Kim, 38, sported tight black leather snakeskin leggings, a matching halter top and clear plastic pumps.
Kanye, 40, opted to wear a more casual look for the event. He worked slate blue sweatpants, a black jumper and chunky white kicks.
The pair was also joined by a medley of pals like Luka Sabbat, Winnie Harlow and Kourtney Kardashian.
The night out seemed like a must for the busy parents. The two have their hands full with sons Saint and Psalm, as well as daughters North and Chicago.
The KKW Beauty CEO shared a cute new snap of two-month-old Psalm the same day. He gave a big smile to camera and Kim couldn't help but gush over her little one.
"I meannnnn my baby Psalm is so sweet!!!” Kim captioned the photo on Instagram.
What are your thoughts on Kim and Kanye's looks? Sound off in the comments below!