Klopp has insisted he will not dish out appearances "like Christmas presents.
Ferrari's Charles Leclerc was second in an action-packed race.
Win gives Madrid a seven-point lead over Barcelona, who play later on Sunday away at in-form Villarreal.
Six of the 20 drivers remained standing.
With just five games left to the end of the season, Timbe is optimistic of featuring more and impressing.