The KBW Bank Index spent most of Thursday in negative territory as investors cashed in gains from Wednesday's rally.

"It's a slight pullback from yesterday's strong run," said Matthew Shields, a trader at FIG Partners LLC. The index rose 4.26% Wednesday.

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