Investment banks are slugging it out over stock trading.

For years, equities had taken a back seat to the bigger and often more-profitable business of buying and selling fixed-income securities and commodities.But as those units are squeezed by new regulation and uncooperative markets, banks are putting more muscle behind catering to the trading needs of equity investors.