Cohere: Command R (03-2024)

Cohere's Command-R (03-2024) demonstrates a strong overall performance profile, particularly excelling in operational reliability. The model consistently ranks among the fastest, achieving the 80th percentile in speed across six benchmarks, indicating efficient processing. Its pricing is competitive, falling within the 57th percentile. Notably, Command-R exhibits exceptional reliability, scoring in the 100th percentile, meaning it consistently provides usable responses with minimal technical failures. While reliability and speed are significant strengths, the model's accuracy varies across different benchmarks. It shows strong performance in Ethics (96.0% accuracy) and General Knowledge (92.5% accuracy), though these scores place it in the 31st and 40th percentiles respectively, suggesting room for improvement relative to other models. Its Email Classification accuracy is also high at 93.0%, but ranks lower at the 26th percentile. Conversely, Command-R struggles with Instruction Following (33.0% accuracy) and Reasoning (14.0% accuracy), placing it in the lower 33rd and 9th percentiles for these categories. Coding performance is moderate at 68.0% accuracy (33rd percentile). The model's duration for tasks can be quite long, particularly for General Knowledge and Instruction Following, indicating potential latency for complex queries despite its overall speed ranking.