Pete Davidsonhad a special someone supporting him at his stand-up show in Los Angeles on Friday night.
TheSaturday Night Livestar, 25, stepped out with rumored flameKate Beckinsale, 45. The duo held hands as they left famed music and comedy venueLargo at the Coronetin West Hollywood, California.
Davidson’s latest set featured some material from his Jan. 12 show at the Tarrytown Music Hall in New York — including a joke about ex-fiancéeAriana Grande‘sinfamous commentabout the size of his penis, whichhe called a “mean” but “also genius” move.
“I don’t like that she talked all that s— for my penis,” Davidson joked in January.
“Everything is huge to her,” he continued. “Why would she tell everyone that I have a huge penis? So that every girl who sees my d— for the rest of my life is disappointed.”
Davidson and Beckinsale stayed close as they made their way to a shared car on Friday. She wore a black and white checked AllSaints coat, which she accessorized with black stiletto boots and a black bag. Davidson, meanwhile, kept it casual in black sweatpants and a powder blue t-shirt with rolled-up sleeves that revealed some ofhis tattoos.
After the show, Davidson and Beckinsale went to his hotel in Santa Monica, a source tells PEOPLE.
“They arrived at the hotel hand-in-hand,” says the onlooker. “Kate looked gorgeous.”
Reps for Davidson and Beckinsale did not immediately return PEOPLE’s requests for comment.
Kate Beckinsale and Pete Davidson.MEGA

The stars were first spotted together in January,when they hit it off at Netflix’s Golden Globes afterparty.
As PEOPLE previously reported, the two talked intently for most of the night there, keeping their focus on each other even while mingling with Davidson’s close friendMachine Gun Kelly(née Colson Baker), Isla Fisher and Sacha Baron Cohen. Eventually, the other members of the group wandered off, and Davidson and Beckinsale continued to chat. One onlooker said they cuddled at the party as well.
Despite reports, the two did not leave together, a separate source told PEOPLE.
Kate Beckinsale and Pete Davidson.Gregg DeGuire/WireImage; Matt Winkelmeyer/Getty

Days later, Beckinsale clapped back at a critic who tried to criticize her for her time with Davidson.
It all started after she shared an old photo of her mother, 71-year-old actress Judy Loe, to Instagram.
Davidson split from Grande in October, and though the comedian hasadmitted to having a hard timein the months since, a source recently told PEOPLE he isembracing his bachelorhood.
“He is very much enjoying being single as he is focusing on himself,” the source said in late December.
Beckinsalewas last linked to23-year-old comedian and actor Matt Rife. TheUnderworldstar shares 20-year-old daughter Lily Mo Sheen with actor Michael Sheen, whom shedated for eight years, and was married to director Len Wiseman from 2004 to 2016.
Earlier this month, Beckinsale was hospitalized after suffering aruptured ovarian cyst.
“Turns out a ruptured ovarian cyst really hurts and morphine makes me cry. So thankful to everyone who looked after me,” she captioned two Instagram shots of her from her hospital bed, adding “#wobbly.”
source: people.com