Nutrition products, side by side.

Profile-to-budget setup documented; fresh-install question sequence not inspected. Return survey can be bypassed by restarting.

Tier

Basic

Platforms

iOS; Android; web

Initial guided setup creates a Coached program; personal inputs seed expenditure until logged data accumulates.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Profile, activity and goal inform targets; email validation completes account creation.

Tier

Basic

Platforms

iOS; Android; Web

Age, height, weight, sex, activity and desired weekly weight change inform the initial target; exact onboarding screen order unverified.

Tier

Free

Platforms

iOS; Android; web

Store explains lifestyle questions used to build a plan; exact questionnaire and paywall order unobserved.

Tier

Exact entitlement not established

Platforms

iOS documented; Android sequence unverified

Start/current/goal weight and plan dates editable; calorie schedules restrict some web edits.

Tier

Basic

Platforms

iOS; Android; web

Lose, maintain, or gain; rate and target weight are separate from macro-program preferences.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Goal rate changes energy target; lower-energy warning requires acknowledgment.

Tier

Basic

Platforms

iOS; Android; Web

Custom calories and percentage macros; iOS documentation also shows Recommended Calories toggle and macro-balance presets.

Tier

Free; enhanced Premium

Platforms

iOS; Android; web

Goal calculations and nutrition targets have an official research-reference page. No published exact adjustment screen sequence.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

BMR × activity estimate less rate-dependent deficit; editable settings and minimum-budget threshold.

Tier

Basic; Premium schedules

Platforms

iOS; Android; web

Estimated expenditure and goal inform weekly recommendations; not exercise-calorie reimbursement.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Weight-goal or custom target; expenditure-above-baseline is independently configurable.

Tier

Basic

Platforms

iOS; Android; Web

Daily allowance accounts for weight goal and can increase with logged cardio; exercise adjustments are not expenditure learning.

Tier

Free

Platforms

iOS; Android; web

Calories-left dashboard and separate exercise-burn display are visible. Budget arithmetic and exercise credit switches not verified.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Gram targets or percentage ranges; no different targets by weekday or macro cycling.

Tier

Premium

Platforms

iOS; Android; web

Coached sets targets; Collaborative distributes a coached weekly budget; Manual leaves targets to the user.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Fixed grams need not equal energy target; Gold templates support day-specific targets.

Tier

Basic; Gold scheduling

Platforms

iOS; Android; Web

Free percentage increments; Premium precise gram goals and different targets by weekday.

Tier

Free percentages; Premium grams/day-specific

Platforms

iOS; Android; web

Goal splits documented; protein/carbs/fats status visible. Editing units, ratios and limits require native verification.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

18 additional nutrients viewable but no dedicated individual goals; availability depends on food data.

Tier

Tier of detailed views not explicit

Platforms

iOS; Android

Historical charts, custom ranges and nutrient-specific reporting-completeness indicators.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Minimum, maximum and visibility settings; unreported nutrients are not proof of zero intake.

Tier

Basic; Gold advanced analysis

Platforms

iOS; Android; Web

Nutrients tab provides consumed, goal and remaining values. Food completeness varies; do not assume comprehensive lab-grade micronutrients.

Tier

Free charts; Premium ranked foods

Platforms

iOS; Android; web

Official science page expressly references setting micronutrient targets; complete supported nutrient list and diary displays not found.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Public search alongside My Foods, Meals, Recipes; serving unit and quantity before commit.

Tier

Basic

Platforms

iOS; Android; web

Search integrates history, custom, common and branded food categories.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Category/source filters, favorites and multi-add with review.

Tier

Basic

Platforms

iOS; Android; Web

Name/brand search, inspect details or quick-log with result plus.

Tier

Free

Platforms

iOS; Android; web

Database supports name/brand lookup; screenshot shows suggestion units and plus actions.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Green-check curated subset, not a guarantee for every database entry; verified-only filter.

Tier

Basic; scanner Premium

Platforms

iOS; Android

Vendor markets verified entries; common-food completeness differs from branded label data. No independent database audit.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Vendor describes lab-analyzed sources and review of community submissions, not equal completeness for every food.

Tier

Basic

Platforms

iOS; Android; Web

Check mark signals vendor review/addition, not error-free nutrition; unmarked does not mean incorrect.

