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    $\begingroup$ You could write a ParallelMapThread as something like ParallelMap[Apply[function], Thread[lists]] but I have no idea if it will be faster. For large expressions the overhead of transferring the data between kernels can be much greater than actually running the function. $\endgroup$ Commented Sep 25 at 16:23