Performance Nutrition Digest

Performance Nutrition Digest

Can you calculate nutritional content of meals using ChatGPT? 🍽️

Better or worse than human error.

Tom Coughlin's avatar
Tom Coughlin
Oct 18, 2025
∙ Paid

Performance Evaluation of 3 Large Language Models for Nutritional Content Estimation from Food Images

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Study Details

This new study evaluated the performance of 3 LLMs…

1️⃣ ChatGPT-4o

2️⃣ Claude 3.5 Sonnet

3️⃣ Gemini 1.5 Pro

…in estimating nutritional c…

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