My Williams failed it's MOT on emissions because, unbeknownst to be, it was fitted with a decat pipe (it all makes sense now!)

So the garage is getting a Cat and putting it on to pass the MOT.

The question is, however, after the MOT do I put the decat back on or not? I know it will sound "better" but I'm more interested in power and fuel usage.