When it comes down to choosing an oil for your toasted bread, you can experiment with different oils like coconut, avocado, canola, or peanut — or opt for butter instead. It all comes down to what flavor you are going for, as coconut oil’s nutty and subtly sweet flavor pairs well with fruit, while olive oil creates a nice Mediterranean flavor.