DeepSeek: DeepSeek Prover V2

DeepSeek Prover V2, a 671B parameter model from DeepSeek, demonstrates competitive performance across various benchmarks. With a context length of 131072, it exhibits competitive response times, ranking in the 54th percentile for speed, and offers competitive pricing, placing in the 40th percentile. The model shows particular strength in tasks requiring complex reasoning and coding. It achieved 91.0% accuracy in the Coding (Baseline) benchmark and 84.0% in Reasoning (Baseline), both ranking in the 84th percentile for accuracy. This aligns with its speculated focus on logic and mathematics. Furthermore, it performed exceptionally well in Ethics (Baseline) and General Knowledge (Baseline), scoring 99.0% accuracy in both. A notable weakness appears in the Email Classification (Baseline) benchmark, where its 93.0% accuracy places it in the 25th percentile, suggesting room for improvement in specific classification tasks. While its cost performance is generally competitive, its duration for certain tasks, like Coding and Ethics, is on the higher side. Overall, DeepSeek Prover V2 presents a robust offering, particularly for tasks demanding strong logical and coding capabilities, with competitive pricing and moderate speed.