Tier

Free

Platforms

iOS; Android; web

Database size claim does not establish curation, verified badges or laboratory provenance. No verification policy located.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

English device language required; result still requires portion selection and confirmation.

Tier

Premium

Platforms

iOS; Android

Scan retrieves a food to review; failed lookup offers label capture.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Camera lookup has manual-number fallback; web accepts barcode numbers in search.

Tier

Basic

Platforms

iOS; Android; Web manual number lookup

Rear camera and camera permission required; mobile only. Wrong associations can be replaced for all users.

Tier

Premium / Premium+

Platforms

iOS; Android

Barcode capture is advertised; unknown-code result and entitlement unverified.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Version 16.6.601 onward: camera Autofill within custom-food creation or Edit Nutrition.

Tier

Premium

Platforms

iOS; Android

September 2026 report says upgraded scanner supports varied languages/formats; older help favors US/Canada.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

US-label autofill is documented within custom-food submission; not universal label OCR.

Tier

Not explicitly gated in scanner help

Platforms

iOS; Android

No dedicated OCR label-entry flow found; documented label fallback is manual custom-food entry, distinct from barcode lookup.

Tier

Unknown

Platforms

Unknown

Accessibility statement and 2025 vendor article explicitly describe label capture. No inspected label-results screen.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Photo or gallery image produces candidates and serving estimates; Swap and Edit before save.

Tier

Premium

Platforms

iOS; Android

Current Snap/Describe modes accept photos; editable food/ingredient review precedes logging.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

See canonical workflow cr-f04.

Tier

Gold

Platforms

iOS; Android documentation; iOS screenshots

Suggested foods require selection and portion review. iOS documents photo upload; Android instructions document camera capture only.

Tier

Premium / Premium+

Platforms

iOS 18+; Android 13+; English; app 22.17+

Camera-to-nutrition sequence depicted; AI estimates are approximations.

Tier

Analysis results require subscription per iOS listing

Platforms

iOS and Android marketed

English voice logging documented; result correction and confirmation sequence not fully evidenced.

Tier

Premium

Platforms

Mobile; iOS visual

Documented voice path uses the keyboard microphone to dictate Describe text, not proven independent voice conversational UI.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

In-app review before adding; Siri logs first and asks for later review.

Tier

Gold

Platforms

iOS; Android in-app; Siri iOS only

Speech resolves database foods for review; excludes saved personal foods, recipes, meals, Quick Add and non-food logs; requires internet.

Tier

Premium / Premium+

Platforms

iOS; Android; English; app 24.35+

Privacy notice names voice logging; microphone UI, platforms and correction semantics undocumented.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Recipe Text Importer matches ingredient text. General conversational typed meal logging not established.

Tier

Not established

Platforms

Mobile

May 2026 upgrade adds multiple images and more specific text instructions. Legacy Describe help predates this.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Voice Log also accepts typed descriptions.

Tier

Gold

Platforms

iOS; Android

Coach accepts typed questions but explicitly cannot log food. Recipe bulk text import is separate; general typed meal-to-diary AI not verified.

Tier

Unknown

Platforms

Unknown

Vendor describes typing meal details, particularly hidden ingredients. Dedicated editor not visually inspected.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

No dedicated quick-add workflow located in reviewed current help.

Tier

Unknown

Platforms

Unknown

Quick Add stages energy/macros without a reusable searchable custom item.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Documented shortcut configuration; calories-only quick-entry mode not established.

Tier

Basic diary groups; action gates vary

Platforms

iOS; Android

Enter totals without selecting a food; labels unavailable, notes suggested. Different from search-result Quick Log.

Tier

Free calories; Premium macros

Platforms

iOS; Android; web

Log empty food is visible. Whether subsequent screen supports calorie-only entry or required macro fields is unknown.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Select serving unit/quantity; Snap It serving estimate editable before final save.

Tier

Basic; Snap It Premium

Platforms

iOS; Android; web

Quantity and unit editing is available on food details and logged entries.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Tap logged entry to edit quantity/unit; timestamps require Gold.

Tier

Basic

Platforms

iOS; Android; Web

Serving choices depend on database entry; adjust count, use another entry or create food when unit is missing.

Tier

Free

Platforms

iOS; Android; web

Apple art has serving stepper; website result has editable serving value. Unit picker and recalculation behavior untested.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Delete individual or whole meal; edit food nutrition and timestamps. Retroactive propagation untested.

