By FaceIQ Labs' facial analysis, Madonna has an overall score of 7.2, 337th of 623 women on the wiki. It combines Harmony at 6.9, Angularity at 7.5, Dimorphism at 7.0 and Features at 7.5, with Angularity the strongest and Harmony the weakest. Her strongest measurements are Bigonial width and Bitemporal Width, both at 10.0, and her weakest are Nasofacial Angle at 2.5 and Submental Cervical Angle at 1.4. The celebrities rated closest to Madonna are Akira Jackson (7.2), Jenna Jameson (7.2) and Jenna Ortega (7.2), while Candela Gallo has the highest overall score at 8.6.

By overall score, Madonna is ranked 337th of 623 women on the wiki.

FaceIQ Labs measures Madonna's face from a front photo and a side profile and scores four sections: Harmony (6.9), Angularity (7.5), Dimorphism (7.0) and Features (7.5). The overall score of 7.2 combines them.