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The DGA and PGA are the best predictors of how the Best Picture race will go.

From GoldDerby: Since the Directors Guild of America aligned itself with the Oscars calendar in 1950, all but seven of its winners for Best Director have repeated at the Oscars. However, the guild does less well predicting the five Oscar nominees. In its first 15 years, there were anywhere from four to 18 DGA nominees. From 1963 – 1965, it went with five before going to 10 for the rest of the decade. Finally, beginning in 1970 it enshrined the number of nominees as five. And since then, there have only been five years where it previewed the exact lineup of Oscar contenders. 

The nominees are:

Alejandro G. Inarritu, The Revenant

Tom McCarthy, Spotlight

Adam McKay, The Big Short

George Miller, Mad Max: Fury Road

Ridley Scott, The Martian