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Hands hold a smartphone over a table, framing a photo of two small wooden plates of food and a bowl of green salad.
October 28, 20269 min read

Is Cal AI accurate? What photo counts get right and wrong

Cal AI says it is about 80 percent accurate. No study we found tested it by name. Here is what research on photo trackers shows, and how to check yours.

comparisonsai trackingtracking
A dark bowl of peach slices, raspberries, blackberries and chopped nuts on a weathered wooden table, next to a camera.
October 28, 202610 min read

Lose It vs MyFitnessPal: the differences that matter daily

Lose It vs MyFitnessPal: what each free plan covers, what Premium adds and costs, what research found about their numbers, and how to pick one you'll keep.

comparisonstracking
A roast turkey on a silver tray with spinach, beside bowls of mashed potatoes and stuffing, a small pumpkin and a dinner roll on a wooden table.
October 28, 202611 min read

Thanksgiving dinner calories: what a typical plate adds up to

A typical Thanksgiving plate with pie comes to about 1,135 calories by USDA data. See the sum item by item, what moves it, and how to log the day calmly.

seasonaleating outtracking
A plate of sliced roasted chicken breast with peas and diced avocado, seen from above, beside small bowls of sauce and halved tomatoes.
October 23, 202613 min read

How AI calorie counters work, and where photo estimates miss

A photo gives a calorie estimate, not a measurement. What AI calorie counters get right, why oil and sauces trip them up, and how to log a better number.

ai trackingtrackingmacros
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