I've had excellent results the past two years with the newer heat-resistant varieties. My favorite right now is -
The multi-plant image in the link was taken late in the season; it not only survives the heat but it blooms very well.
I park its container on the leeward (northeast) side of some taller shrubs and a birch tree to block out some of the hot, southwest winds and sun.