Planning a trip to Vegas in October...should I book now or wait?

I am planning a surprise birthday trip for my husband to Las Vegas in the beginning of October. I have decided I want to stay at the MGM Signature. We are flying from the east coast & renting a car for the week (want to go to the Grand Canyon, Hoover Dam, etc). Will the rates improve closer to the date or should I book it now?