This study investigates the applicability of the core testing method to assess the complete nonlinear behavior of masonry in compression. A comparative experimental approach was taken, where cylindrical cores with diameter of 100 and 150 mm as well as wallets of the same materials were subjected to the compressive loading. In total seven different masonry objects were investigated. A detailed information regarding the compression properties of each object is provided.