Highthroughput DFT offers a massive and consistent addition to our table. It is difficult to underestimate the importance of DFT in conjunction with ML. These two methods are very different and eventually can complement each other. ML is particularly helpful in the cases where DFT struggles, such as calculations with fblock elements, atomic mixing, and site defects.