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“If you move off the clouds” can be very expensive. You now need a globally distributed fleet of servers at different providers and ops and administrative manpower to make sure bills get paid and servers get patched and audited.

Yes, it can be expensive, but nowhere near as expensive as paying per-GiB rates to a cloud for your traffic (which itself is nowhere near as expensive as paying a cloud's rates for compute if you try to do decode/encode in the cloud).

If we are talking about doing realtime video at large scale, we can assume that there is good ops competency in-house. If not, honestly, what are you doing?

Managing fleets of servers across several of the "automation-friendly-but-not-cloud" providers using modern tools is not difficult for some moderately-expensive-but-not-as-expensive-as-cloud-services ops engineers.

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