The number of stitches needed for knitting a baby hat can vary depending on the yarn weight, needle size, and desired hat size. Generally, a newborn-sized hat might require around 64 to 72 stitches, while a larger baby hat could need 72 to 80 stitches. Consider using a knitting pattern for accuracy.