Qwen: Qwen3 235B A22B

Qwen3-235B-A22B, a 235B parameter MoE model, demonstrates exceptional reliability, consistently providing usable responses with minimal technical failures, ranking in the 100th percentile. However, its speed performance is a notable area for improvement, with response times tending to be longer, placing it in the 7th percentile across benchmarks. Pricing is moderate, falling within the 36th percentile. The model exhibits outstanding accuracy across several critical benchmarks. It achieved perfect scores in Email Classification, Reasoning, and General Knowledge, often being the most accurate model at its price point and among models of similar speed. Its "thinking" mode appears highly effective for complex tasks. While its Ethics performance is strong at 99.0% accuracy, its Instruction Following accuracy is comparatively lower at 40.4%, suggesting potential limitations in handling highly complex, multi-layered instructions. Its ability to seamlessly switch between "thinking" and "non-thinking" modes, coupled with strong multilingual support and agent tool-calling capabilities, positions it as a versatile model, despite its slower processing times.