The "Fury" actor, who hasn't been seen with his 22-year-old girlfriend since their argument in Germany last month, was seen holding hands with a young dreadlocked brunette, reported People magazine.
The pair appeared cosy as they had lunch together in Sherman Oaks, California.
The sighting appears to suggest Labeouf, 29, has split from actress Mia following their heated altercation in Tubingen, Germany, in July, when the "Transformers" star was overheard saying he would've "killed" his partner.
The pair were filmed having an argument on the street and footage shows him telling locals he was afraid of what he might have done had he not walked away.