Despite seemingly interchangeable, peanut oil and earthnut oil are essentially the very thing! The confusion stems from regional naming practices. In most parts of the world , particularly in the US, it's usually referred to as earthnut oil. However, in quite a few international countries, and specifically in the UK , it's primarily labeled as pean