You always only need another one when everything has gone to shit, either from failure or cost from vendor-lock-in, so drinking your chosen providers Kool aid equals taking the reactive route and scrambling to rearchitect when the issues hit.

Multi-cloud is really not a big deal. Main nuisance is billing differences, followed by slight variations in e.g. Terraform config.