Translation:That is cheap.
billig - cheap (poor quality)
günstig - cheap
Why is "This is cheap" wrong?
It's not wrong. It's one of the accepted answers.
"That is low budget" is correct and "That is low cost" is incorrect?!?! Come on.
If anything, the first should be excluded. Budget and cost are two different concepts. Planned vs actual.