LOS ANGELES — The bloody World War II drama “Fury” blew past “Gone Girl” at theaters this weekend.

“Gone Girl” was tops at the box office for two weeks before Brad Pitt and his rag-tag group of tank mates in “Fury” blasted the film to second place. Sony’s “Fury” captured $23.5 million in ticket sales during its opening weekend, according to studio estimates Sunday. Fox’s “Gone Girl” followed with $17.8 million.

The week’s top two films are R-rated adult dramas, followed by two PG films.

“The fall movie season is all about making the transition from PG-13 world of summer to the R-rated, edgier world of the fall and awards season,” said Paul Dergarabedian, senior media analyst for box-office tracker Rentrak.

The animated Fox feature “The Book of Life” opened in third place with $17 million, followed by Disney’s “Alexander and the Terrible, Horrible, No Good, Very Bad Day” with $12 million.