DeepSeek: DeepSeek Prover V2

DeepSeek Prover V2, a 671B parameter model, demonstrates competitive response times, ranking in the 42nd percentile across seven benchmarks. It offers moderate pricing, positioned in the 40th percentile. A standout feature is its exceptional reliability, achieving a 100% success rate across all benchmarks, indicating minimal technical failures. The model exhibits strong performance in several key areas. It shows high accuracy in Hallucinations (98.0%), General Knowledge (99.0%), Ethics (99.0%), Reasoning (88.0%), and Coding (91.0%), often placing in the upper percentiles for these categories. Its ability to avoid hallucinations and its robust reasoning capabilities are particularly noteworthy. However, a notable weakness is its performance in Email Classification, where it achieved only 93.0% accuracy, placing it in the 23rd percentile. While its Instruction Following accuracy is 67.7% (77th percentile), the duration for this benchmark was significantly longer than others, placing it in the 6th percentile for speed in this specific task. Overall, DeepSeek Prover V2 presents a reliable and capable model with particular strengths in knowledge, ethics, reasoning, and coding, though with some room for improvement in classification tasks and instruction following speed.