Answer
Möngke is a Mongolian name, and the pronunciation of it in Mongolian script is /ˈmɒŋkeɪ/ MONG-kay. This is because the Mongolian language has a different alphabet than English, and the letters in the Mongolian alphabet are pronounced differently than the letters in the English alphabet.