Kate tried to shield her face while exiting LAGO Bar with Pete.
The Saturday Night Live comedian held Kate's hand amid the flashing lightbulbs.
Pete kept it casual for the west coast outing in a printed blue top, sweats and black and white shoes with pink socks. Kate appeared more dressed up in an oversized pea coat and what appeared to be an all-black ensemble.
They quickly made their way to the car before heading off for the evening.
Rumors started swirling that they were an item after Page Six reported that they left a Golden Globes party together on January 6.
“(Pete and Kate) were flirting all night and sipping champagne,” a source told the publication. “They were outside on the patio and left together.”
Pete's last relationship was with ex-fiancee Ariana Grande. Their whirlwind romance began in May 2018 only to fizzle out a couple of months later.
Do you think its wise for Pete to potentially get into another high-profile relationship? Sound off in the comments.