The Australian rookie set a 1m28.612s with five minutes left in the session to top the timesheet, having also taken pole for Virtuosi Racing at the season opener in Bahrain.
Vips, who took part in his first Formula 1 practice session for Red Bull earlier on Friday, had been running in 21st until a last-minute flying lap put him up to second by just 0.02s.
