Resilience versus optimisation. If the data centre goes down thousands of people cannot use them, if your laptop burns down, the other thousand users are unaffected.

There is also latency, security, control... there are many reasons to prefer local placement and direct ownership versus a shared pool resource in an undisclosed location that people unrelated to you can physically access