Face Rating Tools Compared: 6 AI Apps Reviewed (2026)
We built RealSmile, so this comparison is written by one side.
Quick picks
Best overall: RealSmile Face Rating — 17 metrics, validated against 1,566 human-rated faces (r≈0.8), private, free
Best for human opinions: Photofeeler — real people rate you (waits on votes; photo shown to voters while the test runs)
Best for quick score: PrettyScale — fast, free, simple (uploads your photo)
Best for proportions: Anaface — golden ratio analysis
Best on a phone: Umax or Looksmax AI — convenient, but paid through in-app purchases and your photo goes to their servers (compared below)
Search "rate my face" and most tools that come up give a vague face score and upload your selfie to unknown servers. Here is how 6 of the most popular options compare on what actually matters. If you just want a straight rate me 1-10 answer from a photo, that use case is covered too.
All 6 tools compared
How we compared: price, privacy, what each tool outputs, and whether its score has been checked against human ratings. We built RealSmile, so this comparison is written by one side. Competitor details are from each tool's own site or app listing, checked October 17, 2026.
| Tool | Price | Privacy | Output | Validated? | Best for |
|---|---|---|---|---|---|
| RealSmile | PriceFree (report $14.99) | PrivacyProcessed in memory, deleted instantly unless you choose to save it | OutputFace Score percentile (free) + every metric your photo supports (report) | Validated?Yes — 1,566 human-rated faces, r≈0.8 | Best forFree, private, metric-level rating |
| Photofeeler | PriceFree tier / paid votes | PrivacyShown to other users only while a test runs | Output3 trait scores from humans | Validated?N/A — the scores ARE human votes | Best forReal human opinions |
| QOVES | PriceYearly membership | PrivacyYou upload 6 photos; its team prepares the analysis | OutputFacial analysis, improvement protocol and visualizations | Validated?No published validation of its own analysis | Best forA paid, team-prepared improvement plan |
| PrettyScale | PriceFree (ads) | PrivacyUpload or webcam; says photos are not saved or shared | OutputOne score out of 100 | Validated?No published validation | Best forQuick casual score |
| Anaface | PriceFree | PrivacySays it runs in your browser, no login | Output1–10 score from 17 points you mark | Validated?No — golden ratio is not evidence-based | Best forProportion checks |
| HotOrNot-style sites | PriceFree | PrivacyPublic photo posting | OutputCrowd votes | Validated?N/A — raw crowd votes | Best forNovelty only — avoid for privacy |
Why "rate my face" tools are so popular
The desire to understand how others perceive us is deeply human. Face rating tools tap into that curiosity. The problem is that most of them do a poor job of actually delivering useful information. A score of "7/10" tells you nothing about what makes your face rate the way it does or what you could improve.
The best face rating tools break down your score into specific, measurable components: symmetry, jawline definition, eye proportions, facial ratios. That way you understand the "why" behind the number and can take action if you want to.
For a full breakdown with personalized improvement recommendations, run the looksmaxxing test; its report scores every metric your photo supports (typically 15 of the 17). Or skip the tool-shopping and grab our in-depth dating headshot audit for a single deliverable that pairs the metrics with a written re-shoot plan.
The 6 best "rate my face" tools
1. RealSmile
Our PickRealSmile does not just "rate your face" with a single number. It measures 17 specific facial metrics using 68-point landmark detection. Among them:
- symmetry
- canthal tilt (the angle between the inner and outer eye corners)
- FWHR (face width-to-height ratio)
- jawline angle
- midface ratio
- hunter eye index (eye width-to-height ratio)
Each metric your photo supports gets a 0-100 score, its measured value, and an explanation, and the photo as a whole gets a Face Score percentile.
The photo comparison feature is uniquely useful: upload 2-6 photos and get them ranked best to worst with specific reasons why. Perfect for choosing dating profile photos.
RealSmile also has a group mode, the mog test, which scores every face in one photo.
