The big downside on a portable unit is most are 110v. I had a heat pump go out on a 2 month old new unit once. The problem was to keep the warranty, I had to replace the compressor with a OEM unit. There were none in Phoenix and its JULY. We had to wait a week to get one in (They said Calif, But I think it came from Japan). Needless to say, I really didn't want to lock the house up and move into a hotel, so I rented a nice portable unit. I closed off part of the house which meant that I only needed to cool the Kitchen, Family room + office/bedroom (est 900 sqft). It did a great job and kept the rooms reasonable. But I used enough electric power during that week to cool the house for a Month. OUCH ! I figure you 600sqft could be done, but I don't want to see the electric bill.
I did a window unit in my 3 car garage a few years back. Its 220v 24k btu and it will in July cool that entire area down to less than 80 in about 35 minutes. The good news is that it can easily handle bringing a HOT vehicle in, but cannot keep up when you bring in 2 cars that are hot.