Preferr vs Metic

Stop guessing. Start tasting. Preferr helps you discover specialty coffee you'll actually love — using a personal flavour engine, and a curated catalog of 500+ beans from the world's best roasters. SCAN ANY BAG Point your camera at a coffee bag and Preferr reads it instantly. Origin, roaster, process method, flavour notes — all captured in seconds. No typing. No searching. RECOMMENDATIONS THAT LEARN Tell us what you like during onboarding, then watch your feed get smarter with every brew you log. Our recommendation engine weighs your flavour preferences (40%), location (25%), origin history (15%), roast level (10%), and a novelty bonus (10%) to surface beans you'd never find on your own. LOG EVERY BREW Track your recipes down to the gram: brew method, dose, water ratio, grind size, water temperature. Tag flavours using our interactive SCAA-based flavour wheel with 80+ tasting notes. Rate, review, and build a personal coffee journal you'll actually look back on. DISCOVER LOCAL ROASTERS See who's roasting near you. Browse roaster profiles, explore their full bean catalogs, and buy direct. Preferr prioritises local roasters so you can support your community and drink fresher coffee. TRACK YOUR PROGRESS Unlock achievements as you explore: First Cup, Explorer, Globetrotter, Connoisseur. Build streaks, earn XP, and watch your Coffee DNA evolve as your palate grows. WHAT'S INSIDE - Bag scanner - Personalised bean recommendations - 500+ specialty beans from 100+ roasters - Full brew recipe logging - Location-based roaster discovery - Achievement system with XP and levels - Offline-capable journal (syncs when online) ROASTERS FEATURED Counter Culture, Onyx, Sey, Intelligentsia, Heart, Verve, George Howell, Blue Bottle, Stumptown, La Cabra, Tim Wendelboe, Square Mile, and many more. PRIVACY FIRST Your data stays yours. AI scanning requires explicit consent. No data sold. Local-first storage with optional cloud sync. Download Preferr and make every cup count.

Metic is the all-in-one companion for the Meticulous Espresso Machine and aims to augment the official Meticulous app. Please note that Metic is not affiliated with Meticulous Home. Metic offers: • Live Analysis: Follow your shots in real-time, get instant feedback, and learn from every shot. • Shot Analysis: Review shot graphs, compare shot vs shot and shot vs profile, and get automatic analysis and AI coaching • AI Profile Creation: Snap a photo or describe the profile you're seeking and get a tailored profile instantly. • Espresso Compass: Visually dial in your shots with guided taste feedback • Pour-Over Recipes: Great coffee beyond espresso with step-by-step guides using the integrated Acaia scale. • Profile Catalogue: Browse, organize, and manage all your profiles • Multi-language: English, Swedish, German, Spanish, French, and Italian And more! Metic is completely free and open-source and does not collect any data. All AI features are optional.