It's a decent option. Nine bucks one way from McCarran to downtown Las Vegas. No reservation needed.
It took a little longer to get a full shuttle to downtown Vegas (at least on a Thursday during the mid-day) so I ended up waiting about 20 minutes to get on the shuttle. But it's definitely an economical option. The driver was also generally friendly.