despite high raw accuracy in the latter. Overall, the model excels in knowledge-intensive and logical reasoning tasks, showcasing its strength in complex problem-solving and ethical considerations.