Adding to the consensus, you've burned out your adrenal receptors which is why you don't get a rise from stimulants and feel tired all the time.
As other posters have mentioned, cut back gradually. Either eliminate one source of stims at a time, dropping another after a week or so and so on or cut all of them back a little at a time simultaneously. Remember that all the caffeine in the world won't make you deadlift the moon. At best, you'll get a few extra pounds on top of a set.
Maybe even seek help from a substance abuse counselor. You may not be hooked on meth or some **** but you do have an addiction and working with someone to get to the root of it can only be helpful.
I'm guessing it's to rush gains though, in which case you can't, not without steroids but with your track record I'd leave them alone altogether. Sounds like it would be a quick trip to a limp dick, small nuts and tits for you.
Try creatine, CoQ10 and B-Vitamins. You won't feel a headrush but these supps actually increase your lifting capacity through various pathways, it's not just an adrenal flood. After a week or two weight will start to feel much lighter, you will be able to crank out more reps and sets than without and you won't feel like a fried egg. Plus they offer health benefits over and above gym performance where what you are doing now can only be unhealthy.
Before you take anything read the labels, understand what the ingredients are and make an intelligent choice as to whether or not you should use it at all, stack it with current supps or just leave it be. Marketing hype is great but you need to know what they are pushing and how it fits you, if at all. Don't buy the sizzle without investigating the steak.