DeepSeek: DeepSeek Prover V2

DeepSeek Prover V2, a 671B parameter model, demonstrates competitive response times, performing among the faster models with a 48th percentile speed ranking. It offers moderate pricing, ranking at the 40th percentile for cost-effectiveness. A standout feature is its exceptional reliability, achieving a perfect 100th percentile, indicating minimal technical failures and consistent, usable responses. In terms of performance across benchmarks, DeepSeek Prover V2 exhibits strong capabilities in several areas. It achieved high accuracy in Coding (91.0%, 83rd percentile), Instruction Following (67.7%, 82nd percentile), and Reasoning (84.0%, 83rd percentile), aligning with its speculated focus on logic and mathematics. Its General Knowledge and Ethics scores were also very high (99.0% in both, 73rd and 59th percentile respectively). A notable weakness appears in Email Classification, where its 93.0% accuracy, while seemingly high, places it at a lower 25th percentile compared to other models. Its duration for Instruction Following was also significantly longer, placing it in the 7th percentile for speed in that category. Overall, the model excels in complex cognitive tasks and maintains remarkable stability.