Most recruiters I speak with do read cover letters, but only after looking at a CV they think is a good fit. They want to make sure you meet the qualifications before spending the extra time.
who's worked as a recruiter at companies like Nvidia and Google, is "doubtful" it's really that many. Still, she says, you should "have a well written, compelling cover letter on hand at all times." ...