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"Hancock still in it tonight but 'mulling over' whether to continue in the race and might make a decision tomorrow," the BBC's political editor Laura Kuenssberg said on Twitter.
Interior minister Sajid Javid remained committed to his own campaign for now, she added.
Hancock narrowly avoided being eliminated in a first round of voting by Conservative lawmakers earlier on Thursday, and Javid did only a little better.