ATTRACTIVE SCALE
100% PRIVATE & ON-DEVICE

How Attractive Are You?

Calculated through 68+ high-density 3D facial landmark anchors measuring bilateral symmetry, golden ratio (1.618), and neoclassical facial proportions.

100% PRIVATE & ON-DEVICE

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Upload your photo or select a sample photo on the left to see your facial harmony score and metric breakdown.

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GEOMETRIC METHODOLOGY

The 7 Key Drivers of Facial Harmony & Aesthetics

Rather than subjective opinions, our engine measures exact distances, angles, and ratios calibrated against peer-reviewed research.

⚖️Weight: 35%

Bilateral Facial Symmetry

Measures how accurately paired landmarks on the left and right sides mirror across a fitted facial midline.

Rhodes, G. (2006)Benchmark: > 85%
📐Weight: 25%

Facial Thirds Balance

Evaluates vertical proportion equality: Upper Third, Middle Third, and Lower Third ideally sitting in a 1:1:1 ratio.

Farkas, L. G. (1994)Benchmark: 1:1:1 Ratio
👁️Weight: 25%

Facial Fifths (Horizontal)

Divides horizontal width into five equal eye-width segments to measure eye spacing and temple width.

Classical CanonBenchmark: 1 Eye Width Gap
✨Weight: 15%

Golden Ratio (Phi 1.618)

Compares total face length to cheekbone width, and mouth width to nose width against the mathematical phi constant.

Phi ConstantTarget: 1.618
👁️‍🗨️Feature Metric

Canthal Tilt Angle

Calculates the angle from the inner eye corner to the outer eye corner. Positive tilt (+3° to +8°) conveys youthful eye openness.

Oculoplastic StdTarget: +3° to +8°
🧱Feature Metric

Midface Ratio & Gonial Angle

Measures interpupillary distance relative to upper lip length and lower jaw taper to evaluate jaw definition.

CephalometricBenchmark: 0.95 - 1.05
SCALE BENCHMARKS & EQUIVALENCE

Understanding Your Score: 1-10 Scale & PSL Rating

Our system translates 0-100 geometric measurements into familiar rating frameworks while displaying exact statistical percentile distributions.

SCORE BANDS & EQUIVALENCE TIERS

87 – 100 • Showstopper / Top 5%8.7 - 10 / PSL 6.5+

Exceptional alignment across all 4 geometric vectors simultaneously. Highest bilateral symmetry and near-perfect facial third balance.

83 – 86 • Standout Harmony / Top 15%8.3 - 8.6 / PSL 5.8 - 6.4

Strong measured harmony with minor individual variation in one feature vector. Very high symmetry.

78 – 82 • Glow Up Profile / Top 35%7.8 - 8.2 / PSL 5.0 - 5.7

Above-average measured balance with clear structural strengths. High baseline with room for optimization.

60 – 77 • Rising Baseline / Average Population6.0 - 7.7 / PSL 4.0 - 4.9

Representative of average human population facial symmetry. Natural minor variance between facial halves.

Below 60 • Foundation / Unique Features< 6.0 / PSL < 4.0

Distinctive non-standard proportions or asymmetric photo angle. Expressive faces often score in this tier without being less attractive in person.

Population Score Distribution

Mean = 5.4 / 10

Facial geometry metrics follow a standard Gaussian bell curve. Over 68% of faces land between 4.0 and 7.0 out of 10.

14%
1-3
38%
4-5
33%
6-7
15%
8-10
Citation: Langlois, J. H., & Roggman, L. A. (1990). Attractive faces are only average. Psychological Science, 1(2), 115–121.
100% PRIVATE & ON-DEVICE

Privacy Policy

Last updated: September 5, 2026. Zero uploads, zero tracking of your personal photo data.

01

Local Processing

All 68+ landmark vectors are computed on your device's CPU/GPU via Web APIs.

02

Zero Cloud Uploads

No images, biometric tokens, or facial data are ever sent over network requests.

03

No AI Model Training

Your photos are never saved, tracked, or used for model training. Memory clears on refresh.

FREQUENTLY ASKED QUESTIONS

Everything You Need to Know

Comprehensive, scientific answers about AI facial attractiveness testing, face shapes, and scoring accuracy.

