If you file late, tax penalties can mount up fast – at a rate of 5% of the owed amount for each month you are past due. If you are over 60 days late, the minimum penalty is a whopping $100 or the entire amount of the tax owed, whichever amount is less. If you file a tax extension, the penalty is removed.