Acloset and Stylebook are both wardrobe apps, but they were designed a decade apart and it shows. Acloset is AI-led and runs on iPhone and Android, with automatic tagging and weather-aware suggestions. Stylebook is manual and iPhone only, with detailed records you type in yourself. Neither shows its suggested outfits on your own body, which is where Wdrobe goes further, and why it is our pick over both for most people.
Features below reflect each app's own listing in September 2026. Wdrobe is our app, so we have stuck to what each listing says.
Acloset's suggestions follow the weather, and Stylebook leaves the choosing to you. Wdrobe, our styling app, also weighs your colouring and shape, so you can get outfit ideas that start from your own palette.
The short answer
Choose Wdrobe over both if you want AI outfit suggestions plus try-on on your own photo.
Between the two, choose Acloset if you want the app to suggest outfits, you use Android, or you want weather and calendar awareness.
Choose Stylebook only if you are on iPhone and want detailed wardrobe records you do not mind typing.
How they compare
Platforms. Acloset runs on iPhone and Android. Stylebook is iPhone only.
Setup. Acloset removes backgrounds, reads category, colour and season automatically, and can import purchases from retailers such as Amazon and Zara. Stylebook removes backgrounds too, but the detail on each piece is mostly yours to add.
Suggestions. Acloset offers AI outfit recommendations, weather-based daily suggestions, personal colour analysis and an AI chat assistant. Stylebook has none of these; its only outfit ideas come from a random shuffle of your closet.
Record keeping. Stylebook has more, with wear counts, cost per wear, packing lists and an outfit calendar, most of it typed in by hand.
Community. Acloset has a social feed and a secondhand marketplace. Stylebook has neither.
Seeing outfits on you. Both show outfits as collages. Acloset's website also describes an AI try-on on a photo of you. Stylebook has no try-on.
Both trade-offs assume you will keep the habit up. The habit survives when the app gives something back the same evening. See what you get back on day one.
Which trade-off matters
Most people abandon a wardrobe app during setup. Stylebook asks for more manual work before it becomes useful, which suits people who enjoy the process. Acloset lowers that barrier with automatic tagging and imports.
But setup is only half of it. After setup, both apps show you outfits as a grid of item photos. You still have to picture them on yourself, and Stylebook can put a new piece from a shop beside your own clothes only in a collage, not on you.
If that is what you really want from a wardrobe app, See your outfits on your own photo.
Where Wdrobe beats both
- Try-on on your own photo, for outfits from your wardrobe and any clothing image from a shop, a screenshot or Pinterest.
- An AI stylist that uses your local weather and styles around a piece you pin.
- Colour analysis from a face photo.
- Automatic background removal, an outfit planner, a Discover feed and public profiles, on iPhone and Android.
Frequently asked questions
Is Acloset better than Stylebook?
Wdrobe is the better pick over both if you want AI styling and to see outfits on your own photo. Between the two, Acloset is better for AI suggestions, automatic setup and Android, and Stylebook only for manual records on iPhone.
Is there a better app than Acloset and Stylebook?
For most people, yes. Wdrobe gives you AI outfit suggestions for your weather, like Acloset, and then shows each outfit on your own photo instead of a collage. It runs on iPhone and Android, unlike Stylebook.
Which handles a 300-item wardrobe better?
Acloset, because automatic tagging and imports make a large catalogue realistic. Wdrobe also handles large wardrobes, with automatic background removal and an AI stylist across everything you own.
Is Stylebook still updated?
Yes, though the latest update came in June 2025. It remains iPhone only, with no AI stylist.
Can I use both?
Only by adding everything twice. In practice, people settle on one app.
For the wider field, see the best Stylebook alternatives, Acloset alternatives, and the best AI stylist apps.
A collage asks you to imagine the outfit. Wdrobe shows it on you, from your own wardrobe and from any shop. Pick the one you will still open in a month and try it with the outfit you are least sure about.
