Ironically, testosterone in theory is harder to get. Since it is widely used for sports doping, it's considered an anabolic steroid, and is a scheduled substance in the US, and so has a bit more oversight to prescribe and dispense. (But I imagine there's probably also a larger black market for it for the same reasons.)