About Ratioface

Ratioface is a browser-local face analysis tool at ratioface.org.

Free beta

The homepage and facial harmony test provide a face-shape estimate, an experimental 0–10 harmony index, underlying geometric measurements and a local landmark overlay. You can save a result card containing the index and face-shape estimate without your photo.

Methods and limitations

MediaPipe estimates landmarks; our published geometric rules calculate the index. Reference values and weights are product choices, not universal beauty standards or population percentiles. Open “Read the formula” in the tool to see them.

Pose, lighting, expression, perspective and model error affect results. Face-shape categories are approximate reference matches. Basic input checks cannot detect every poor photo. This is not medical advice or an assessment of anyone’s worth.

Privacy and future reports

Photos and results stay in browser memory. We do not upload photos or store full landmarks. Purchases, paid reports and accounts are not available during the free beta.

Read our Privacy Policy and Terms of Service.