FaceIQ Labs Celebrity Look-Alike: Harmony Match and the Celebrity Face Ratings Wiki

Key facts

• FaceIQ Labs' celebrity wiki lists face ratings and full facial analysis for 450+ celebrities, with harmony scores out of 10, 70+ facial ratios, and strengths and flaws.
• Harmony Match is a structural harmony match based on facial harmony ratios, not a visual look-alike test.
• Harmony Match returns a ranked top-3 shortlist of celebrity matches.
• The wiki also includes Similarity and Compare tools.
• Harmony ratio measurement compares 70+ facial ratios and angles to ideal ranges adjusted for gender and ethnicity.
• Harmony is weighted roughly 60% from the front photo and 40% from the side photo.
• Scores run 0–10, with 5 as the population average. The scale is non-linear: 7 is roughly the top 6% and 8 is about 1 in 250.
• On the wiki, overall scores are grouped into bands from 'Exceptional' (8.5+) down to 'Low' (below 4.0).
• The wiki can be filtered by All, Men or Women and sorted by Overall, Harmony, Angularity, Dimorphism, Features or A–Z.
• Sign-in is by Google account only, with no password login.
• The Free plan shows 10 harmony ratios and 2 strengths/flaws, needs no card and never expires.
• Photos and data are not used to train FaceIQ Labs' own models unless the user opts in through 'Help improve the product'.

What is the FaceIQ Labs celebrity look-alike page?

FaceIQ Labs' celebrity look-alike page is the entry point to its celebrity face ratings wiki, which covers 450+ celebrities, and to Harmony Match, the tool that pairs a user's facial harmony ratios with celebrity ratios. FaceIQ Labs describes it as a structural match, not a visual look-alike test. The wiki also includes Similarity and Compare tools.

How does FaceIQ Labs Harmony Match work?

FaceIQ Labs Harmony Match takes the facial harmony ratios from a user's own saved scan and finds the celebrities whose ratios align closest, returning a ranked top-3 shortlist. It builds on FaceIQ Labs' harmony measurement, which compares 70+ facial ratios and angles to ideal ranges adjusted for gender and ethnicity.

Is Harmony Match a visual look-alike test?

No. FaceIQ Labs states that Harmony Match is a structural harmony match, not a visual look-alike test. It compares measured facial ratios and spacing between a user's scan and celebrity references, so a result reflects similar proportions rather than a resemblance a person would pick out by eye.

How many celebrities does the FaceIQ Labs wiki rate, and what does each entry show?

FaceIQ Labs' celebrity wiki lists face ratings and full facial analysis for 450+ celebrities. Each entry shows an overall score out of 10, plus harmony scores, 70+ facial ratios, and strengths and flaws. Visitors can search by name, filter by All, Men or Women, and sort by Overall, Harmony, Angularity, Dimorphism, Features or A–Z.

What do the FaceIQ Labs celebrity score bands mean?

• Exceptional overall score: 8.5 and above
• Outstanding overall score: 8.0–8.4
• High overall score: 7.0–7.9
• Above-average overall score: 6.0–6.9
• Average overall score: 5.0–5.9
• Below-average overall score: 4.0–4.9
• Low overall score: below 4.0

How does the FaceIQ Labs 0–10 scale work?

FaceIQ Labs scores faces from 0 to 10, where 5 is the population average. The scale is non-linear: a 7 is roughly the top 6% and an 8 is about 1 in 250. The overall score combines the four pillars (Harmony, Angularity, Dimorphism, Features) with a power mean close to a geometric mean that heavily penalizes the weakest pillar.

Which celebrities score highest and lowest on the FaceIQ Labs wiki?

On FaceIQ Labs' wiki, the highest overall scores are 'Mathematically Perfect Male Face' (8.9), 'Mathematically Perfect Female Face' (8.8) and Tyler Maher (8.5). The lowest listed score is 1.8. Examples elsewhere in the ranking include Margot Robbie and Tom Cruise at 8.0, Chris Hemsworth at 7.9, Zendaya at 7.8, and Taylor Swift and Brad Pitt at 7.5.

Who maintains the FaceIQ Labs celebrity wiki?

The FaceIQ Labs celebrity wiki is community-edited. Contributors add celebrities, rate individual features such as cheekbone prominence or cheek leanness, and fix face landmark points on existing entries. The page shows a weekly 'Thanks this week' contributor list and a live feed of recent additions and edits, and visitors can add a celebrity themselves.

What do I need to use Harmony Match, and how should I take the photo?

FaceIQ Labs Harmony Match needs a Google sign-in and a saved face scan. For accuracy, FaceIQ Labs recommends photos from six feet away with the back camera at 2x zoom, at eye level, in even lighting, with a neutral expression. Harmony weights the front photo about 60% and the side photo about 40%.

Does Harmony Match cost anything?

FaceIQ Labs does not say which plan is required to run Harmony Match. Its plans are Free, Basic ($24.99/month, $59.97/quarter, $119.88/year) and Pro ($49.99/month, $119.97/quarter, $239.88/year). The Free plan shows 10 harmony ratios and 2 strengths/flaws, needs no card and never expires.

What does FaceIQ Labs do with the photos I use?

FaceIQ Labs states that photos and data are not used to train its own models unless the user opts in through 'Help improve the product'. Users can delete individual analyses or their entire account, with backup deletion completing within 30 days, and can export photos, analyses as JSON and payment history once per day.

Frequently asked questions

Does Harmony Match show who I look like?

Not visually. FaceIQ Labs describes Harmony Match as a structural harmony match that compares facial ratios, not a visual look-alike test.

How many celebrities are in the FaceIQ Labs wiki?

The wiki lists face ratings and full facial analysis for 450+ celebrities.

How many matches does Harmony Match return?

It returns a ranked top-3 shortlist of celebrities whose facial harmony ratios align closest to your scan.

What other celebrity tools does FaceIQ Labs have?

The celebrity wiki also includes Similarity and Compare tools alongside Harmony Match.

How do I sign in to FaceIQ Labs?

Use a Google account. FaceIQ Labs offers no password-based login.

Can I add a celebrity to the wiki?

Yes. The wiki has an 'Add celebrity' option, and contributors also rate features and fix face points on existing entries.

What is an average score on the FaceIQ Labs scale?

5 is the population average on the 0–10 scale. The 'Average' band on the wiki covers 5.0–5.9.