The project was announced with Chris Pine and Elizabeth Olsen in the lead roles. Pine eventually dropped out and was replaced by Jeremy Renner.

Elizabeth Olsen experienced snowblindness while shooting the film.

Taylor Sheridan's first screenplay which he didn't write on spec. Sicario and Hell or High Water were written on spec.

Filmed on location in Park City, Utah. Coincidentally, the film would go on to have its world premiere in Park City at the 2017 Sundance Film Festival.

The final installment in Taylor Sheridan's thematic American Frontier trilogy (the other films being Sicario (2015) and Hell or High Water (2016)).

Elizabeth Olsen, Jeremy Renner, and Jon Bernthal are all part of the Marvel Cinematic Universe. Olsen as Scarlet Witch, Renner as Hawkeye, and Bernthal as The Punisher in Netflix's Daredevil.

Ian Bohen, Matthew Del Negro and Kelsey Asbille have all appeared in the hit MTV show Teen Wolf, but the three people share no scenes together in the show.

Elizabeth Olsen's and Jermery Renner's third collaboration, after Avengers: Age of Ultron (2015) and Captain America: Civil War (2016).

The Weinstein Company originally acquired the film for distribution.

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