Too much heat tape is possible, you want the heat tape to work a little to get the correct temperature.
Too many fans for the size of the inc is possible too, if they create any heat as some do.
I'd drop 2 of the fans and see what you have then.

Water bottles don't create heat, they hold the temperature stable.