FaceIQ Labs' facial analysis rates Sabrina Carpenter 7.3 overall, 325th of 619 women on the wiki. The overall score is made up of Harmony at 7.8, Angularity at 6.2, Dimorphism at 7.6 and Features at 7.5; Harmony is the highest of the four and Angularity the lowest. At the top of her breakdown are Bigonial width and Chin to philtrum ratio, both at 10.0; at the bottom, Submental Cervical Angle at 0.6 and Browridge Inclination Angle at 0.5. Closest on the wiki are Demi Lovato (7.3), Jordyn Miller (7.3) and Kathryn Watts (7.3), while Candela Gallo has the highest overall score at 8.6.

By overall score, Sabrina Carpenter is ranked 325th of 619 women on the wiki.

FaceIQ Labs measures Sabrina Carpenter's face from a front photo and a side profile and scores four sections: Harmony (7.8), Angularity (6.2), Dimorphism (7.6) and Features (7.5). The overall score of 7.3 combines them.