What is the key factor in large websites' speed?

I know that proper architecture is crucial for best performance, but from an application / hosting / delivery point of view, what is the most crucial aspect for ensuring fast loading websites for large consumer websites like houzz.com for instance ?

Is it the choice of DB platform, CDN, or servers?

The application we plan to develop will be based on Laravel