AI Clothes Changer API vs Fittingbox Virtual Try-On

AI Clothes Changer API creates virtual outfit changes by mapping clothing onto a user or model photo and adapting the result to body shape, proportions, and lighting. It renders fabric behavior such as folds, drapes, and texture, with supported categories including outerwear, dresses, tops, bottoms, swimwear, lingerie, shoes, bags, scarves, hats, and accessories. Inputs are JPG or PNG images up to 10 MB; user photos may be full-body, half-body, or selfie-style, while garment images may show a person or a product alone. The API returns a try-on image URL and result ID. Developers connect through REST using standard HTTP methods, JSON payloads, and Bearer authentication. Listed examples or support include JavaScript, Java, Flutter, Python, PHP, Node.js, and cURL. Integration channels include websites, iOS and Android apps, in-store kiosks or mirrors, backend systems, and custom interfaces. The paid service starts at $24/mo, has no free plan, and offers 40 free trial units. Its listed monthly try-on limit is 250 /mo.

Fittingbox Virtual Try-On places digital eyeglasses or sunglasses on a user’s face in real time using augmented reality and a device’s front camera. Users can choose a gallery photo instead, without granting camera access. Its Size Guarantee display shows a frame at its accurate size on the face to help assess fit. Businesses can add the tool through a customizable API integration or plug-and-play website and in-store options. Listed e-commerce integrations include Shopify, Magento, Drupal, PrestaShop, and WooCommerce; Wix is not supported. Fittingbox describes a daily updated catalog of nearly 200,000 references from more than 1,200 brands, and says it can digitize customers’ own collections. It says images are processed live in the browser and are not hosted, stored, or retained by the company. The service is for eyewear professionals and does not cover other accessories. Plans start at $59/mo, with a 14-day trial. Advanced website Live mode requires HTTPS, and an embedded parent iframe must allow camera access.