The triple-double was the first of Durant's career.
Russell Westbrook poured in 30 points to go with seven assists and five steals for the Thunder, who improved to 8-3.
Kevin Martin came off the bench to pump in 23 points, including five 3-pointers, and dish off five assists.
Stephen Curry connected on 4-of-8 treys en route to 22 points to go with six assists for Golden State.
David Lee contributed 19 points, 10 rebounds and five assists for the Warriors.