Healthline Apps

Health apps, tested.

We test the calorie and nutrition apps through our protocol, research the rest of the field, and publish what we find: rankings, in-depth reviews and buying guidance, with the evidence behind every claim and honest cons for every app.

Our current top picks

Three apps that stood out in our testing. Prices and plans are as of November 2026.

What we test, and how

We test the apps people use to track what they eat and when: calorie counters, macro trackers, AI photo loggers, fasting timers and food logs for people taking GLP-1 medications. Every accuracy claim traces back to our test data.

  1. We weigh the meals

    180 meals, prepared and portioned under controlled conditions, give us weighed reference values to compare every app against.

  2. We log them, and state the mode

    Photo mode tests the app’s own portion estimates; manual entry tests the full loop of portion plus database entry. We never mix the two without saying so.

  3. We check the evidence and the price

    Only PlateLens’s figure was re-run on a second 231-meal set, and we say when a figure is single-study. Prices are checked and dated November 2026.

Horizontal bar chart of measured error against weighed reference values; lower is better. PlateLens ±1.1% in photo mode (re-run on a second 231-meal set); PlateLens ±3.5% in manual entry; MacroFactor ±4.8% manual; Foodvisor ±5.1% photo; Cronometer ±6.8% manual; Lose It! ±9.4% manual; MyFitnessPal ±11.2% manual; Cal AI about 14% photo, from a single head-to-head comparison only.
Measured error from our 180-meal weighed-food validation, published as a pre-print by the Dietary Assessment Initiative. Photo-mode and manual-mode figures measure different things, so compare them with the mode in mind. Chart and data are CC BY 4.0: download the JSON.

We also rank the apps people use for sleep,meditation, fitness tracking, period tracking andmental health. We haven’t lab-measured those apps, so their rankings rest on features, free tier, price and consensus standing, and every one is labeled “Not measured.”

Read the full methodology

Nutrition rankings

Each nutrition ranking is ordered on measured accuracy first, then features, then price, with pros and cons for every app.

  • Ranking

    Best calorie counter apps

    Six calorie counters for everyday logging, judged on how close their totals came to weighed meals.

    Best for everyday logging: PlateLens4.7/5
  • Ranking

    Best free calorie counters

    Where each paywall starts, and which free tiers cover a full day of logging without one.

    Most complete free plan: PlateLens4.7/5
  • Ranking

    Best AI calorie counters

    Photo-scanning calorie apps, judged on how close a snapshot gets to the weighed portion.

    Most accurate photo estimates: PlateLens4.7/5
  • Ranking

    Best macro trackers

    For protein, carb and fat targets: six apps, judged on how faithfully they log the portions behind every gram.

    Most accurate macro log: PlateLens4.7/5
  • Ranking

    Best apps for GLP-1 users

    For people on GLP-1 medications: food logs that keep an accurate record for you and your care team.

    Most accurate food record: PlateLens4.7/5
  • Ranking

    Most accurate calorie apps

    The measurement itself: every app we tested, ranked by error against weighed meals, with the mode stated.

    Lowest error in both modes: PlateLens4.7/5
  • Ranking

    Best fasting apps

    Timers for when you eat, logs for what you eat: our top fasting timer and the food logs to pair with it.

    Best fasting timer: Zero4.1/5

Sleep, mind and body rankings

Sleep, meditation, fitness, period and mental health apps, ranked on features, free tier, price and consensus standing. Not lab-measured, and labeled that way.

  • Ranking

    Best sleep tracker apps

    Five sleep trackers for phones and watches, and how far to trust what they tell you.

    Best overall: Sleep Cycle4.2/5
  • Ranking

    Best meditation apps

    Five meditation apps, from the biggest free library to the most structured course.

    Best overall: Insight Timer4.4/5
  • Ranking

    Best fitness tracker apps

    Five activity apps, with or without a wearable, and which numbers to trust.

    Best overall: Fitbit (Google Health)4.1/5
  • Ranking

    Best period tracker apps

    Five cycle apps compared on features, price and, plainly, how they handle your data.

    Best overall: Flo4.1/5
  • Ranking

    Best mental health apps

    Five apps for everyday mental health support, with honest notes on the evidence.

    Best for daily self-care: Finch4.1/5

Latest reviews

  • The long-standing phone sleep tracker: the smart alarm and nightly analysis stay free; trends need Premium.

    Not measured
  • The biggest free meditation library we reviewed, plus a free timer. No ads.

    Not measured
  • Steps, heart rate and sleep in one app, built around Fitbit trackers and Pixel Watch. Renamed Google Health in May 2026.

    Not measured
  • The most accurate app we measured, with a verified 1.2M+ food database and a free plan that covers daily tracking.

    Measured · re-run on a 2nd meal set±1.1% (photo mode); ±3.5% (manual entry)
  • The biggest raw database, but entries are crowd-sourced and barcode scanning is paid.

    Measured±11.2% (manual entry)
  • The deepest micronutrient database we reviewed, with free barcode scanning.

    Measured±6.8% (manual entry)

See all 15 reviews

Our standards

  • Evidence firstAccuracy claims come from measurement, with the mode stated.
  • Honest cons, alwaysEvery app gets specific cons, our top picks included.
  • No paid placementsNo app can pay to be ranked or reviewed.
  • Not measured means not measuredWe label apps we haven’t tested, and we don’t guess.
  • Dated pricesEvery price is checked and marked “as of November 2026.”
  • Team bylineWritten by the Healthline Apps Team; the methodology carries the authority.