Claude 3.5 Sonnet vs. GPT-4o: Which AI Reigns Supreme?

The AI community is intensely debating and benchmarking Anthropic's Claude 3.5 Sonnet against OpenAI's GPT-4o to determine their superiorities in areas such as coding, reasoning, multimodal capabilities, and long-context understanding, with new evaluations constantly emerging.

The top 3

  1. Coding Capability: Claude 3.5 Sonnet vs GPT-4o: Claude 3.5 Sonnet slightly outperforms GPT-4o in coding, achieving 92.0% accuracy on HumanEval (vs. 90.2%) and 49% on SWE-bench Verified (vs. 33%).
  2. Reasoning & Knowledge: Who's Superior?: While Claude 3.5 Sonnet scores higher in graduate-level reasoning (GPQA) at 59% compared to GPT-4o's 54%, GPT-4o leads in the MATH benchmark with 76.6% against Claude 3.5 Sonnet's 71.1%.
  3. Visual Processing: Claude 3.5 Sonnet vs GPT-4o: Claude 3.5 Sonnet excels at interpreting charts and graphs and accurately transcribing text from imperfect images, while GPT-4o offers versatile multimodal capabilities, processing text, audio, image, and video inputs, and describing screen content in real-time.

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