For larger companies, I think a huge benefit of Kubernetes is the shared language for defining and operating services, as well as the well-thought-out abstractions for how these services interact.

Costs are generally less of a concern, but having one way of running, operating, and writing services allowed our dev team to move faster, share knowledge, etc.