#fitness

Can AI Reliably Estimate Macros from Photos?

Written in October 2026

I weighed the ingredients of 32 meals to determine precise nutrients, and then compared the numbers against AI estimates. Claude Sonnet 5.5 underestimates protein and energy, enough to ruin a typical cutting deficit.