Free AI Face Rating: Score Your Facial Geometry in 10 Seconds
Upload a front-facing photo or launch live camera mode to run a 478-landmark face rating privately on your device. Rate my face accuracy with zero server uploads and no sign-up.
Sample Biometric Dossiers: Portrait In → Proportion Report Out
Select any studio dossier below to inspect its live 478-point mesh, mandibular contour, or mirror symmetry above.
8.7 / 10 · 6.8 PSL
478 BIOMETRIC MESH
Sophia · The Neoclassical Muse
96.9% Symmetry · Balanced Oval · Curtain Layers
9.0 / 10 · 7.0 PSL
JAWLINE & CANTHAL TILT
Marcus · The Sculpted Sovereign
114.5° Contour · +4.6° Tilt · Textured Crop
8.7 / 10 · 6.8 PSL
MIRROR SYMMETRY & PHI
Chloe · The Bilateral Muse
98.5% Symmetry · Geometric Fit · Key-Side Angle
01 · DATA
Face Rating Scale Explained: 1–10 & PSL Benchmarks
Expand Chart +
Face Rating Scale Explained: 1–10 & PSL Benchmarks
Every face rating combines five weighted pillars: bilateral symmetry (24%), golden ratio alignment (23%), jawline definition (20%), vertical thirds (17%), and eye geometry (16%). Below is how composite scores map to standard aesthetic tiers:
| Composite Score | PSL Equivalent | Population Percentile | Geometric Characteristics |
|---|---|---|---|
| 9.0 – 10.0 | 7.5 – 8.2 PSL | Top 1% – 2% | Near-ideal 33.3% vertical thirds, 97%+ bilateral alignment, crisp gonial angle (120°–124°), positive canthal tilt. |
| 8.0 – 8.9 | 6.2 – 7.4 PSL | Top 3% – 15% | Strong cheekbone-to-jaw taper, balanced eye separation ratio (0.45–0.47), harmonious nasal-to-mouth width. |
| 7.0 – 7.9 | 5.3 – 6.1 PSL | Top 16% – 35% | Above-average facial harmony with 1–2 minor proportion offsets easily optimized via haircut and frame styling. |
| 5.5 – 6.9 | 4.4 – 5.2 PSL | Middle 40% | Typical everyday proportions; camera focal length (50mm+ vs 24mm selfie lens) and grooming create noticeable score gains. |
| 4.0 – 5.4 | 3.6 – 4.3 PSL | Lower 25% | Often affected by downward camera pitch, poor lighting shadows, lens distortion, or asymmetrical posture. |
02 · SCIENCE
How Our 478-Landmark AI Face Rating Engine Works
Read Methodology +
How Our 478-Landmark AI Face Rating Engine Works
Unlike generic entertainment quizzes that assign random numbers, an objective structural proportion readout measures structural craniofacial geometry directly from anatomical landmarks. When you test a photo or activate your camera, our browser-based WebAssembly vision pipeline maps 478 three-dimensional coordinates across your brow ridge, orbital rims, nasal bridge, philtrum, cheekbones, and mandibular contour. Because every calculation happens locally inside your device memory, you receive an instant face rating without uploading sensitive biometric photos to any cloud server.
People searching to rate my face or use an online face rater often struggle with lens distortion and head tilt. Our algorithm automatically normalizes head roll using your interpupillary axis before computing forty distinct proportional ratios. Whether you use this AI face rater to check front-facing balance, inspect bilateral symmetry, or select flattering eyewear frames, the studio provides transparent mathematical formulas rather than vague opinions.
Why Lighting, Focal Length, and Styling Shift Your Face Rating
A smartphone front camera held at arm's length behaves like a 24mm wide-angle lens, enlarging nasal width by up to 28% and shrinking ear-to-cheekbone breadth. Before taking any anatomical contour evaluation as final, step back 55 centimeters and use 2x optical zoom or ask a friend to capture your portrait at eye level. Correcting perspective distortion alone routinely improves a measured craniofacial geometry scan by 0.6 to 1.1 points because your bizygomatic width and nasal alar base return to their true anatomical scale.
Beyond photography mechanics, soft-tissue framing plays a decisive role in how observers perceive facial structure. If your biometric landmark check highlights an elongated upper third, a textured fringe or curtain layering visually restores the 1:1:1 neoclassical balance. Similarly, matching browline or geometric glasses to your pupil distance counteracts midface length while accentuating orbital definition. Use our interactive Eyewear Try-On tab above to preview how five classic frame silhouettes interact with your live facial ratio analysis metrics.
