DeepSeek: R1 Distill Qwen 32B

DeepSeek: R1 Distill Qwen 32B, a distilled model based on Qwen 2.5 32B and fine-tuned with DeepSeek R1 outputs, demonstrates a compelling performance profile. While it tends to have longer response times, ranking in the 13th percentile for speed, it generally provides cost-effective solutions, placing in the 63rd percentile for price. A standout feature is its exceptional reliability, achieving a perfect 100th percentile, indicating consistent and usable responses with minimal technical failures. In terms of benchmark performance, the model exhibits significant strengths in specific areas. It achieved a remarkable 93.0% accuracy in the Coding (Baseline) benchmark, placing it in the 94th percentile and making it the most accurate model at its price point. Similarly, its 94.0% accuracy in Reasoning (Baseline) positioned it in the 89th percentile, also making it the most accurate model at its price point for this category. General Knowledge (Baseline) also showed strong performance at 98.5% accuracy (68th percentile). However, its performance in Ethics (Baseline) and Email Classification (Baseline) was more moderate, at 97.5% (39th percentile) and 96.0% (42nd percentile) accuracy respectively. Instruction Following (Baseline) was a relative weakness at 51.5% accuracy (55th percentile), coupled with a very long duration. Overall, the model excels in complex problem-solving and programming tasks, offering high accuracy and reliability, though speed remains an area for improvement.