The quickest in terms of tick-to-trade (MD received to trade) are certainly all hardware, but having better connectivity changes the game by a lot. Latency arb trades generally aren't that great, the most competitive in terms of PnL don't depend on (but usually utilize) tick-to-trade style speed.