Tier

Basic; Autofill Premium

Platforms

iOS; Android

Edit logged portions; base recipe changes do not repair historical snapshots: delete and relog those entries.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Menu distinguishes original, copy, adjustment, explosion and deletion.

Tier

Basic core; Gold repeating

Platforms

iOS; Android

Food details permit changes; delete gesture differs by platform. Reporting database errors is reviewed rather than immediate.

Tier

Free

Platforms

iOS; Android; web

Fix Results accepts a description of what is wrong per vendor article; per-nutrient pencils visible in Apple art. No evidence of future scans remembering a personal correction.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

My Foods is automatically populated by logged/custom foods, not an independently curated bookmark list.

Tier

Basic

Platforms

iOS; Android; web

Favorites preserve a serving size and can be renamed, reordered, or saved in multiple portions.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Favorite star and custom library support return visits; Recents removal is documented.

Tier

Basic

Platforms

iOS; Android; Web

Recent/frequent lists populate automatically; My Foods and My Meals provide intentional reuse. No universal star-favorites behavior verified.

Tier

Free

Platforms

iOS; Android; web

Recent entries, bookmark and Saved scans tab visible; rename/delete/reorder behavior unknown.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Previous Meals re-logs recent meals; cross-day bulk-copy behavior not established.

Tier

Not explicitly gated

Platforms

iOS; Android

Copy food, hour or day; paste to selected dates or keep clipboard with multi-paste inline.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Copy to Today shortcut; whole-day copies exclude imported activity/biometrics.

Tier

Not gated in cited help

Platforms

iOS; Android; Web

Refreshed Today says meal-level copy only; older copy article describes item selection. Multi-day adds up to seven days, with no bulk undo.

Tier

Free meal copy; Premium multi-day

Platforms

iOS; Android; web

Recent/saved reuse is supported, but no documented multi-select or date-to-date copy operation located.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Convert logged meal to recipe. Distinct named Saved Meals object not established.

Tier

Basic recipes

Platforms

iOS; Android

A saved meal is represented as a recipe; explode ingredients to customize a single instance.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Reusable collections differ from portioned recipes; retire preserves historical entries.

Tier

Not gated in cited help

Platforms

iOS; Android; Web

Saved meal logs as separate food entries, not the custom meal name; mobile supports variations via Copy Meal.

Tier

Free

Platforms

iOS; Android; web

My meals tab is visible; Play claims frequent-meal memory. Create/edit/share paths remain unobserved.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Ingredient list with total yield and portion size. Meal-to-recipe conversion mobile only.

Tier

Basic manual recipes

Platforms

iOS; Android; web

Servings, ingredients, cooked total weight, notes and preparation; separate create versus create-and-add.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Ingredient workflow, serving/weight basis and cooked-weight correction.

Tier

Basic

Platforms

iOS; Android; Web

Ingredient totals divided by yield; manually enter or bulk-match ingredients. Recipes remain editable.

Tier

Free

Platforms

iOS; Android; web

Homepage expressly permits adding foods and recipes. Ingredient builder, yield and cooked-weight workflow not documented.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Web-import failure documented; Text Importer fallback accepts copied ingredients. Tier and review flow unclear.

Tier

Not established

Platforms

Mobile

Link import or image/text AI fills editable recipe fields before saving.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Unmatched items must be corrected or removed before saving.

Tier

Gold

Platforms

iOS; Android; Web

Paste a recipe URL, review ingredient matches, set yield and save. Exact review controls differ across platforms.

Tier

Free

Platforms

English; iOS; Android; web

No primary evidence of importing a recipe URL or recipe image into a structured recipe.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Future foods marked planned; same-day planned state mobile only. No strategy-generated meal plans.

Tier

Premium

Platforms

iOS; Android; web

Future logging and multi-date paste documented; generated meal plans and grocery-list workflow not established.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Reuse and scheduling exist; complete calendar meal-plan generator or grocery workflow not established.

Tier

Basic manual diary; Gold repeats/scheduler/suggestions

Platforms

iOS; Android; Web

App 25.10+; US, UK, Canada, Ireland, NZ, Australia. Plans span 2–15 days; grocery-service selection varies by country/platform.