Privacy remains our foundational commitment. Traditional apps store portraits in remote buckets to train commercial datasets. Here, your craniofacial geometry scan runs entirely via client-side HTML5 Canvas and WebGL shaders—close the browser tab and zero trace remains anywhere online. You can repeat your structural proportion readout across different hairstyles, beard lengths, and lighting setups, tracking progress privately through local browser storage.
03 · PROTOCOL
50mm Portrait Calibration, Local WebAssembly Privacy & Holistic Styling
Open Protocol +
50mm Portrait Calibration, Local WebAssembly Privacy & Holistic Styling
Three-Step Optical Checklist Before Recording Your Baseline Score
Smartphone front cameras typically use an ultra-wide 23mm to 26mm equivalent lens. When held at thirty centimeters, perspective foreshortening inflates central nasal breadth by up to twenty-five percent while hiding lateral cheekbone width. Use this studio calibration routine before treating any composite score as your true baseline:
1. Step Back to 55–65 cm (2x Zoom)
Extend your arm fully or prop your phone on a desk and switch to 2x portrait telephoto mode so perspective matches human conversational vision (50mm–85mm focal equivalents).
2. Level Camera Pitch With Pupils
Keep the lens strictly parallel to your vertical facial plane. Our engine mathematically zeroes lateral head roll, while neutral vertical pitch preserves accurate upper, middle, and lower thirds.
3. Diffused Window Illumination
Face an open window or soft lamp directly so both orbital rims and gonion corners receive balanced light without harsh one-sided shadows that shift sub-pixel contour detection.
Zero Biometric Transmission: Local WebAssembly Execution
We do not collect, transmit, or store biometric identifiers. All 478-landmark detection, proportional trigonometry, bilateral mirror rendering, and virtual eyewear projection run locally inside your browser memory via WebAssembly and HTML5 Canvas, aligning with modern privacy standards referenced by the U.S. Federal Trade Commission biometric guidance. Closing this tab clears the volatile image buffer immediately.
Translating Five Harmony Pillars Into Everyday Presentation
- Upper-Third Fringe Framing: Textured crops and curtain bangs visually recalibrate taller foreheads toward the classical one-third studio proportion.
- Orbital & Midface Eyewear Fit: Matching bridge width and browline geometry to your interpupillary distance breaks up midface length cleanly.
- Cervical Posture & Jaw Shadow: Elongating neck posture and shooting five degrees above eye height defines the mandibular border naturally.
04 · FAQ
Frequently Asked Questions & Specialized Proportion Analyzers
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Frequently Asked Questions
Is an AI face rating accurate compared to human perception?+
Yes, for structural harmony. Our face rating quantifies measurable proportions—such as bilateral symmetry, interpupillary distance, facial thirds, and jaw-to-cheekbone taper—that clinical orthodontics and portrait photography consistently link with visual balance.
Are my photos uploaded or saved during a face rating?+
Never. Every face rating executes 100% inside your own browser using WebAssembly. Your image bytes never leave your phone or computer, requiring no account or login.
Why did my face rating change between two selfies?+
Head pitch, camera distance, and uneven side shadows alter landmark projection. Hold your camera 50–60 cm away at neutral eye level in even daylight for the most repeatable face rating.
What is the difference between a 1–10 face rating and PSL score?+
A 1–10 face rating reflects everyday intuitive percentiles, whereas the PSL scale compresses scores onto a stricter bell curve focused on bone angularity and dimorphism, where 5.5+ PSL already places you in the top third.
Can grooming and haircuts genuinely improve my face rating?+
Absolutely. Adjusting hairstyle volume, facial hair contours, eyebrow grooming, and eyewear geometry directly modifies your perceived vertical thirds and jaw-to-cheek ratio.
Explore All Specialized Craniofacial Calculators
Jawline Rating →
Gonial contour & bigonial taper angle
1.618 Golden Ratio →
Classical Phi mask for facial proportions
Face Symmetry Test →
Left-Left vs Right-Right mirror synthesizer
Facial Thirds Test →
Forehead, midface & lower chin 33.3% split
Canthal Tilt Test →
Roll-calibrated eye axis protractor
Facial Harmony Test →
Holistic 40-ratio balance & eyewear fit
Looksmaxing Scale →
Objective 1–10 to PSL conversion chart