 On review aggregation website Rotten Tomatoes, it received a 76% approval rating, based on 68 reviews, with a weighted average of 6.83/10.The critical consensus reads, ""In a Valley of Violence" offers a smartly conceived homage to classic Westerns that transcends pastiche with absurdist humor and a terrific cast.