Wasabi is very close to Horseradish.
That's because Wasabi served outside of Japan is a mixture of horseradish, mustard and food coloring. Even in Japan, the demand for real wasabi is so high that you'll often find the horseradish mixture instead, with little, if any, real wasabi mixed in.