FaceIQ Labs' facial analysis rates Shivprizzz 8.0 overall, 60th of 902 men on the wiki, in the top 7%. The overall score is made up of Harmony at 7.9, Angularity at 9.1, Dimorphism at 7.6 and Features at 7.5; Angularity is the highest of the four and Features the lowest. At the top of his breakdown are Anterior Facial Depth and Bigonial width, both at 10.0; at the bottom, Browridge Inclination Angle at 2.7 and Facial Hair at 2.5. Closest on the wiki are Cameron Alborzian (8.0), Danny Slavin (Prime) (8.0) and Gustavo "Vito" Basso (8.0), while Hernan Drago (Prime) has the highest overall score at 8.7.

By overall score, Shivprizzz is ranked 60th of 902 men on the wiki, in the top 7%.

FaceIQ Labs measures Shivprizzz's face from a front photo and a side profile and scores four sections: Harmony (7.9), Angularity (9.1), Dimorphism (7.6) and Features (7.5). The overall score of 8.0 combines them.