The Uruguayan finished the season with 40 goals as he beat the Real Madrid man into second and became the first man to win the prize other than the duo since Diego Forlan.
Barcelona striker Luis Suarez has won the Pichichi award for the top scorer in La Liga and becomes the first winner other than Lionel Messi and Cristiano Ronaldo since 2009.
The former Liverpool striker finished the campaign with 40 goals, beating Ronaldo's 35. Suarez ended the season in style, as a hat trick in a 3-0 win at Granada won the league title for Barcelona and handed the Uruguayan the individual award.