1-Pseudorandom number generators (PRNGs) are used frequently in secure data processing algorithms. Randomness measuring is an essential test, performed on these generators, that help to range the security of the designed algorithm with respect to assure strong messingup of the processed data. This paper describes a solution for accelerating statistical tests of Diehard Battery based on reconfigurable hardware, benefiting from task parallelization and high frequencies. With this proposal, users can obtain a fast, cheap and reliable measure of the randomness properties that can enable a complete exploration of the design space to produce better devices in shorter times.