Irs themselves don't put out much information on the topic, without any other guidance from them it's generally understood that financial compensation (points, miles, cash) you get from using your credit cards are not taxable because they are considered rebates on purchases. Its considered like a discount on the purchases you made with the card, kinda like a coupon.