Yes, the temperature can affect how an air compressor inflates balloons. If the air is too cold, the balloon may take longer to inflate, while if the air is too hot, the balloon may burst more easily. It's important to use the air compressor in a moderate temperature environment to avoid any issues with inflating the balloons.