Tier

Premium+

Platforms

iOS; Android; English; six documented countries

A February 2025 vendor blog claims meal plans without a workflow. Current product/help sources did not corroborate a planner screen.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Goal plus Log tracker; fixed serving units; Apple Health read-only water path.

Tier

Premium

Platforms

iOS; Android; web

Water exists in Nutrient Explorer; branded foods often omit water data. Dedicated drink-button workflow not verified.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Drinking-water widget differs from total water including foods.

Tier

Basic; Gold custom container size

Platforms

iOS; Android; Web

Healthy Habits water card; change units; date-aware logging and account sync documented.

Tier

Free

Platforms

iOS; Android; web

Dashboard has amount, cup equivalent, plus/minus and settings gear. Goal/reminder editor not observed.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Goals chart, weekly rate and milestones visible; no verified smoothing algorithm.

Tier

Basic; Highlights Premium

Platforms

iOS visual; mobile/web plan

Trend weight is distinguished from raw scale readings and informs expenditure.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Single-metric chart defaults to weight; not evidence of an adaptive smoothed-weight algorithm.

Tier

Basic chart; Gold advanced charts

Platforms

iOS; Android; Web

Logged measurements charted over selected timeframes; smoothed trend-weight algorithm not established.

Tier

Free

Platforms

iOS; Android; web

Weight chart, date ranges and Log Weight visible; smoothing or trend-weight algorithm not established.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Body fat/BMI and blood pressure/glucose supported; Android timestamp fix documented in 18.4.600.

Tier

Premium custom goals

Platforms

iOS; Android

Body Metrics > See All > Full Body permits dated measurement entry.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Search metric, enter value/unit and group; custom metrics reusable.

Tier

Basic standard; Gold custom/timestamps

Platforms

iOS; Android; Web

Once-daily weight/other measurements; measurement selector supports more than weight.

Tier

Free

Platforms

iOS; Android; web

Vendor mentions measurements; privacy notice names height, weight and BMI. Circumference/body-fat entry screens not found.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

No body-progress-photo workflow established. Food photos do not establish this feature.

Tier

Unknown

Platforms

Unknown

Front/side/back image entries with crop/rotation and date selection.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Upload JPG/PNG with title, note, vitals; consumer-mobile operation not verified.

Tier

Tier not established in snapshots article

Platforms

Web; mobile Pro documented; mobile consumer tab visually present

Photos attach to weigh-ins and sync to account; private unless shared, not automatically saved to camera roll.

Tier

Free / no gate stated

Platforms

iOS; Android; not web

Compare view has paired photos, weights/dates, Hide weight, thumbnail strip and Share.

Tier

Exact entitlement not established

Platforms

Google Play marketing visual; privacy policy product-wide

Exercise details can be recorded without crediting burn; controls differ by platform.

Tier

Basic manual logging

Platforms

iOS; Android; web

Detailed set/rep logging belongs to separate MacroFactor Workouts. Nutrition has step tracking, not a demonstrated workout logger.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Type, effort and duration estimate energy; no set/rep training-program claim.

Tier

Basic

Platforms

iOS; Android; Web

Cardio, strength and routines paths; ordinary strength entries do not automatically calculate burn.

Tier

Free; some Premium routines

Platforms

iOS; Android; web

Home shows weight-lifting entry with intensity/duration plus exercise calories. Input editor and exercise library unobserved.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Garmin authorization and custom-goal prerequisites documented; bonus is distinct from raw workout credit.

Tier

Garmin Premium; Apple Watch exception

Platforms

iOS; Android; web connection

Health hubs can relay measurements and steps; wearable calorie-burn estimates are explicitly not used for targets.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Per-stream permissions and provider-specific limits; WHOOP strength training not imported in cited overview.

Tier

Basic selected integrations

Platforms

Web account links; iOS; Android

Apps & Devices plus separate Steps source selection. Current help calls Fitbit Google Health; future data only on linking.

Tier

Free connections; selected Premium details

Platforms

iOS; Android; web

See calai-f-health for documented hub routes. A direct Garmin connection remains unverified. Apple lists Watch support; scope untested.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Permission-specific directional sync; Apple Health history cannot be backfilled.

Tier

Apple Health base sync free; custom goals Premium

Platforms

iOS Apple Health; Android Health Connect

Apple Health on iOS; Health Connect on Android. Fitbit direct integration removed.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Android imports exercise/biometrics and water; exports food/water and supported biometrics.

