In which circumstance a married couple should file separate?

My wife is LLC owner (Childcare). In 2024, she got grant money from the state, and she didn't finish paying her estimate 2024 taxes. Is filing together will increase my tax liability? I work for a private company that deducts my taxes automatically.

Thank you.