A periodically driven (Floquet) quantum system generically heats to infinite temperature. But at high driving frequency Ω, a prethermal plateau emerges — the system thermalizes to an effective Hamiltonian H* for an exponentially long time τ* ~ e^{Ω/J}, before eventually heating.