Almost none of the energy drinks have enough of their extra ingredients to actually do anything... ginseng and taurine can be stimulating, but you need to take a lot more than they put in Red Bull.
If you're willing to branch out into other stimulants, I'd strongly recommend Kratom, feel free to ask if you have any questions.
Most energy drinks contain high doses of B vitamins. B vitamin deficiency causes fatigue, weakness, and depression. I'm not sure if mild B vitamin deficiency is common or if very high doses do the opposite, but I've noticed a bigger mental boost from some energy drinks than from a similar amount of caffeine without the vitamins.
If you're willing to branch out into other stimulants, I'd strongly recommend Kratom, feel free to ask if you have any questions.