The Hitech pair were in a league of their own in the middle sector of the lap, which ultimately proved decisive in the battle for pole.
Lawson was fourth after the initial runs, but an impressive final lap allowed him to remain ahead of teammate Vips.
Vips led the way in practice and looked on course to take top spot until a small mistake on his final effort.
It was another strong performance from Oscar Piastri, who continues to be the lead Prema driver over one lap.
Piastri was nearly 0.3s down on Lawson in the middle sector, suggesting Hitech perhaps were running slightly more downforce.
Theo Pourchaire and Dan Ticktum completed the top five in qualifying.
Next up was Marcus Armstrong and Ralph Boschung in sixth and seventh, while points leader Guanyu Zhou was eighth fastest after a late lap propelled him into the top ten.
Jehan Daruvala and Robert Shwartzman completed the top ten, with the pair set to start tomorrow…