Cut radishes into equal-size pieces, such as halves or quarters. Toss with olive oil, salt, and pepper, then spread onto a rimmed baking sheet in an even layer.
Bake for 20 minutes, stirring halfway through.
Notes
Smaller radishes will take less time to cook, while larger pieces will take longer. Radishes will be fork tender when done.