2.7 million self-assessment customers were yet to file just hours before the deadline.
HMRC says that home workers are not affecting call centre performance.
Revenue is up by £48bn on the same period last year.
Over half of UK taxpayers receive more in benefits than they pay in tax.
Self-assessment taxpayers only have 11 days to file their returns.