Historically, it was known as Kapisthal, meaning "Abode of Kapi", another name of Lord Hanuman, and it is said to have been founded by the Pandava Emperor, Yudhishthira of Mahabharata.
Kaithal, with many of its temples, is also an important milestone in 48 Kos Parikrama pilgrimage.