Independent food-app desk
The Dish Decoder is a one-person desk run by a home cook, not a lab. I photograph and log the food I actually make — pozole, dal, a stir-fry that isn't in any database, leftovers in a mismatched bowl — and I write down which apps guess sensibly and which ones beg for a barcode that doesn't exist. The apps that win are the ones that reason about what the dish is and ask me to confirm.
Most calorie apps are built for packaged American food and choke on a home-cooked dinner. I cooked real Mexican, Indian and Asian meals — no barcodes — and tested six apps to see which ones can actually read real food.
Read the breakdown →Recent write-ups & taste tests
Stir-fries, ramen, curries, dumplings — Asian food breaks most calorie apps because the hidden oil, sauce and rice never match a barcode. I tested five apps on the food I actually cook. Here's my honest ranking.
Jun 12, 2026Barcode scanners and crowd databases fall apart the second you cook your own dinner — no label, your recipe, your portions. Here's my honest ranking of the apps that actually handle home-cooked food, and the one I keep on my phone.
Jun 12, 2026Dal, paneer curries, biryani, homemade rotis — Indian food is brutal for calorie apps because of all the ghee, cream and oil you can't see. I cooked a week of it and logged every meal across five apps to find the one that actually keeps up.
Jun 12, 2026Mexican food breaks most calorie apps — mixed dishes, regional versions, and fat hiding in oil, lard, and crema. I logged tacos al pastor, mole, pozole, and my own salsas across five apps to find the one that actually keeps up.
Jun 12, 2026Most calorie apps are built on US packaged-food databases, so non-American and home-cooked world food is exactly where they fall apart. I cook across cuisines, and here's the honest ranking of which app actually handles international food — with real credit where it's due.
Jun 12, 2026I'm a home cook, not a dietitian — here's the honest answer to whether you can point your phone at a real, home-cooked plate and trust the calorie number it spits back.
Jun 12, 2026