Depending on your tolerance to cold temperatures, it's possible to experience pain during the cold capping process.
Also, though considered uncommon, cold caps carry the risk of cold thermal injuries. One 2016 study found that such risks were more prominent in cases of improper usage. Researchers noted that such injuries are usually mild to moderate.