Free attractiveness test

A score out of 10 for what a photo can measure — and a straight answer about what it can't.

Drop a front-facing photo

Or choose one from your device. JPG, PNG or WebP. It is measured here and never sent anywhere.

Preparing the scanner…

The eight-measurement composite, on a scale of 10. Measured on your device. Nothing is uploaded.

What this measures

No photo can measure how attractive a face is: attractiveness is a judgment people make, and a test can only measure the geometry they are reacting to. On two points the research is clearer than the saying about the beholder suggests. People agree with one another about faces far more than you might expect, and symmetry is among the features most consistently linked to higher ratings — modestly, not decisively. This test measures what a single front-facing photo can show: eight proportions, including symmetry, the facial thirds, the golden ratio, jaw definition and eye spacing. Each is compared with a stated reference, and the eight are combined into a score out of 10. What it cannot see often matters more: skin, expression, grooming, hair and the photo itself, because lighting and camera distance change a face substantially. It runs in your browser, and the photo is never uploaded.

Free attractiveness test — drawn on a reference face

How to read this

The eight-measurement composite, on a scale of 10.

Further from the references 0 – 5
Most of the eight measurements sit away from their reference. Fewer photos land here than in the band above, and lighting or angle is often part of the reason.
Within the usual range 5 – 7
Where most faces land: the majority of measurements inside the normal spread, a few outside it.
Close to the references 7 – 8.5
Several measurements sit near their reference at once. Uncommon, and still a statement about proportions rather than about how anyone sees you.
Near every reference 8.5 – 10.1
Rare. Check the photo is straight-on and evenly lit before believing it — angle can inflate a score as easily as it deflates one.

Method

Every measurement here comes from 478 facial landmarks detected by Google's MediaPipe face mesh, running as WebAssembly in your browser. The face is levelled by the eye line before anything is measured, and every distance is normalised so the result does not depend on your camera or how close you stood to it.

Questions

Can a test really tell how attractive I am?

No, and one that claims to is guessing. Attractiveness is a judgment, shaped by skin, expression, hair, grooming and who is looking. What a photo can measure is geometry, which is the part this test scores and shows in full.

Is my photo uploaded or saved anywhere?

No. The face mesh runs as WebAssembly inside your browser and the image never leaves the page. There is no account and nothing is stored, and you can confirm it in your browser's network tab while the test runs.

Why do I get a different score in another photo?

Because the camera changes the face. A phone held close makes the nose look wider and the face narrower, a tilted head moves every ratio, and harsh light hides landmarks. Compare only photos taken the same way.

Measure something else

The app reads what a photo test cannot — skin, hair and several angles of your face — and turns your weakest score into a daily routine.