Checking online, the average price of an apartment in Santa Monica is $55 per square meter. SF is about $53. NYC is $65. Tokyo is about $27, Seoul is $23

So no, Tokyo and Seoul are not "just as expensive". HK is at $52 though so that was a bad choice on my part.