Joint Filing vs Separate Filing California

My wife and I just started new jobs. We are both making good money (100k+80k) 

Last year we filed jointly, but looking at the numbers, we need to add hundreds of dollars every paycheck of extra payments for taxes. 

Is there a good way of knowing if we would be paying less if we filed separately?