This is because oil floats on water, so the water almost immediately sinks under the oil, but then, because of the heat stored in the oil, the water will also boil almost instantly. Because the water quickly turned into steam, it also expands quickly, which is an explosion, and all of that burning oil on top of the water will be flung in all directions.

That’s why you should never put water on a grease fire.