Face analysis · In your browser · Free
Am I beautiful? No test can answer that. Here is what one can.
This analysis measures the geometry of your face from a photo - symmetry, golden ratio, thirds and fifths - and shows every number it produced. What it will not do is convert those numbers into a claim about beauty, because the arithmetic does not support one.
Worth holding onto while you read the result: the faces most people describe as beautiful very often measure in the middle of tests like this one. Memorable faces tend to deviate from the average, and deviation is exactly what a proportion test scores down.
Add a front-facing photo
One face, looking straight at the camera, no sunglasses, even light. It is measured right here in this browser tab - whichever way you add it, the photo is never sent anywhere.
Why geometry and beauty come apart
The strongest finding in the attractiveness literature is not about symmetry at all. It is about averageness: composite faces, made by digitally blending many individual faces together, are consistently rated as more attractive than almost any of the faces that went into them. Blending removes asymmetry and pulls every proportion toward the population mean.
That result is genuinely robust, and it is also the reason a proportion test cannot measure beauty. Composite faces are rated pleasant, agreeable, easy to look at. They are almost never rated striking or memorable, and they do not become anybody's favourite face. The features that make a face beautiful to a particular person - a wide mouth, an unusual eye shape, a strong nose - are precisely the deviations that averaging removes and that this test scores down.
So a high harmony score genuinely means something: your face sits close to the classical targets. A middling one means it does not. Neither statement is about beauty, and treating them as if they were is the mistake every tool in this category is built on.
Questions people ask
- Am I beautiful - is there a test for that?
- There are tests that measure facial geometry, and this is one of them. There is no test for beauty. Beauty is a response in a viewer, not a property of a face, and the part of that response that is shared between viewers is smaller than the part that is specific to each one. A geometric test can tell you how symmetric your face is and how its proportions compare to classical targets. That is a real answer to a narrower question than the one you asked.
- What is the difference between pretty and beautiful?
- In everyday English, pretty tends to describe features that are neat, regular and pleasing, while beautiful tends to describe a stronger, more striking overall impression that often includes bearing, expression and presence. That distinction matters here because geometric tests are only ever measuring the first kind of thing. Faces described as beautiful frequently score in the middle of geometric tests, because the features that make a face memorable are often the ones that deviate from the average.
- Is this beauty analysis free?
- Yes, entirely. No account, no email, no trial and nothing for sale on this site.
- Does the analysis upload my photo?
- No. The landmark model downloads into your browser and reads the photo locally. Nothing leaves your device and nothing is stored.
- Do beautiful faces score higher on symmetry tests?
- On average, slightly. Across large samples there is a real but modest correlation between measured symmetry and rated attractiveness. On any individual face it predicts very little - the spread is wide enough that plenty of highly rated faces measure unremarkably and plenty of highly symmetric faces are rated as bland. Averages across thousands of people do not transfer to one person, and this is the clearest example of that in the whole field.
- Why does the test avoid the word beautiful in its results?
- Because the tool has no way to measure it. The score is labelled facial harmony, and the bands describe geometry - classical, harmonious, balanced, characterful, distinctive. Calling a number a beauty score would be claiming something the arithmetic underneath it cannot support.