Green and covered in ridges and pebbly bumps, the bitter melon looks like a weaponized cucumber. And it almost is: The melon contains powerfully bitter compounds. But it's more food miracle than menace. It's packed with vitamin C and is known to reduce blood sugar levels. In Okinawa, goya, as bitter melon is known in Japan, is partly credited for the long life spans of residents there.