Overall harmony estimate
—/100
Preparing your summary…
Measurement confidence—%
Confidence is affected by lighting, angle, sharpness and visible obstructions.
Free · Private · Practical · Adults only
AI face rater.
Turn one photo into useful answers.
Get your face score, closest face-shape matches, symmetry breakdown and personalized style and photo tips—free and processed entirely on your device.
Start here
Free · on-device · no sign-upChoose one clear photo
Drop your photo here
JPG, PNG, WebP, HEIC or HEIF · up to 8 MB
Basic photo checkChecking…
Resolution, lighting, pose and facial geometry are checked locally. Your image never leaves this browser.
The model file is downloaded to your browser; your photo, landmarks and result are not sent to our server.See the exact data flow.
Building locally
Loading the on-device model
The face-landmark model runs inside this browser.
- Loading the local model
- Mapping 478 landmarks
- Calculating the geometry
- Preparing the local report
Keep this tab open while your device completes the calculation.
- Free and unlimited
- No signup
- No photo upload
- Runs on your device
Your local report · ARF Local Geometry v3.0
Your on-device face geometry analysis
Calculated from visible landmarks and pixels in this browser—not a judgment of your worth, identity or health.
Score breakdown
Photo quality: —What shaped this estimate
These are transparent calculations from two-dimensional landmarks and image-quality signals. They are not medical assessments.
Face vs photo
Test more photos →Is it your face, or this photo?
Face geometry—
Photo presentation—
Your 3 highest-impact changes
Strongest measured dimension
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Largest measured variation
—
Evidence behind the score
Style and photo starting points
Preparing face-shape context…
Photo tips
Hairstyle directions
Eyewear directions
Your original photo is excluded by default. Choosing “Include my photo” adds it only to the image file you download or send through your device’s share sheet.
One photo, clearer context
More useful than a single beauty score
Every result separates measured geometry from photo-quality effects, so you can interpret the number with appropriate caution.
01
Face score with context
A 0–100 summary of visible balance in this photo, kept separate from the effects of lighting, pose and framing.
02
Top face-shape matches
A primary and alternate contour match with confidence, instead of forcing your face into one rigid label.
03
Visible symmetry
A pose-aware estimate of how the visible left and right sides compare at the captured angle.
04
Photo-quality confidence
A quality score that accounts for lighting, clarity, camera angle, framing and visible obstruction.
05
Why you got this result
Inspectable measurements explain the score and show where the photo may be affecting it.
06
Style and photo starting points
Face-shape-aware hair, eyewear and retake guidance you can actually use after the analysis.
AI Face Rater evidence viewHow the free score works
We publish the measurements—and where they stop.
ARF Local Geometry v3.0 uses 478 on-device face landmarks plus local brightness, contrast and sharpness checks. The formulas are deterministic for the same processed photo and do not require an analysis server.
Overall photo harmony0–100
Visible symmetry30%
Proportion balance25%
Feature balance25%
Photo presentation20%
01
Quality before score
Unsuitable photos should produce a retake prompt—not false precision.
02
Repeatable calculations
Published formulas and a version label make local changes easier to understand.
03
Human limits stay visible
Culture, taste, expression and personality cannot be reduced to facial geometry.
18 face-analysis tools
Rate Face tools
Choose a tool to detect face shape, compare photos, check score consistency, or measure facial harmony. Every free tool runs locally in your browser.
Available now
Face Shape Detector
Free face shape detector: rank oval, round, square, oblong, heart, diamond and triangle against your visible contour widths and jaw angles, on-device.
Open tool →Available nowCompare Two Photos
Upload two photos and see which one presents better, broken down by lighting, sharpness, head angle and framing.
Open tool →Available nowFace Score Consistency Test
Run two or three photos of the same face to see how much of a score change is the face and how much is the photography.
Open tool →Available nowFacial Harmony Calculator
Get a facial harmony score built from six weighted visible relationships, with what helps it, what reduces it and what is only photo-related.
Open tool →Privacy, in plain language
Your photo is for this request—not our gallery.
Free and unlimited
Try as many photos as you want. No scan credits, no weekly subscription and no paywall on the local tools.
No photo upload
Your photo, landmarks and calculations never go to our report API.
No signup for free tools
Free analysis has no usage counter, photo library or stored report. Accounts are optional and only used for paid reports.
Local controls
Delete the result with one click, or close or reload the tab to clear it.
Honest by design
A face score is not a fact about a person.
The score reflects visible details in one image. Expression, lighting, lens distance and angle can change it.
Attractiveness varies across people and cultures. A model cannot capture chemistry, expression, style or personality.
Results are educational and for adults only. They are not health, psychological, surgery or identity assessments.
Questions, answered
Before you measure
We would rather set accurate expectations than hide important details in fine print.
Still have a question? Contact us →Is the AI face rating free?+
Yes, and it is unlimited. The complete local report on this page is free, has no usage counter, no weekly subscription and no account. Test as many photos as you want.
Is my photo uploaded or stored?+
No. The free analyzer runs the face-landmark model, pixel checks and scoring formulas in this browser. Your photo, landmarks and local result are not sent to our server.
Why can my score change between photos?+
Because a combined score mixes two things: your facial geometry and the quality of the photograph. Lighting, lens distance, head angle, expression and sharpness all move a 2D measurement. Every result here splits face geometry from photo presentation, and the Face Score Consistency Test measures that split across two or three photos so you can see which one actually changed.
How is the score calculated?+
ARF Local Geometry v3.0 combines visible symmetry (30%), proportion balance (25%), feature balance (25%) and photo presentation (20%) from local landmarks and image-quality signals.
What photo works best?+
Use one adult face, straight-on, in soft even light. Keep the full face visible and avoid sunglasses, strong filters, wide-angle close-ups and dramatic shadows.
Can minors use the tool?+
No. This service is only for adults aged 18 or older, and photos of minors must not be uploaded.
How does the optional Personal Style Plan work?+
The free local snapshot stays complete. If you want a deeper saved plan, sign in and make a one-time purchase from $4.99. One plan uses 10 reusable wallet credits; retakes and processor failures return them automatically. The photo is processed transiently and is not saved with the report.
