Under The Hood

Every feature, built for speed.

From AI food recognition to real-time macro math — here's everything that makes Crunch AI the fastest AI calorie tracker on Android.

Crunch AI combines an AI food scanner, an ML barcode engine, and a verified 2M+ nutrition database into one calorie tracking app. Instead of manually searching a food database like MyFitnessPal or waiting on slow photo estimates like Cal AI, Crunch AI recognizes your meal and returns accurate macros in as little as 50 milliseconds.

Scanning & Recognition

Point, snap, done — in 50–200ms.

Crunch AI's ML barcode and food-recognition engine reads packaged products and identifies whole meals from a single photo, so you spend seconds logging instead of minutes searching.

  • Barcode recognition in 50–200ms, even on low-end phones
  • AI photo recognition for home-cooked and restaurant meals
  • Multi-item detection — scan a full plate, not one item at a time
Crunch AI AI food scanner recognizing pancakes with blueberries
Nutrition Data

Backed by a 2M+ verified food database.

Every result is checked against a database of over two million verified foods and products, not a one-off photo estimate — so your calorie and macro numbers stay trustworthy meal after meal.

  • 2M+ verified global foods and packaged products
  • Continuously updated nutrition data
  • Far more consistent than user-submitted entries
Crunch AI verified nutrition data for an avocado showing 160 kcal
Tracking & Insights

Real-time macros. A dashboard that keeps up.

Calories, protein, carbs and fat are calculated the moment you scan — then logged straight to a live dashboard with daily totals, so you always know exactly where you stand.

  • Instant calorie, protein, carb and fat breakdowns
  • Live daily dashboard with calories left and meals logged
  • One-tap recent logging to re-add meals without rescanning
Crunch AI dashboard showing calories left and logged meals
More Under The Hood

Small details that add up.

The features you don't notice — until you compare against a slower calorie counter app.

Tailored Calorie Budgets

A personalized calorie and macro target for weight loss, maintenance, or muscle gain — set once during onboarding, adjustable any time.

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Privacy-First Experience

Your camera is used only to scan food. Your meal history and photos stay on your account — never sold or shared for advertising.

One-Tap Recent Logging

Eat the same breakfast most mornings? Re-log it in one tap from your recent items instead of scanning it again.

ML Barcode Engine

A dedicated machine-learning model for packaged goods, tuned for speed on 50–200ms average recognition time.

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2M+ Product Database

Verified nutrition facts for global foods and grocery products, kept current as new items are added.

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Real-Time Macro Math

Calories, protein, carbs and fats calculated instantly — no waiting on a server round-trip to see your numbers.

Get Started

See every feature in action.

Download Crunch AI and start tracking smarter today.

▶ Get it on Google Play App Store — Coming Soon Soon