Tier

Basic

Platforms

iOS Apple Health; Android Health Connect

Direction and data fidelity differ. Apple food out/exercise in/weight both ways; Health Connect meal summaries, steps, cardio, water and sleep.

Tier

Free

Platforms

iPhone Apple Health; Android Health Connect

See calai-f-health for connection instructions and duplicate-step constraints. No confirmed Health Connect migration or full read/write matrix.

Tier

Exact entitlement not established

Platforms

Platform-specific branches: see calai-f-health

Recalculates with weight and maintenance transition; no intake/weight-learned expenditure algorithm established.

Tier

Basic

Platforms

iOS; Android; web

Nutrition/weight-based expenditure, with optional step-informed and predictive-goal modifiers.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Profile/activity/goal-dependent recalculation documented; intake-and-weight learned expenditure algorithm not established.

Tier

Basic; Gold scheduling

Platforms

iOS; Android; Web

Weight-loss recalculation prompts and cardio adjustments documented; no intake/weight-derived expenditure-learning algorithm verified.

Tier

Free; Premium exercise controls

Platforms

iOS; Android; web

Personalized goal calculations and suggestions do not establish intake/weight-derived expenditure adaptation.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Daily/weekly calorie breakdown, Highlights after seven logged days, and scheduled reports.

Tier

Premium Highlights/automatic reports

Platforms

Mobile; manual email iOS only

Weekly Strategy review can repair incomplete days and propose target changes; modules skippable, Fast Check-In optional.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Nutrition averages and completeness filters documented; dedicated weekly check-in not established.

Tier

Basic recent week; Gold custom range

Platforms

iOS; Android; Web

Overview requires English, app 26.16+ in six countries. Digest free history limited to last two reports.

Tier

Free baseline; Premium tips/archive

Platforms

iOS; Android; email/report surfaces

Weekly nutrient chart and comparison visible; no documented guided weekly check-in with target recalibration.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Fixed hours across chosen days; manual timer start/stop, 22-hour maximum, no consolidated history dashboard.

Tier

Premium

Platforms

iOS; Android only

Fasted day flags distinguish zero intake from missing data; fasting timer not established.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Open-ended or timed fasts, recurrence, history and food-entry warning.

Tier

Gold

Platforms

iOS; Android; Web

Manual start/stop and history corrections; does not modify nutrition goals.

Tier

Premium / Premium+

Platforms

iPhone; Android; not iPad/web

Google Play mentions use during intermittent fasting, not a timer or fasting-state workflow.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Start/end fasting notifications configured under Profile > Reminders; broader reminders not audited.

Tier

Premium fasting reminders

Platforms

iOS; Android

Weekly Strategy badge/prompt documented; customizable meal/water push schedules not established.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Reminds if food/group remains unlogged; weight reminder follows seven days without entry.

Tier

Basic food/weight; Gold fasting

Platforms

iOS; Android; Web email options

Meal/time reminders, independent toggles and deletion. OS notifications must be permitted.

Tier

Free / no gate stated

Platforms

iOS; Android; not web

See calai-s-notifications. Meal scheduling, reminder types and in-app controls unverified.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Home widgets on both; customization restricted to three iOS widget types.

Tier

Not explicit

Platforms

iOS; Android

iPhone home and lock-screen widgets; Android home widgets with resize and remove/re-add customization.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iPhone; Android home screen

iOS docs list water/streaks in addition to energy/fasting; Android article lists energy/fasting only.

Tier

Core widgets; Gold fasting

Platforms

iOS; Android

Calories/macros widgets; interactive water on iOS18+; Android widget resizing requires Android13+.

Tier

Tier not specified in article

Platforms

iOS; Android

No primary widget documentation or inspected widget art found.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

No verified offline persistence, cached database or offline AI contract located.

Tier

Unknown

Platforms

Unknown

Cached/history food search and local edits available; complete database search requires connection. Not a true offline mode.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

No offline durability/network-requirement claim established in retrieved official corpus.

Tier

Unknown

Platforms

Unknown

Food database unavailable offline; existing diary changes synchronize later. Voice explicitly requires connection; cached catalog extent unverified.

Tier

Limited

Platforms

iOS; Android

Recovery evidence does not establish offline logging, cached database access or on-device photo inference.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Full history and individual goal export; no data import; goal exports have no date-range filter.

