OpenAI: GPT-4

OpenAI's GPT-4, a large-scale multimodal language model created on May 27, 2023, demonstrates competitive response times, performing among the faster models with a 45th percentile speed ranking across benchmarks. However, it tends to be positioned at premium pricing levels, ranking in the 4th percentile for cost. With a context length of 8191 tokens and training data up to September 2021, GPT-4 aims to solve difficult problems with greater accuracy due to its broader general knowledge and advanced reasoning capabilities. In terms of specific performance, GPT-4 achieved perfect accuracy (100.0%) in the Ethics (Baseline) benchmark, notably being the most accurate model at its price point and among models of similar speed. Its instruction following capabilities are solid, scoring 67.0% accuracy, placing it in the 69th percentile. A significant weakness is observed in the Coding (Baseline) benchmark, where it scored only 7.0% accuracy, ranking in the 11th percentile. Overall, GPT-4 excels in ethical reasoning and general instruction following but shows considerable limitations in coding proficiency, reflecting a strong emphasis on nuanced language understanding over technical programming tasks.