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PFP Test: how good is your profile picture?

Upload the photo you actually use. You'll get a score out of 100 across five dimensions, the three things holding it back, and the exact fix for each one. It takes about five seconds.

No account, no email
Your photo is never stored
Same photo always gets the same score

Drop your profile picture here

or click to choose a file — JPG, PNG or WebP

No black box

How the score works

Most rating tools give everyone an 88 and call it a day. That's useless — if every photo is great, the tool tells you nothing. This one is calibrated against a fixed distribution, and here it is in full.

Score	What it means	Typical photo
90–100	Top 1%. Agency grade, nothing to fix.	Shot by a professional, styled and retouched
80–89	Top 10%. Professional photographer quality.	A real headshot session, or an exceptional phone shot
70–79	Above average. Deliberate light and framing.	Phone photo taken on purpose, near a window
55–69	A typical decent selfie. Works, but there's obvious upside.	Most uploads land here
40–54	Below average. Clear, nameable flaws.	Harsh overhead light, cluttered room, awkward crop
0–39	Not usable as a profile picture.	Blurry, too dark, face too small or turned away

Scoring runs at temperature zero, which is a technical way of saying the same photo always produces the same number. Upload it again tomorrow and nothing moves.

Five dimensions

What the test actually measures

The headline number is a weighted blend of five separate scores. They move independently, which is why a photo can be highly appealing and still be wrong for LinkedIn.

Appeal 30%

The first impression in the half-second before anyone reads your name. Framing, eye contact, and whether the photo draws attention at 40 pixels wide.

Photo quality 25%

Focus, exposure, resolution and noise. This is the one most people lose points on, and it's also the easiest to fix — usually by moving toward a window.

Style 20%

Outfit, grooming, colour and whether the background looks chosen rather than accidental. A tidy wall beats a cluttered room every time.

Approachability 15%

Warmth and eye contact. A photo can be technically flawless and still read as cold, which costs you on dating apps and in cold outreach.

Professionalism 10%

How well it would land on LinkedIn or a company about-page. Deliberately the smallest weight — a great gaming avatar shouldn't be punished for not wearing a blazer.

Context matters

The same photo scores differently by platform

There is no single best profile picture, only a best one for where it's going. The test tells you which platform your photo is strongest and weakest on.

Head and shoulders, plain or softly blurred background, collar visible, neutral-to-warm expression. Crops tight — your face should fill most of the frame. Avoid sunglasses, party backgrounds and group-photo crops.

Instagram

Displayed as a small circle, so anything below the shoulders disappears. High contrast and one strong colour read better than fine detail at that size.

Dating apps

Approachability outweighs polish. Genuine expression, natural light, no heavy filters. An obviously professional headshot can read as guarded here.

Gaming and community

Recognisable silhouette at tiny sizes matters more than realism. Stylised avatars work, but keep one distinctive shape or colour so people spot you in a list.

Where the points go

Five things that cost the most points

Across ordinary uploads, the same handful of problems come up again and again — and all five are fixable in the next ten minutes without buying anything.

1. Overhead light

A ceiling light directly above you casts shadows into the eye sockets and under the nose, which reads as tired no matter how you look in person. Turn it off and face a window instead. If it's dark out, face a bright wall with a lamp bounced off it — never point the lamp straight at yourself.

2. A background nobody chose

Kitchen cabinets, an unmade bed, a doorframe cutting through your head. The viewer's eye goes to the clutter rather than to you. A plain wall two steps back is enough; the extra distance also blurs whatever is behind you.

3. Shooting from below

Phone at chest height pointing up is the single most common framing mistake. Raise the camera to eye level or a touch above and take it from slightly further away — this changes the geometry of the shot, not your face.

4. Too much room, too small a face

Profile pictures are displayed at 40–100 pixels in most feeds. If your face is a small part of the frame, it becomes an unreadable smudge. Crop to head and shoulders and check it at thumbnail size before committing.

5. A photo built for a different job

A holiday shot, a wedding crop, a group photo with everyone else cut out. They carry the wrong context — odd lighting, someone's arm, a formal outfit in a casual setting. One photo taken deliberately beats the best crop of a photo taken for something else.

Bonus: heavy filters

Smoothing filters remove skin texture, and the absence of texture is exactly what makes an image read as fake. Both people and detection systems pick it up. Good light does what a filter is trying to fake, and it doesn't cost anything.

A score measures the photograph, not you

This test rates lighting, framing, focus, styling and background. Those are properties of an image, and every one of them is fixable with a different photo. It is not a measure of how attractive, capable or worthwhile anyone is, and it cannot be — a photograph is a two-dimensional record of one particular second under one particular lamp.

Every suggestion the test gives names something you can change: move toward the window, crop tighter, pick a plainer wall. If you ever get feedback about your face or body rather than about the photo, that's a bug — tell us and we'll fix it.

Questions

PFP test FAQ

Is the PFP test free?

Yes, and there's no account or email required. A daily cap keeps the service available to everyone, so if you hit a limit, come back tomorrow.

Do you store my photo?

No. Your photo is resized in your own browser, sent once for scoring, and never written to disk or a CDN. The share card is drawn on your device too, so the version with your face on it never leaves your machine.

Why did I get a lower score than I expected?

Because the scale is calibrated, not flattering. Most ordinary phone selfies land between 45 and 70, and that's by design — a tool that gives everyone 88 can't tell you what to fix. Read the three fixes rather than the number.

Will the same photo always get the same score?

Yes. Scoring is deterministic, so re-uploading the same image returns the same numbers. Different photos of the same person will of course score differently.

What makes a good profile picture?

In rough order of impact: soft light on your face (a window beats a ceiling light), a background that looks chosen rather than accidental, a crop tight enough that your face reads at thumbnail size, sharp focus on the eyes, and an expression that matches where the photo is going.

Can I use this on a photo that isn't of me?

Technically yes, but the test refuses images with no clearly visible face, and it will not rate anyone who appears to be a minor. Please don't upload photos of other people without their say-so.

How is this different from an attractiveness test?

Those tools rate a face. This one rates a photograph — how it was lit, framed and styled — and every point it deducts comes with something you can actually change.

What do I do after I get my score?

Work through the three fixes with your own camera, or use the recommended style to generate a new profile picture from the selfie you already have. The test picks the style that targets your weakest dimension.

Know the score? Now fix it.

Upload one selfie and get a studio-quality profile photo in any of 44 styles — free, no account needed.

Make a new profile picture