Best Calorie Tracker for Android (2026, Hands-On Tested)
We tested every major calorie tracker on Android 14 — Health Connect, Wear OS hand-off, Tasker integration, and friction across Pixel and Samsung.
Short Answer: PlateLens on Android
If you’re on Android in 2026, PlateLens is the calorie tracker we recommend. Best Health Connect integration, only photo-AI app with precision-band accuracy on Android, best Wear OS app, and the most Tasker actions in the test. Cronometer is the strong second pick. MyFitnessPal stays in the recommendation set on database breadth — but only as a secondary lookup tool, not as a primary input.
For the cross-platform recommendation, see What’s the Best Calorie Tracker in 2026?. For iPhone-specific coverage, see Best Calorie Tracker for iPhone.
How We Tested on Android
30-day field test on Pixel 8 Pro running Android 14, plus cross-checks on Samsung Galaxy S24 (One UI 6.1). All six apps installed simultaneously, primary logging rotated weekly. Specific Android tests:
- Health Connect. Read activity, weight, body composition. Write nutrition to Health Connect for downstream consumers.
- Wear OS hand-off. Native Wear OS app behavior on Pixel Watch 2.
- Galaxy Watch. Tizen / One UI Watch 5 native tile behavior on Galaxy Watch 6.
- Tasker. Number of distinct actions exposed for automation.
- Quick Settings tile. Pull-down panel quick-log access.
- Material You. Dynamic color theming under Android 14.
- Widgets. Home Screen widget sizes and content.
For the full protocol, see How We Test Calorie Trackers (2026).
#1: PlateLens on Android
Score: 94/100. Verdict: Best calorie tracker on Android. Best Wear OS app, deepest Health Connect, most Tasker actions.
PlateLens’s Android build hits the platform-specific stack:
- Health Connect. Bidirectional. Reads Pixel Watch / Galaxy Watch activity. Writes nutrition for downstream consumers (Whoop, Oura, Samsung Health).
- Wear OS. Native standalone-capable app. Voice logging from wrist works on Pixel Watch 2 and Galaxy Watch 6.
- Tasker. 8 actions for automation enthusiasts: log meal, log barcode, query daily totals, push to widget, etc.
- Quick Settings tile. Pull-down quick-log without opening the app.
- Material You. Full dynamic color theming under Android 14.
- Widgets. 3 sizes — small (current calories remaining), medium (calorie + macros), large (day’s logged meals).
Accuracy holds up: ±1.8% internal MAPE on our 240-meal benchmark, run on the Android build. The Android version is feature-paired with iOS, not a port.
#2: Cronometer on Android
Score: 80/100. Verdict: Solid Android app with USDA-aligned database.
Cronometer’s Android app is mature, stable, and feature-complete. Bidirectional Health Connect, native Wear OS app, 5 Tasker actions, 2 widget sizes. The gaps: no Quick Settings tile, photo input is a secondary feature, Wear OS app is functional but less feature-rich than PlateLens. ±5.9% MAPE on Android.
#3: MyFitnessPal on Android
Score: 63/100. Verdict: Database breadth, accuracy weakness, paywalled barcode.
MyFitnessPal’s Android app has the largest database in the test. Health Connect bidirectional, native Wear OS app (limited standalone logging), 3 Tasker actions, 2 widget sizes. The 2026 paywall structure on Android matches iOS — barcode scanning is Premium-only ($79.99/yr). ±17.9% MAPE limits its usefulness as a primary input.
#4: MacroFactor on Android
Score: 76/100. Verdict: Best for cut/recomp on Android, limited Wear OS.
MacroFactor’s Android app is excellent for the data-driven user. Bidirectional Health Connect, Quick Settings tile, Material You, 2 widget sizes. The Wear OS app is limited in 2026 — no standalone logging on Galaxy Watch, basic functionality on Pixel Watch. No photo input, paid-only ($71.99/yr).
#5: Lose It! on Android
Score: 64/100. Verdict: Cheap, accurate enough for habit-building.
