A system, method and machine-readable medium are provided to configure a non-volatile memory (NVM) including a plurality of NVM modules, in a system having a hard disk drive (HDD) and an operating system (O/S). In response to a user selection of a hybrid drive mode for the NVM, the plurality of NVM modules are ranked according to speed performance. Boot portions of the O/S are copied to a highly ranked NVM module, or a plurality of highly ranked NVM modules, and the HDD and the highly ranked NVM modules are assigned as a logical hybrid drive of the computer system. Ranking each of the plurality of NVM modules can include carrying out a speed performance test. This approach can provide hybrid disk performance using conventional hardware, or enhance performance of an existing hybrid drive, while taking into account relative performance of available NVM modules.