Finding early-emerging and persistent biomarkers that can address the vast heterogeneity in autism spectrum disorders (ASD) has been ongoing challenge for decades. A promising avenue for exploration is imitation deficits in ASD. Using a 3D motion-capture Computerized Assessment of Motor Imitation (CAMI) method, we quantify imitation with superior diagnostic discrimination ability as compared to traditional human coding methods.