Tried cleaning the burner out with compressed air. Didn't seem to help.

I just went through another purge and it did seem to help some, seems like maybe I wasn't purging quite enough. Managed to get fairly consistent light after refueling (light on 2 or 3 clicks, much better than before). Going to let it sit for a bit to cool down and try it again.