Tier

Full-export gate not stated; scheduled reports Premium

Platforms

Web export; iOS manual reports

Quick Export summarizes progress; Granular Export selects data types.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Date-ranged exports include daily nutrition, food/recipe entries and other data types.

Tier

Basic raw export; Gold print reports

Platforms

Web

Emailed ZIP of meal-level nutrition, measurements and exercise; not demonstrated item-level food portability.

Tier

Premium CSV; Free web printable report

Platforms

iOS; Android; web

See calai-f-export for the two distinct routes. CSV format and export entry path unknown.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Irreversible account closure includes other FitNow apps; device app must also be removed.

Tier

All accounts

Platforms

iOS; Android; web

Active and inactive-subscription routes; deletion does not cancel store billing.

Tier

Account control; available with active or inactive subscription

Platforms

iOS and Android; device parity not hands-on verified

Irreversible delete by data type/date or entire account; separate Health Connect data deletion.

Tier

Account control

Platforms

iOS; Android; Web

Mobile Help > Delete Account; web Settings > Delete Account. Irreversible; not the same as canceling renewal.

Tier

All accounts

Platforms

iOS; Android; web

Privacy requests can be sent to privacy@calai.app; in-app destructive action and final confirmation not inspected.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Must use purchase origin; new US 2026 purchases may use Stripe even when initiated inside app.

Tier

Paid/trial

Platforms

Apple; Google Play; web Stripe

Renewal visible in app; cancellation and payment managed through originating phone app store.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Web Do Not Auto-Renew; app-store purchases managed at their original store.

Tier

Gold

Platforms

Web; Apple subscriptions; Google Play

Use original purchase channel; paid access remains through the billing period. Downgrade retains history.

Tier

Paid subscriptions

Platforms

Original Apple / Google Play / web billing platform

Store cancellation is separate from uninstall; web purchases have email-based management. See calai-f-restore for entitlement-transfer limits.

Tier

Purchase channel dependent

Platforms

Apple, Google Play, and direct web billing routes

Food logging, custom foods, recipes, goals and exports documented; not full mobile parity.

Tier

Basic; Premium feature-dependent

Platforms

Web

No browser nutrition app established. Tablet and Apple Silicon Mac app layouts are not proof of a web application.

Tier

Not applicable / unverified

Platforms

iOS and Android; device parity not hands-on verified

Diary, Foods, Trends and account/device settings; useful export companion.

Tier

Basic; Gold; Pro

Platforms

Web

Food/exercise diaries, reports, community and account tools. Same account syncs online; camera/voice/planner availability differs.

Tier

Free; Premium enhancements

Platforms

Web

Public Apple/Google login and web subscription management exist; no verified browser food diary or nutrition dashboard.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Friend invites by email and accept/ignore; Discover groups visibly shown in marketing.

Tier

Basic community

Platforms

iOS; Android; web

External Facebook/Reddit links documented; no native community feed established.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Friends exchange foods/recipes, not diary access; professional access can be stopped.

Tier

Gold friends; Pro relationship

Platforms

iOS; Android; Web

Public, friends-only or key-locked diary sharing; friend diary access and meal copying documented.

Tier

Free

Platforms

iOS; Android; web

Policy identifies public/private Groups; guidelines describe posting, comments, reactions, auto-review and long-press Report.

Tier

Exact entitlement not established

Platforms

Platform parity unverified

Text-based lessons and nutrition strategies; no verified human-coach service.

Tier

Courses separately purchased

Platforms

English mobile only

Algorithms and modules provide guidance; not human coaching. Marketing FAQ says no built-in client management portal.

Tier

Paid Nutrition subscription or eligible bundle; trial available

Platforms

iOS and Android; device parity not hands-on verified

Coach offers informational guidance; Pro is client management, not automatic human-coach service.

Tier

Gold Crono Coach; separate Pro subscription

Platforms

iOS; Android; Web Pro

Diary-informed AI conversation; cannot log foods, edit goals or access weight history. Not medical advice.

Tier

Premium / Premium+

Platforms

iOS only; English; six documented countries; staged rollout

Vendor advertises personalized AI suggestions and depicts health score. No human coaching service established; terms disclaim nutritional counseling.

Tier

Exact entitlement not established

Platforms

Platform parity unverified