This paper presented a study on the separation of dye mixture in rollerball pen inks and identification of the sorts of ink samples. The components in blue rollerball pen inks were analyzed by HPLC, samples were divided into different categories according to the separation results; 22 samples were successfully distinguished. Meanwhile, the effect of paper materials, the limit of detection and the repeatability of the results were also explored.