Forky vs Cal AI.
Cal AI is a single-photo calorie estimator that lifted off on TikTok. Forky is a broader nutrition coach: it scans a meal photo with the same per-component vision technique, but it also scans your fridge, imports recipes from URL/photo/PDF, tracks macros against personalised targets, and ships a voice coach. Forky is iOS-only and bilingual (FR/EN); Cal AI ships on iOS and Android in English. For users who only want a quick calorie photo, Cal AI is enough. For users who want the photo plus the recipe-side of nutrition, Forky.
At a glance
| Criterion | Forky | Cal AI |
|---|---|---|
| Photo-based macro logging | Yes — 3-pass component decomposition | Yes — single-photo estimate |
| Fridge inventory scanner | Yes — GPT-4o detects every ingredient, tracks shelf life | No |
| Recipe import (URL / photo / PDF / text) | Yes — 4 sources, AI-generated hero photo | No |
| Macro accuracy on standard plated meals | ±10–15% (per-component lookup) | Vendor-reported ±20% |
| Voice coach | Yes — ElevenLabs with expo-speech fallback | No |
| iOS | Yes | Yes |
| Android | Not yet (roadmap) | Yes |
| Languages | English, French | English (primary) |
| Free trial | 5-day Apple Introductory Offer on every recurring tier | 3-day free trial (varies) |
| Pricing (annual) | ~$80/year + lifetime tier | ~$30–50/year |
| Edit gram weights post-scan | Yes — tap any component, totals recompute live | Limited |
| Privacy posture | EU-hosted (LOMY SAS, Paris), Cloudflare R2 encrypted backups | US-hosted |
Forky — pros
- AI fridge scanner: photograph your fridge, get a structured ingredient list with shelf life — Cal AI does not do this at all.
- Recipe import from any URL, photo, PDF or plain text, with per-component macros computed at import time so the editable breakdown matches what's on the plate.
- Three-pass component vision (base → toppings → sauces) catches melted cheese, drizzles, and crispy toppings that single-photo estimators miss.
- Voice coach with ElevenLabs that falls back to expo-speech if offline — useful when cooking with messy hands.
- French-localised end to end (onboarding, coach replies, paywall) — the only one in the AI calorie counter category.
- EU data residency by default. Photos backed up to Cloudflare R2 encrypted; account deletion is two taps from anywhere in the app.
Forky — cons
- iOS only at launch. Android is on the roadmap but not shipped.
- Annual subscription is roughly 60–100% more expensive than Cal AI's annual tier.
- Smaller community and fewer third-party integrations than larger players (Apple Health is supported; the rest is roadmap).
- AI-generated hero photos for imported recipes can occasionally fail vision-verification and leave a blank placeholder for ~30 seconds while the next gen runs.
Cal AI — pros
- Cross-platform: iOS and Android on day one.
- Cheaper annual subscription than most competitors in the photo-calorie space.
- Simpler UX for the one job it does — open camera, photograph plate, see macros.
- Viral on TikTok, so plenty of third-party tutorials and community content.
Cal AI — cons
- Single-photo estimate — no fridge scanner, no recipe import, no voice coach.
- Vendor-reported accuracy claims around ±20% on standard meals; harder to edit per-component gram weights compared to Forky's tap-to-adjust UX.
- English-only on the consumer side.
- No EU data-residency story.
Pick Forky when
You want the photo-based calorie estimate AND the rest of the cooking loop — what's in your fridge, what to do with it, recipes imported from anywhere, voice coaching while your hands are busy. You'd rather pay more for a single tool than juggle Cal AI plus MyFitnessPal plus a recipe app. You're on iOS, you live in the EU or care about EU data residency, or you want a French-localised app.
Pick Cal AI when
You only want the photo-to-calorie step and you have no interest in fridge scanning, recipe management, or voice. You're on Android (Forky has not shipped there yet). You're price-sensitive and the annual delta matters. You don't need French localisation. A specialised tool for one job beats a broader tool you'll pay for and not fully use — Cal AI is that specialised tool.
Questions about Forky vs Cal AI
Is Forky's calorie accuracy actually better than Cal AI's?
Both apps use GPT-4o vision, so the floor is similar. Forky's edge is the three-pass component-decomposition prompt that explicitly catches toppings and sauces, plus per-100g USDA-style lookups instead of asking the model for a whole-plate total. On plated meals with multiple components, the per-component approach lands roughly ±10–15% versus whole-plate estimates that drift toward ±25%. On simple foods (single apple, glass of milk) both apps are equivalent.
Can Cal AI scan my fridge like Forky?
No. Cal AI is a meal-photo calorie estimator. Forky scans up to three fridge photos with GPT-4o Vision, returns every visible edible ingredient with an estimated quantity and freshness label, anchors a shelf-life-based expiry date for each item, and surfaces items expiring soonest in your meal suggestions.
Does Cal AI import recipes from a website or PDF?
No. Cal AI does not have a recipe import flow. Forky's import screen accepts four sources: a URL (scrapes the page plus structured data), a photo (vision extracts ingredients and steps), a PDF (OCR + parsing), or plain pasted text. Imported recipes land in your library with per-portion macros and an AI-generated hero image vision-verified against the dish name.
Is Forky cheaper than Cal AI?
No. Cal AI's annual plan typically runs $30–50/year. Forky's annual tier is roughly $80/year, with cheaper weekly and monthly options and a one-time Founders Lifetime offered at launch. The trade is straightforward — Forky bundles more (fridge, recipes, voice) so the price reflects more surface, not a markup.
Which one has better privacy?
Forky is operated by LOMY SAS in Paris under EU jurisdiction (GDPR by default), with photos backed up to Cloudflare R2 encrypted and account deletion available from anywhere in the app. Cal AI is US-hosted with US-style privacy controls. If EU data residency matters to you, Forky wins; otherwise both are comparable.