LegitShow is the trusted source on every launched service — web apps, SaaS, AI tools, MCP servers and developer tools: what each one does, who it’s for, and how it actually holds up, measured by an objective 7-Frame production-readiness benchmark taken deterministically from the public surface. How we measure →


Legit.Show benchmarks every launched service it lists — measured deterministically from the public surface. See the methodology →

Cross-links · Directory · Reports · Insights · What AI reads · Methodology · About

Privacy · Terms · @Legit_Show on X · GitHub · operated by Madeflo Inc., a Delaware corporation. Benchmark engine powered by commit.show.

Ranked by measurement

Best nutrition tracking app

15 tested · top 15 shown

Ordered by a seven-frame production-readiness benchmark measured from each product's public surface — not popularity, pricing or feature count. Nobody pays to appear here and the order is never edited. How it is measured →
How this field scores
low 55median 85best 92
  1. 1
    BodieZ By J
    Free tool that estimates calories and macros from a photo of your meal.
    Perf 76
    Sec 100
    Priv 75
    Rel 100
    Std 92
    Disc 100
    bodiezbyj.com · measured 2026-08-11
  2. 2
    Nomscore
    Nomscore is a food-tracking iPhone app that converts meals into a single daily points score.
    Perf 97
    Sec 60
    Priv 100
    Rel 100
    Std 100
    Disc 90
    nomscore.app · measured 2026-08-09
  3. 3
    Fastiq
    iOS app combining intermittent fasting tracking with AI-powered food logging.
    Perf 98
    Sec 45
    Priv 100
    Rel 100
    Std 92
    Disc 100
    fastiq.fit · measured 2026-08-09
  4. 4
    Leanup
    AI-powered calorie tracker and meal planner for iOS and Android.
    Perf 89
    Sec 45
    Priv 100
    Rel 100
    Std 97
    Disc 100
    leanup.site · measured 2026-08-09
  5. 5
    yourahara
    AI meal scoring and cuisine-native meal plans built around your existing habits.
    Perf 99
    Sec 55
    Priv 100
    Rel 100
    Std 92
    Disc 70
    yourahara.com · measured 2026-08-08
  6. 6
    CalStory
    Free AI-powered calorie, macro, and workout tracker for lifters and runners.
    Perf 66
    Sec 45
    Priv 100
    Rel 100
    Std 100
    Disc 100
    calstory.app · measured 2026-08-09
  7. 7
    Better
    All-in-one workout tracker and calorie counter app for iOS and Android.
    Perf 93
    Sec 100
    Priv 25
    Rel 100
    Std 86
    Disc 100
    btrapp.com · measured 2026-08-09
  8. 8
    Mindful
    AI-powered food journal that tracks calories and macros by text, photo, or barcode scan.
    Perf 81
    Sec 45
    Priv 100
    Rel 100
    Std 92
    Disc 85
    mindfulfoodjournal.com · measured 2026-08-09
  9. 9
    CutWise
    CutWise is an AI calorie and macro tracker that logs food by photo, voice, or barcode scan.
    Perf 93
    Sec 45
    Priv 100
    Rel 100
    Std 92
    Disc 60
    cutwise.fit · measured 2026-08-09
  10. 10
    Macrova
    Free AI nutrition, calorie, and workout tracker for iOS and Android.
    Perf 90
    Sec 45
    Priv 70
    Rel 100
    Std 92
    Disc 100
    macrova.in · measured 2026-08-09
  11. 11
    Nawtch
    Free calorie and macro tracker, no account needed. Log food, cost, and weight — plus a free calorie and TDEE c
    Perf 65
    Sec 25
    Priv 75
    Rel 92
    Std 92
    Disc 100
    nawtch.app · measured 2026-08-10
  12. 12
    Log Nutrients
    iPhone nutrition tracker that logs calories, electrolytes, and sodium-to-potassium ratio.
    Perf 63
    Sec 45
    Priv 45
    Rel 100
    Std 92
    Disc 100
    lognutrients.com · measured 2026-08-09
  13. 13
    MacroCodex
    MacroCodex is an adaptive TDEE tracking app that automatically updates your calorie targets based on your real
    Perf 97
    Sec 45
    Priv 25
    Rel 75
    Std 92
    Disc 100
    macrocodex.app · measured 2026-08-09
  14. 14
    Forsova Luma
    Forsova Luma is a nutrition tracking app with optional AI-powered logging and coaching tools.
    Perf 80
    Sec 45
    Priv 25
    Rel 75
    Std 100
    Disc 100
    forsovaluma.com · measured 2026-08-09
  15. 15
    Grünfeld
    Grünfeld is a nutrition tracking app focused on longevity, energy, and cognitive health.
    Perf 66
    Sec 25
    Priv 25
    Rel 85
    Std 85
    Disc 15
    gruenfeld.app · measured 2026-08-08
What this does not say
Products whose sites block automated readers are left out rather than ranked last — we did not measure them, and bottom placement would claim something we never observed. Scores are floors: anything set at a CDN, a proxy or behind a login is invisible from the public surface.

All measured categories → · Browse the directory →