2. Photofeeler
The only "rate my face" tool where real humans do the rating. A dating photo test scores how smart, trustworthy and attractive you look; business and social tests score other traits. The feedback is genuine but not instant: it is free if you vote on other people's photos, or you can buy credits for faster results. Other users see your photo while the test runs, and it goes private again when the test ends.
3. QOVES
A paid facial-analysis service. You upload 6 photos, and its team prepares a facial analysis, an improvement protocol and before-and-after visualizations; its FAQ says that takes up to 28 days. It is sold as a yearly membership you can cancel, renewed with an updated analysis each year. Best for people who want a long, team-prepared plan and do not mind the wait or a recurring fee.
4. PrettyScale
The classic "rate my face" site. Upload a photo or use your webcam and get a score out of 100. It is free (ad-supported), takes about 3 minutes by its own count, and says uploaded photos are not saved or shared. Simple enough for quick curiosity, but one number with no explanation is not particularly useful for improvement.
5. Anaface
You mark 17 points on your photo (eyes, nose, lips, chin) and it returns a 1–10 beauty score from proportions and symmetry ratios, using an algorithm its site says is based on the golden ratio (phi, 1.618). It needs no login and says processing happens in your browser. The golden ratio is not a proven measure of attractiveness, so treat the number as a proportion check rather than a rating.
6. HotOrNot / RateMe sites
Community-based rating sites and forums where strangers rate your photo. HotOrNot itself is gone: hotornot.com now redirects to a chat-and-date app. Real human feedback, but usually public, no metric depth, and feedback quality varies wildly. Only use these if you are comfortable with your photos being visible to anyone.
Also compared: the mobile apps
Two names come up constantly in "rate my face" searches that did not make the ranked list above: Umax and Looksmax AI. Both are phone apps, and both are genuinely convenient if you live on mobile. Both share the same two drawbacks: you pay through in-app purchases, and your photo goes to their servers instead of staying on your device.
The details below come from each app's own App Store and Google Play listings and privacy policy, checked October 17, 2026.
Umax
Two App Store apps use the Umax name; this is "Umax - Become Hot" from Improvement Tech LLC, listed at 10 million+ Google Play downloads. You take a selfie and get face ratings and an analysis, and its version notes add daily routines, progress pictures and images of "what you would look like as a 10/10".
If a phone app you come back to is what you want, it is built for that.
Two things keep it off the podium here. Its listing says analysis results require a subscription and additional scans an additional purchase: weekly plans from $3.99 to $9.99 and monthly plans from $9.99 to $24.99 on the US App Store. Over a few months, that adds up to more than a one-time report. And its privacy policy keeps face scans for up to a year.
Looksmax AI
Looksmax AI, from Mnkybrain Labs, gives you a rating of your looks: its listing says you upload photos, it analyzes your traits, and you get your results and personalized advice. It is free to download on iPhone and Android.
The catch: its US App Store listing shows in-app purchases from $0.99 to $5.99, including "LooksMax AI - Weekly" at $3.99, without saying which results need one. No page explains how the rating is calculated. Like Umax, your photo is uploaded to its servers; its privacy policy keeps face data for 30 days.
Free · Private · 17 Metrics
Rate your face with real metrics
Not a vague number. 17 specific metrics and a Face Score percentile. Photos aren't stored unless you choose to save them.
Rate my face free →Why your "rate my face" score is different on every app
The most common confusion with rate-my-face tools is running three of them, getting a 6.8, an 8.2, and a 4.5, and concluding they are all broken. They are not all broken; they are all measuring different things and calibrating against different populations.
The score you get is a function of what the model was trained on and what the rubric weights. It also depends on whether the "10" ceiling is set against the general population or against a curated dataset of high-rated faces.
Three calibration patterns explain almost every discrepancy.
- Pattern one — population-anchored apps grade against everyday faces in normal lighting, so most users land near the middle of the scale.
- Pattern two — celebrity-anchored apps set the ceiling against celebrity faces, which pushes the typical user well below the middle and produces the "the AI hates me" reaction.
- Pattern three — engagement-anchored apps (Photofeeler, the human-vote tools) report what real people clicked rather than what an algorithm measured, which means scores reflect first-impression appeal under app-specific framing rather than facial geometry per se.
