Some of the largest US brokers are profiting at the expense of their clients by sending orders to the cheapest execution venues, where they are picked off by high-frequency trading firms, according to a new report.

Brokers in the US and Europe are generally required by regulators to secure the best execution for their clients' trades, which broadly means finding the best price from across a range of trading venues.