By FaceIQ Labs' facial analysis, Rihanna has an overall score of 7.4, 278th of 624 women on the wiki, in the top 45%. The overall score is made up of Harmony at 6.6, Angularity at 7.8, Dimorphism at 7.7 and Features at 7.6; Angularity is the highest of the four and Harmony the lowest. At the top of her breakdown are Bigonial width and Bitemporal Width, both at 10.0; at the bottom, Facial Convexity (Glabella) at 1.1 and Mouth width to nose width ratio at 0.9. Closest on the wiki are Béatrice Dalle (7.4), Eugenia Volodina (7.4) and Manon Bannerman (7.4), while Candela Gallo has the highest overall score at 8.6.

By overall score, Rihanna is ranked 278th of 624 women on the wiki, in the top 45%.

FaceIQ Labs measures Rihanna's face from a front photo and a side profile and scores four sections: Harmony (6.6), Angularity (7.8), Dimorphism (7.7) and Features (7.6). The overall score of 7.4 combines them.