Coura AI vs underfoot

Generate stylish outfit images for different looks, occasions, and social media needs.

Apple and Google swap the AI models inside your phone with OS updates.

About Coura AI

Generate stylish outfit images for different looks, occasions, and social media needs. You can use your own image or select a sample model. Click generate and Coura will create a realistic AI outfit image that you can download and share. Coura makes AI clothes changing simple, realistic, and style-ready. Coura adapts clothes to your body shape, pose, and photo style, helping you create natural-looking outfit images for social media, profile photos, shopping previews, and creative content.

About underfoot

Apple and Google swap the AI models inside your phone with OS updates. underfoot freezes one prompt suite, captures every OS build's answers, and publishes exactly what moved. Once a build is superseded, its model can never be measured again: every trace below is history that cannot be re-taken. All 140 macOS runs succeeded and every prompt returned byte-identical output across its 5 greedy runs, including the creative canaries (the haiku never varied). Any future change on this platform is the OS's doing, not sampling noise.