Even if a candidate fails the prescreening round, it will still be counted as a response. However, note that credits will not be deducted since the candidate did not complete the interview.
You can check the candidates who did not qualify in the "not qualified" section.
Rest assured, you won't be charged if the candidate fails the pre-screening or the Qualifying question round.