Qwen: Qwen3 Next 80B A3B Thinking

Qwen3-Next-80B-A3B-Thinking is a reasoning-focused chat model designed for complex multi-step problems. Its speed performance tends to be slower, ranking in the 15th percentile across benchmarks, indicating longer response times. In terms of cost, it is positioned at premium pricing levels, falling into the 5th percentile. However, the model demonstrates exceptional reliability with a 99% success rate, consistently providing usable responses. Across benchmarks, the model exhibits strong performance in Coding (94.9% accuracy, 90th percentile), Reasoning (96.0% accuracy, 81st percentile), and Ethics (100% accuracy, achieving perfect scores and being the most accurate at its price point and speed). General Knowledge and Email Classification also show high accuracy at 99.5% and 99.0% respectively. A notable strength is its low hallucination rate (98.0% accuracy). The primary weakness lies in Instruction Following, where it achieved only 14.7% accuracy, placing it in the 21st percentile. Mathematics performance is moderate at 88.9% accuracy. Its "thinking-only" mode is a key feature for structured problem-solving.