Best Online Trading Company?

Stacy Uden asks: "What is your favorite online trading company? Which one is the best? I am a newbie to online trading, and I am looking to jump into the game. I have heard good things about E*Trade, Charles Schwab, and Vanguard, but I would like to hear the opinion of the Slashdot community! "