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 strong performance profile, particularly in reliability and certain cognitive tasks. The model exhibits exceptional reliability with a 99% success rate, indicating consistent and stable operation. However, its speed performance is a notable area for improvement, ranking in the 13th percentile, suggesting longer response times compared to many peers. In terms of cost, it offers generally competitive pricing, falling within the 60th percentile. Analyzing benchmark results, the model shows significant strengths in Coding (89th percentile accuracy) and Reasoning (85th percentile accuracy), achieving high scores in complex problem-solving and programming knowledge. Its Mathematics performance is also robust at the 80th percentile. General Knowledge is strong at 62nd percentile. A key weakness is observed in Hallucinations, where its 60.0% accuracy places it in the 11th percentile, indicating a tendency to generate information rather than acknowledge uncertainty. Instruction Following and Ethics benchmarks show moderate performance, at the 52nd and 36th percentiles respectively. Overall, DeepSeek R1 Distill Qwen 32B excels in tasks requiring logical deduction and structured problem-solving, while its speed and handling of uncertainty present opportunities for enhancement.