What to do with the discrepancy — ignore the single number and look at the percentile bands instead. A face that scores 6.8 on a 5.0-median app and 8.2 on a 4.5-median app is, in both cases, somewhere around the 75th percentile of its population. The percentile is the stable signal. The absolute score is a UI choice.
When an app gives you a metric breakdown rather than just an overall (canthal tilt 78th percentile, symmetry 82nd, jawline 65th), trust the per-metric percentiles — they are the signal you can actually act on.
One reliability tip — expect the same face to move between photos, even on the same app. On RealSmile the Face Score of the same person on the same day varies by a median of 11 percentile points (1,528 person-days), and a third of people move 20 points or more.
So if a result looks off, take a few photos under the same conditions (same lighting, same angle, same expression) and read the middle result, not the single best or worst.
Which tool answers which question? Photofeeler tells you how strangers react to one photo, Anaface checks proportions against the golden ratio, and PrettyScale gives a quick single number. RealSmile's Face Score answers how your photo compares with other people's, and if you want to place that result on the scale looksmaxxing forums use, see where a score sits on the PSL chart.
Cited research on rater calibration: Langlois et al., "Maxims or Myths of Beauty?" (Psychological Bulletin, 2000) is a meta-analysis of 919 attractiveness studies. It confirms inter-rater agreement is high (r = 0.90+, where 1.0 means perfect agreement) when raters score on the same scale anchor. But cross-tool comparisons fail because each tool sets its anchor against a different reference population.
Rhodes, Sumich & Byatt, "Are Average Facial Configurations Attractive Only Because of Their Symmetry?" (Psychological Science, 1999) shows averageness stays attractive even when symmetry is held constant. And "average" is always computed against some reference population, which is one reason different apps score the same face differently.
Tips for getting the most accurate rating
Use natural lighting
Soft window light gives the most accurate and flattering results. Avoid overhead fluorescents and harsh direct sun.
Face the camera straight on
For accurate facial metric measurement, face the camera directly with a neutral or natural expression. Angles distort proportions.
Test multiple photos
Use RealSmile's photo comparison feature to upload 2-6 photos and see which one scores best. Your "best" photo might surprise you.
Frequently asked questions
What is the best "rate my face" tool?
RealSmile is the best free face rating tool that provides detailed analysis. Its score is validated: the Face Score correlates at r ≈ 0.80 with averaged human ratings on a 1,566-face research benchmark and r ≈ 0.40 on 46 real phone photos rated by our users. It calculates 17 facial-geometry measurements plus that Face Score percentile, and by default it keeps nothing: the photo is processed and deleted unless you choose to save it, and nothing is used for training.
Can AI accurately rate my face?
Partly, and it can be checked. RealSmile's Face Score is a model fitted to how people rate faces. Against averaged human ratings it scores r ≈ 0.80 on a 1,566-face research benchmark (five-fold cross-validation, measured 2026-07-01) and r ≈ 0.40 (95% CI 0.12–0.62) on 46 real phone photos rated by our own users (measured 2026-08-23); the second number is closer to what you will see. Facial measurements alone do worse: our 17 geometry readings, combined into one score, correlated at r ≈ −0.33 with the 1,566 benchmark ratings, no positive relationship, so that score was retired (published 2026-07-02). Of the face-analysis apps we checked on 2026-10-03, most publish no such check, and every result depends on the photo you give it.
Is there a safe way to get my face rated?
Yes. Look for a tool that says exactly where your photo goes and for how long. On RealSmile, the measurement runs in your browser on a computer; on a phone the photo is processed in memory by our scan server and deleted as soon as the landmarks are measured. Before scoring, your photo is checked automatically for anything that should not be scanned. That check happens on our server and the photo is discarded straight after it. To run that check, our server sends the photo to outside AI services (OpenAI, and Anthropic, which checks that a face is present and is OpenAI's backup) that only return a verdict on it; the check itself keeps nothing. By default nothing is kept, and nothing is used for AI training.
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