The disclosure provides migration of control plane nodes across multiple architecture platforms. Embodiments include one or more processors configured to backup data of a source control plane node running on a first host, the first host having a first architecture platform, identify a second architecture platform of a second host, the second architecture platform being different than the first architecture platform, select a first control plane binary of a plurality of control plane binaries based on the first control plane binary being for the second architecture platform, wherein the plurality of control plane binaries are for a plurality of architecture platforms, deploy a target control plane node on the second host using the selected first control plane binary, copy the backed up data to the second host to configured the target control plane node, and run the target control plane node on the second host.