With the ten different sets, we computed similarity matrices with PUMA server . The results confirmed that predicted physicochemical properties are highly similar, with Tanimoto coefficients between 0.969 and 0.983. The similarity results were expected due to the definition of the scoring function. Since we confirmed that molecular properties were alike, we also wanted to compute structural similarity between the compounds.