Perplexity: Sonar Pro Search

Perplexity: Sonar Pro Search, a sophisticated agentic search system designed for deeper reasoning and analysis, demonstrates a balanced performance profile with notable strengths and areas for improvement. Its speed performance is moderate, ranking in the 25th percentile across benchmarks, indicating it is not among the fastest models available. Pricing is positioned at premium levels, falling into the 13th percentile, suggesting it is a more expensive option. A significant highlight is its exceptional reliability, achieving a 100% success rate across all benchmarks, meaning it consistently provides usable responses without technical failures. In terms of specific benchmarks, Sonar Pro Search excels in Coding (92.0% accuracy, 78th percentile) and Mathematics (92.0% accuracy, 71st percentile), showcasing strong capabilities in technical and quantitative domains. Its General Knowledge is also robust at 98.0% accuracy. However, it exhibits a notable weakness in Email Classification, with a low 73.0% accuracy (7th percentile), indicating potential struggles with nuanced categorization tasks. Hallucination control is moderate at 80.0% accuracy, suggesting occasional instances of generating ungrounded information. Instruction Following and Reasoning show average performance. Overall, Sonar Pro Search is a highly reliable model with strong analytical and technical skills, though its premium pricing and moderate speed should be considered.