Labubu is a quirky monster character created by Hong Kong-born artist Kasing Lung, and popularised through a collaboration with toy store Pop Mart.
Since gaining celebrity status they've gone viral as a fashion accessory.
In the UK, prices can range from £13.50 to £50, with rare editions going for hundreds of pounds on resale sites such as Vinted and eBay.
Pop Mart said it was working on a fairer system for when the toys return to its shelves.
But fans on social media were not happy at the decision to pull the dolls.
"It's your fault for drip feeding stock to us that's caused this hype," one commented on Pop Mart's Instagram post.
Others vented their anger at resellers.
"Buyers are re-selling them for £100 for one Labubu, which is unacceptable. How come they get to buy and other people can't?!" one said.
"Sooo upset that resellers ruin everything," replied another.