AI Face Rating

Face rating has existed as long as the internet — from Hot or Not to Reddit's r/Rateme. The concept is simple, but the execution has always been flawed. Human raters bring their own preferences, biases, and moods. Scores vary wildly depending on who's rating, when they're rating, and even what photos they just looked at. The same face can get a 4 and an 8 within the same thread.

AI face rating eliminates that noise. Our tool uses MediaPipe Face Mesh to extract 468 three-dimensional landmarks from your face, then evaluates them against mathematically defined ideals. Your score on the 1-10 scale is a weighted composite of six dimensions: symmetry, golden ratio proportions, jawline definition, facial thirds balance, eye metrics, and skin clarity.

Each dimension is scored independently, so you don't just get a single number — you get a full breakdown showing exactly which features contribute to your score and which could be improved. The weighting system is calibrated so that skin clarity (19%) and symmetry (16%) carry the most influence, reflecting their outsized role in facial perception research.

The 1-10 scale uses sigmoid calibration centered at 6.8, which means scores cluster around the middle just like they do in real life — most people fall between 4 and 7. Scores above 8 require genuinely exceptional symmetry and proportions. The system also applies a consistency penalty — if one dimension is dramatically lower than the others, the overall score is adjusted downward, because facial harmony matters as much as individual features.

Unlike human-rated alternatives, this tool is perfectly consistent. Run it twice on the same photo and you'll get the same score. The analysis runs entirely in your browser — your photo is never uploaded anywhere. No account needed, no waiting for responses from strangers.