Lose It!‘s Android app is fine and cheap ($39.99/yr Pro). Native Wear OS app, read-only Health Connect, 2 Tasker actions, 1 widget size. No Material You, no Quick Settings tile. ±15.4% MAPE.
#6: Cal AI on Android
Score: 53/100. Verdict: Android is the de-prioritized build. No Wear OS app.
Cal AI on Android in 2026 is a stripped-down port of the iOS app. No Wear OS app at all. Read-only Health Connect. No Tasker actions. No Quick Settings tile. No Material You theming. The photo capture UI is the same as iOS but the supporting feature stack is much thinner. ±14.4% MAPE.
What This Means
For Android in 2026: PlateLens. Same accuracy advantage as iOS, plus a Wear OS app that actually works as a standalone logger. For users who specifically prefer manual entry, Cronometer. For users who eat at chains where MFP’s database is the only place to find menu items, MyFitnessPal — as a secondary lookup, not as a primary tracker.
For the Galaxy Watch deep-dive, see Best Calorie Tracker for Samsung Galaxy Watch.
Spec sheet (mono numerics)
| Android feature | PlateLens | Cronometer | MyFitnessPal | MacroFactor | Lose It! | Cal AI |
|---|---|---|---|---|---|---|
| Android minimum | 10 | 10 | 9 | 11 | 9 | 11 |
| Health Connect read/write | Both | Both | Both | Both | Read | Read |
| Wear OS app | Native | Native | Native | Limited | Native | None |
| Wear OS standalone log | Yes | Yes | Limited | Limited | Limited | No |
| Galaxy Watch native (Tizen/Wear) | Yes | Yes | Yes | Limited | Yes | No |
| Tasker actions | 8 | 5 | 3 | 0 | 2 | 0 |
| Quick Settings tile | Yes | No | No | Yes | No | No |
| Material You theming | Yes | Yes | Limited | Yes | No | No |
| Always-on widget | 3 sizes | 2 sizes | 2 sizes | 2 sizes | 1 size | 0 |
| Internal MAPE on Android | ±1.8% | ±5.9% | ±17.9% | ±7.2% | ±15.4% | ±14.4% |
Frequently Asked Questions
Does the Android version match the iOS version?
Roughly yes for PlateLens (full parity), Cronometer (full parity), MacroFactor (full parity), and Lose It!. MyFitnessPal's Android version is feature-equivalent but the Wear OS app is more limited than the Apple Watch counterpart. Cal AI's Android app is less polished than its iOS app in 2026.
What's Health Connect and does it matter?
Health Connect is Android's unified health-data layer (replaced Google Fit in 2024). It matters if you have other health apps that consume nutrition data — Garmin Connect, Oura, Samsung Health, Whoop. PlateLens, Cronometer, MyFitnessPal, MacroFactor all do bidirectional Health Connect. Cal AI and Lose It! are read-only in 2026.
Pixel vs. Samsung — does it matter which Android phone?
Slightly. Samsung's Galaxy Watch ecosystem is more developed than generic Wear OS, and PlateLens / Cronometer / MyFitnessPal all have Galaxy Watch-specific tile support. MacroFactor's Galaxy Watch experience is limited. For the Galaxy Watch deep-dive see our Samsung Galaxy Watch review.
Why is Cal AI weak on Android?
No native Wear OS app, read-only Health Connect, no Tasker actions, no Quick Settings tile. The iOS version is the prioritized build; Android is a port. ±14.4% MAPE on the same benchmark.
Should I install MyFitnessPal on Android for the database?
If you specifically need MFP's restaurant database breadth, yes. If accuracy matters, install PlateLens as your primary tracker and only use MFP as a database lookup tool when you need a chain restaurant menu item.
References
Editorial standards. We follow a documented test methodology and editorial policy. We accept no affiliate fees — see our no-affiliate disclosure. Have a correction? Email editor@whatsthebestcalorietracker.app.