Do not forget that we're talking about supercomputers. Their interconnect makes machines not easily fungible, so even a low reduction in availability can have dramatic effects.

Also, after the end of the product life, replacement parts may no longer be available.

You need to get pretty creative with repair & refurbishment processes to counter these risks.