AI face rating has grown from a novelty into a genuine category of consumer tools. This comparison was last updated in July 2026, and it reflects the current state of the free tiers — pricing and features in this space change fast, so we date it deliberately and revise it rather than leaving stale claims online. Our goal here is an honest, criteria-driven look at the main options, including the mobile "looksmaxxing" apps like Umax that most roundups ignore.
How we evaluated (our criteria)
We judged each tool on four axes that actually matter: depth of analysis (a single 1–10 number is close to useless without a feature breakdown), privacy (does it store or share your photo?), speed (good tools return results in under about ten seconds), and honesty (does it explain the science and its limits, or just hype a number to sell a subscription?). Every tool here uses the same underlying principles — symmetry, the Golden Ratio, and the Neoclassical proportion benchmarks — so the differentiator is how responsibly and thoroughly each applies them.
FaceRating.ai
We build this one, so treat the assessment as informed rather than neutral. It offers a full feature-by-feature breakdown — symmetry, jawline, eye spacing, nose proportions, lip fullness, cheekbones, skin clarity — each with a written explanation, via the face rating tool. It also bundles a celebrity lookalike matcher, an AI portrait generator for professional headshots, and an AI hairstyle visualizer. The free tier is one analysis per day; images are processed over encrypted connections and stored privately in your account, never sold or shared. Distinctively, we publish anonymised aggregate data — see the average face rating score study — so you can see how your number compares to real users.
The Umax alternative angle (mobile looksmaxxing apps)
If you have searched "face rating," you have probably seen Umax and similar iOS/Android apps (Looksmax, LooksMaxxing, Rizz-style clones). These are worth addressing directly because they dominate app-store search. They typically deliver a polished "potential" score plus aggressive upsells and a subscription paywall, and they lean into looksmaxxing culture. Two honest cautions: first, review the privacy terms carefully — several of these apps retain uploaded photos on their servers; second, a high-pressure "unlock your rating" funnel is a red flag that the product is optimised for conversion, not accuracy. If you want the same core analysis as a mobile app but on the web, without an app install and with published aggregate data to sanity-check your result, a browser tool is a reasonable alternative. Whatever you choose, prefer tools that state their data handling plainly.
Fotor
Fotor is primarily a photo-editing suite with an attractiveness test bolted on. It is fast and easy but shallow: a basic score with brief feedback and little feature-level detail. Fine as a casual experiment, weak as an analytical tool.
PinkMirror
One of the longest-running players. Its "Professional Face Analyzer" gives clinical-style proportion metrics — eye spacing, nose width, lip proportions, symmetry — which suits users who want raw geometry over beauty advice. The trade-offs are a dated interface and slower processing.
Vidnoz
Vidnoz offers an attractiveness test inside a broader AI-tool suite. It is quick but surface-level, with no real feature breakdown or celebrity matching. Its value is convenience if you already live in the Vidnoz ecosystem, not standalone depth.
What actually matters when you choose
Rank privacy first: know whether photos are stored or shared. Then weigh depth — insist on feature-by-feature explanations grounded in real science (the symmetry and proportion literature summarised by Rhodes and measured by Farkas), not a lone number. Speed is a tiebreaker. And favour tools honest enough to publish their limitations and, ideally, their aggregate data.
The takeaway
The category has matured: the best tools apply validated geometric principles responsibly, while the weakest hide a thin model behind a paywall. No tool captures the full picture of attractiveness — personality, expression, and context sit outside any algorithm. Pick one that respects your privacy, explains its reasoning, and treats the score as a data point. If you want to try a transparent web-based option now, start with the face rating tool.