Without a doubt, the deepest discount brokerage firm for highly active traders is
Interactive Brokers, no contest. Instead of paying per trade commissions, you pay per share.
The only drawback is the $10,000 account minimum.
Another heavily discounted
brokerage firm is
TradeKing.
TradeKing is a top notch broker that offers $4.95 trade commissions.