I use a thermowell with an inkbird probe and a tilt. My tilt and inkbird never match temps but are usually within 1 - 2 degrees of each other. I think that would be an expected variation from the top to roughly the bottom of the fermenter. I've never had to calibrate the temp on the tilt. Checked it a few times to make sure it matched against other thermometer readings.
Another possibility is to make sure no liquid (I.e. sanitizer, etc) got into the thermowell and may be throwing off the probe. I've seen that before if I have a blow over and the thermowell gets liquid in it. The probe temps will swing more if that happens.