At least my understanding was that the SoC would be different but the CPU core of phone SoC itself would be similar with the laptop/desktop/server die. The server SoC would probably feature more cores, with more memory interfaces and higher clock speed due to more thermal allowance.

At least that's what Apple seems to have done between M1 and A series processors.