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Does it need some special hardware to run on?

Not sure what you mean by "special hardware" but if your hardware is capable of running vSphere, GKE On-Prem should work for you.

Quick note though - We are exploring additional options, such as bare metal support, based on customer demand.

So this is like Azure Stack with no limitation on hardware configurations?

Wondering about the same thing. What's the base requirement on on-prem side?

Right now for the alpha release, it's vSphere 6.5