Anthropic: Claude v2.1

Anthropic's Claude v2.1, released on November 21, 2023, offers a substantial 200K token context window and advancements in hallucination reduction and tool use. In terms of speed, Claude v2.1 demonstrates moderate performance, ranking in the 32nd percentile across benchmarks. Its pricing is positioned at a premium level, placing it in the 8th percentile for cost-effectiveness. A standout feature is its exceptional reliability, achieving the 96th percentile, indicating minimal technical failures and consistent response delivery. Across benchmark categories, Claude v2.1 shows varied performance. It exhibits strong accuracy in Ethics (96.0%) and General Knowledge (91.0%), suggesting a robust understanding in these domains. However, its performance in Coding (67.0% accuracy) and Reasoning (40.7% accuracy) is less competitive, ranking in the lower percentiles for accuracy. While its reliability is a significant strength, the model's premium pricing and moderate speed, coupled with lower accuracy in complex problem-solving and coding tasks, represent areas for potential improvement.