In one of the most volatile days ever on Wall Street, bank stocks managed to outperform the broader markets throughout the session.

After trading down modestly for much of the morning, the Dow Jones industrial average lost as much as 168 points, or more than 3%, in midday trading over corporate earnings concerns and on panic selling following Monday's 161-point loss.

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