The growing number of candidates competing in the cryptographic contests, such as SHA-3, makes the hardware performance evaluation extremely time consuming, tedious, and imprecise, especially in the early stages of the competitions. The main difficulties include the long time necessary to develop and verify HDL (hardware description language) codes of all candidates, and the need of developing (or at least tweaking) codes for multiple variants and architectures of each algorithm. High-level synthesis (HLS), based on the newly developed Xilinx Vivado HLS tool, offers a potential solution to the aforementioned problems. In order to verify a potential validity of this approach, we have applied our proposed methodology to the comparison of five Round 3 SHA-3 candidates. Our study has demonstrated that despite a noticeable performance penalty, caused by the use of high-level synthesis tools vs. manual design, the ranking of the evaluated candidates, in terms of four major performance metr...