How accurate is an AI attractiveness test?↓
An AI facial attractiveness test provides deterministic accuracy for facial geometry, measuring bilateral symmetry, Golden Ratio (1.618), canthal tilt, and facial thirds across 68+ landmark anchors. While subjective charm varies, geometric harmony measurements are 100% consistent.
How does an attractiveness test work?↓
The test processes front-facing portraits using 3D landmark detection algorithms. It maps facial coordinate anchors—such as eyes, nose, lips, jawline, and cheekbones—to evaluate axial symmetry, vertical thirds, horizontal fifths, and mathematical proportions.
How can I test my attractiveness?↓
You can test your facial attractiveness instantly by uploading a clear front-facing photo to Attractive Scale. Our 100% private on-device engine calculates your facial harmony score without sending your photo to any external servers.
Can AI judge my attractiveness?↓
AI evaluates objective facial symmetry, golden ratio alignment, and proportional harmony based on biomechanical datasets. While human attraction includes charisma and style, AI provides an unbiased, scientific baseline of geometric facial harmony.
How can I test how attractive my face is?↓
Take a front-facing selfie with neutral expression and balanced lighting, positioned 4 to 6 feet from the camera. Upload it to Attractive Scale to receive a detailed breakdown of your facial symmetry, eye angle, and 1-to-10 harmony score.
What is a good attractiveness score?↓
On a 1-to-10 scale, a score of 6.0/10 or higher indicates strong facial harmony and places you in the top 35% of the population. Scores above 7.8/10 reflect exceptional symmetry and classical golden ratio alignment.
Is 6.5 out of 10 attractive?↓
Yes, 6.5 out of 10 is well above the population average of 5.4/10. It places you in the top 25% for geometric facial harmony, representing strong balance and attractive features.
What does a 7/10 girl look like?↓
A 7/10 facial profile features clear bilateral symmetry, balanced facial thirds (forehead to nose to chin), positive canthal tilt (slightly upturned eye corners), and harmonious jawline definition.
How can I check if my face is attractive?↓
You can check your facial aesthetics by measuring key geometric indicators: eye spacing (fifths rule), vertical balance (thirds rule), jawline definition, and overall bilateral symmetry on Attractive Scale.
How can I analyze my face shape?↓
Our facial analyzer measures cheekbone width, jawline angle, forehead width, and face length to accurately classify your face shape into Oval, Square, Heart, Diamond, or Round.
How can I measure my facial attractiveness?↓
Facial attractiveness is measured by calculating landmark coordinate ratios: eye spacing, vertical facial thirds, canthal tilt angle in degrees, and distance from facial height to width relative to the Golden Ratio (1.618).
Is an AI attractiveness test legit?↓
Yes, AI facial testing is legit for measuring mathematical harmony and anatomical balance. On-device computer vision uses established aesthetic standards and facial plastic surgery canons.
What is the rarest face shape?↓
The Diamond face shape—characterized by a narrow forehead, wide high cheekbones, and a narrow pointed chin—is statistically the rarest face shape in demographic studies.
Can I reshape my face naturally?↓
While bone structure is genetic, you can enhance your facial contour through posture optimization, reducing body fat percentage, proper tongue posture (mewing), jawline exercises, and flattering hairstyles.
What is the prettiest face shape for a girl?↓
Scientifically, Oval and Heart face shapes score highest in female facial aesthetic studies due to their soft cheekbone contours, balanced proportions, and feminine jawlines.
DEEP DIVE & SCIENCE

The Science of Facial Harmony: Ultimate AI Attractiveness Test & Face Rater Guide

Discover how Attractive Scale uses 3D facial landmark mesh computer vision to evaluate bilateral symmetry, golden ratio proportions, canthal tilt angles, and neoclassical canons 100% locally on your device.

01

01 How Attractive Am I? Understanding AI Facial Aesthetics

Human aesthetic perception is deeply rooted in mathematical geometry. Our advanced AI attractiveness test translates timeless visual harmony into objective, bias-free data points.

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02 How the AI Attractiveness Test Works (100% Private Engine)

Unlike traditional photo rating apps that require server uploads, our engine runs 100% locally inside your web browser. Your photo memory is discarded immediately.

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