Calorie.one vs Lose It!: logging, data and review

The useful comparison is how each app turns your food into a saved entry. Lose It! and Calorie.one both help you track meals, but the available tools, data sources and subscription tiers differ.

Selected features — checked 2026-10-15
FeatureCalorie.one V3Other app, as documented
Photo loggingReview ingredient quantities and values before savingPhoto logging is listed in Premium
Barcode lookupOpen Food Facts and your own productsBarcode scanning is listed in Premium
GoalsDaily calorie and macro goals; optional water and exercise cardsPremium includes custom goals and additional tracking tools

How Calorie.one handles a meal

Describe your meal or add a photo. The analysis identifies ingredients and estimates quantities in grams. Reliable matches use the local USDA FoodData Central database; unmatched estimates are labelled. Before saving, review the portions and nutrition values. Your confirmed edits are saved without a second AI analysis.

What Lose It! documents

Lose It! documents a basic service and a Premium tier. Its current tier description includes barcode scanning, photo and voice logging, custom nutrient goals and other tracking tools in Premium. Availability and subscription terms should be checked in the official plan information.

Packaged foods and home cooking

Calorie.one also supports barcode lookup through Open Food Facts, nutrition-label photos and your own foods. These sources complement USDA rather than being presented as the same database. A package label can be more appropriate than a generic food record for a specific branded product.

What to try before deciding

Log the same familiar meal in each app. Check whether the selected entry describes the food you actually ate, whether its weight is raw or cooked, and whether you can correct the portion before saving. A larger database or an AI feature alone does not establish the accuracy of your particular meal.

Weight and privacy

Calorie.one keeps weight, waist measurements, private notes and health photos on dedicated pages behind separate consent. These values are not included in the food dashboard or sent to the nutrition coach. Food tracking is available without enabling health tracking.

Sources and scope

This comparison covers the features above, not a measured accuracy ranking. Plans can change. Review the provider’s current terms before choosing a subscription.

Try a meal you know.

Start with a familiar meal and check the ingredient preview for yourself.

Try Calorie.one

Keep your meals and goals together.

Create an account to save meals and follow your daily overview. Free during beta.

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