Anthropic: Claude Opus 4.8 (Fast)

Anthropic's Claude Opus 4.8 (Fast) demonstrates strong performance, particularly in speed and reliability. It consistently performs among the fastest models, ranking in the 76th percentile across benchmarks. The model exhibits exceptional reliability with a 99% success rate, indicating minimal technical failures. However, this speed comes at a premium, as its pricing is positioned at the 4th percentile, making it one of the more expensive options. In terms of capabilities, Claude Opus 4.8 (Fast) excels in complex tasks such as Coding (96% accuracy, 94th percentile), Reasoning (94% accuracy, 75th percentile), and Mathematics (94% accuracy, 73rd percentile). It achieved perfect accuracy in Ethics, also being noted as the most accurate and fastest model at its price point for this category. While its General Knowledge (99.5% accuracy) is high, its percentile ranking is moderate. A notable area for improvement is its handling of Hallucinations, where its 94% accuracy places it in the 43rd percentile, suggesting it occasionally struggles to acknowledge uncertainty. Instruction Following (71% accuracy) also presents a moderate performance.