Usually spend 10,000$-15,000$ on the best, optimised and powerful dedicated servers.
For VPS, I spend 500$-1000$ on the fastest, 10 extra IPs, 10 TB space, and more powerful items
I don't buy shared, pretty basic to me, basically not meeting my standards.