It was seemingly all water under the bridge at Teigen's star-studded baby shower, however, as the two posed for a smiling selfie together.
"We got love. Agree to disagree," West captioned the pic on Twitter.
The 40-year-old rapper also shared a video of Legend playing his hit "Ordinary People" on the piano, as Teigen and Kim Kardashian looked on, captioning it, "Lead with love."
West and Legend, 39, were also seen jamming out to West's new song, "Ye vs. the People," which dropped on L.A.'s Power 106 radio station Friday night. The song, featuring rapper T.I., shows West defending his recent political Twitter rants, while T.I. represents the blowback from his fans and famous friends.
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Kanye West's Guide on What and What Not to Do, According to His Twitter
"I hope you'll reconsider aligning yourself with Trump. You're way too influential and powerful to endorse who he is and what he stands for. As you know, what you say really means something to your fans. They are loyal to you and respect your opinion. So many people who love you feel so betrayed right now because they know the harm that Trump's policies cause, especially to people of color," he wrote. "Don't let this be part of your legacy. You're the greatest artist of our generation."
"I tweeted the John text to show that there are people around me that disagree with me and voice their opinion," West explained on Twitter. "I respect everyone's opinion but I stand my ground. If you feel something don't let peer pressure manipulate you."
"I really appreciate this dialogue with John Legend because I'm actually very empathetic," he added. "I'm still the kid from the telethon. I feel when people think of MAGA they don't think of empathy. This is year one. We can't ad empathy to MAGA by hating. We can only ad empathy with love and time and truly hearing all sides."