Anthropic's Claude 3.5 Sonnet is a new and powerful generative AI model that outperforms competitors such as ChatGPT-4o in several areas[1]. In an internal agentic coding evaluation, Claude 3.5 Sonnet solved 64% of problems, while Claude 3 Opus solved 38%[1]. On graduate-level reasoning, it scored 59% compared to ChatGPT-4o's 53%[1]. In reasoning over text, Claude 3.5 Sonnet scored 87%, outperforming ChatGPT-4o (83%), Google's Gemini (74%), and Meta's Llama (83%)[1]. However, ChatGPT-4o was 5% more accurate than Claude 3.5 in math problem-solving[1].
Across the MMLU, GPQA, GSM8K, MATH, MGSM, HumanEval, Drop, Big-Bench-Hard, ARC-Challenge, and Hellaswag benchmarks, Anthropic's data suggests it outperforms GPT-4[2]. These tests encompass a broad range of knowledge, from facts and math to reasoning and code generation[2].
Anthropic's Claude 3 models, especially Opus, generally outperform OpenAI's GPT-4 and Google's Gemini models on various tasks[3]. Claude 3 showed superior performance in coding tasks, scoring 84.9% on benchmarks like HumanEval, outperforming GPT-4 (67%) and Gemini 1.0 Pro (67.7%)[3]. Claude 3 Sonnet also excelled at complex quantitative analysis tasks, where GPT-4 and Gemini sometimes struggled[3].
Anthropic has expanded beyond text into visual input for training data with the Claude 3 family[7]. The Claude 3 models also allow users to analyze data, including pictures, charts, and documents, through its new multimodal support feature[4].
When choosing an AI model, businesses should consider accuracy, speed, privacy, ease of deployment or maintenance, and cost[4].
Citations:
[1] https://www.euronews.com/next/2024/06/20/anthropic-launches-its-latest-most-powerful-generative-ai-model
[2] https://synthedia.substack.com/p/anthropic-says-it-just-dethroned
[3] https://www.voiceflow.com/articles/anthropic-ai
[4] https://www.pymnts.com/news/artificial-intelligence/2024/how-anthropics-new-claude-3-ai-model-stacks-up-against-the-competition/
[5] https://cloud.google.com/solutions/anthropic
[6] https://www.promptitude.io/post/navigating-the-ai-landscape-openai-vs-anthropic-vs-google-ai-in-2024
[7] https://www.nextplatform.com/2024/03/05/anthropic-fires-off-performance-and-price-salvos-in-ai-war/
[8] https://big-agi.com/blog/ai-api-comparison-2024-anthropic-vs-google-vs-openai