OpenAI: ChatGPT-4o

OpenAI ChatGPT-4o, created August 13, 2024, consistently ranks among the fastest models, demonstrating exceptional speed across benchmarks. In terms of pricing, it tends to be positioned at premium levels. This model exhibits outstanding reliability, consistently providing usable responses with minimal technical failures. Performance across benchmarks reveals a mixed profile. In Instruction Following, it achieved 67.0% accuracy, placing it in the 79th percentile, though its duration was in the 95th percentile, indicating slower processing for this task. For Email Classification, it performed strongly with 99.0% accuracy (74th percentile) and competitive pricing (14th percentile), with a moderate duration. However, the model showed significant weaknesses in Reasoning and General Knowledge, achieving 0.0% accuracy in both categories. This suggests a potential limitation in handling complex, multi-step reasoning tasks and accessing a broad range of factual information, or perhaps an issue with the evaluation methodology for these specific benchmarks. Its key strengths lie in its robust instruction following and classification capabilities, coupled with its high reliability and speed. The primary weakness is its apparent inability to perform well in reasoning and general knowledge tasks based on these specific evaluations.