Boba: Local AI Calorie Tracker
Health & FitnessFood & Drink

Boba: Local AI Calorie Tracker

Dosewolf Limited · released 20 Apr 2026 · Open in App Store ↗

Revenue 30d not estimated
Downloads 30d not estimated
Rating 4.60 5 reviews

No in-app products collected for this app.

RatingPrice
United States40%24.00$4.99
United Kingdom40%25.00£4.99
Germany20%15.00€5.99
Sri Lanka<1%0$4.99
Serbia<1%0€5.99
Egypt<1%0EGP 249.99
Spain<1%0€5.99
Argentina<1%0$4.99
Austria<1%0€5.99
Australia<1%0A$7.99

The store shows a different set in every country

Description

Boba is the first local AI calorie tracker that runs entirely on your phone.

Point your camera at food. Get calories, protein, carbs, and fat in seconds. No cloud. No account. No subscription. Ever.

We built Boba because we were tired of calorie apps that hide basic features behind $30-a-year paywalls, send every photo of your lunch to someone else's server, and still get half your food identifications wrong. Boba is different by design.

HOW IT WORKS

1. Open the app.

2. Point your camera at food.

3. Get calories and macros in a few seconds.

4. Log it to your day.

That's it. No account, no email, no credit card, no paywall.

ON-DEVICE AI

Boba runs a 2-billion parameter vision-language model, fine-tuned on a custom food dataset. The entire model ships inside the app — bundled at install time, no first-launch download, no cloud calls at inference. Everything happens on your iPhone's Neural Engine.

Test set accuracy: 89.8 calorie MAE. The best on-device food AI we could build.

PRIVACY BY ARCHITECTURE

Boba doesn't collect your data because the app is designed so it can't. There are no Boba servers that receive your photos. There is no user database. There are no analytics. The only outbound request the app ever makes is to Open Food Facts when you scan a barcode — and that query contains only the barcode digits, nothing else.

Your meals, weight, goals, and photos stay on your phone. Delete the app and everything is gone. That is the entire data flow.

WHAT'S INCLUDED

AI food scanner — camera → calories in seconds

Barcode scanner — Open Food Facts integration

Manual meal entry

Daily calorie + macro tracking

Water tracking

Weight tracking

Intermittent fasting timer

Dark mode

Export all your data anytime

No ads. No subscriptions. No tracking. No paywalls on core features. Ever.

WHO IT'S FOR

People who want to lose, gain, or maintain weight without the corporate tracker experience

Anyone allergic to subscriptions and dark patterns

Privacy-conscious users who don't want their eating habits logged to a server

Gym-goers who track macros

Intermittent fasters

Anyone who believes calorie tracking shouldn't cost $30 a year

ABOUT THE MODEL

Boba's vision model is a fine-tuned 2B VLM built by Doses AI. It identifies dishes, estimates portions, and outputs per-item nutrition locally. We'll improve it over time. Future major model upgrades may be offered as optional in-app upgrades, but the core app — scanning, logging, tracking - will always be free.

IMPORTANT

Boba is a wellness tool, not a medical device. Calorie and macro estimates are AI approximations and may be inaccurate. Boba does not diagnose, treat, or prevent any disease. For clinical nutrition advice, consult a registered dietitian or doctor.

QUESTIONS?

Email us at [email protected].

Made with care by Doses AI.