768: Is Claude 3 Better than GPT-4? — with Jon Krohn (@JonKrohnLearns)

Benchmarks

Jon Krohn evaluates the performance of Claude 3, a new model family from Anthropic, which includes the Haiku, Sonnet, and Opus models. He highlights that Claude 3 Opus, the most powerful of the three, potentially outperforms GPT-4 and Gemini 1.0 Ultra across various benchmarks like MMLU and GPQA 1. However, Jon notes the limitations of these benchmarks, as they may not fully capture the models' capabilities and could be subject to overfitting 1.

Benchmarks focus on specific tasks, and so they may not represent the full range of capabilities of an LLM that you're interested in.

--- Jon Krohn

Despite these concerns, he acknowledges that Claude 3 is at least in the same tier as its competitors.

   

Qualitative Insights

In a qualitative analysis, Jon shares his anecdotal experiences with Claude 3, particularly its ability to provide rare facts. He found that Claude 3 Opus excelled in generating unique information compared to GPT-4 and Gemini 1.0 Ultra 2. Jon emphasizes that while Claude 3 does not perform real-time internet searches, it offers excellent recall over a 200,000 token context window, making it a valuable tool for specific use cases 2.

Claude three actually did the best... I did get back some rare facts and quotes right off the bat.

--- Jon Krohn

He plans to continue testing Claude 3 on various tasks, expressing satisfaction with its performance so far.