Devices and techniques for host adaptive memory device optimization are provided. A memory device can maintain a host model of interactions with a host. A set of commands from the host can be evaluated to create a profile of the set of commands. The profile can be compared to the host model to determine an inconsistency between the profile and the host model. An operation of the memory device can then be modified based on the inconsistency.