You have two options to remove grain on your cabinets: investing in fillers or replacing the door. While applying fillers might sound like a cost-effective option, it is as expensive as replacing the doors. Hence, painting your cabinets remains the best option to get rid of the grain. While cabinet painting is trendy, it is also cost-effective.