Biasing using a Current Source in NMOS Common Source Amplifier
How are you measuring gain? You have to run AC analysis to measure gain. Also, connect the other end of the current source to ground. By the way, this circuit cannot have any gain at low frequencies because the current source acts as an AC open. Also, this is a biasing circuit and is not intended as a gain block.