In addition to the other replies here:
PLCs are ruggedised and built to survive for years in the kinds of hostile environment that are frequently found in industrial settings.
And PLC vendors typically provide guaranteed support periods that are much longer (like a decade or more) than those commonly provided by conventional computer OEMs.