Stir the sugar, corn syrup, utter, and vanilla extract over medium heat until the butter is melted and the sugar is dissolved.
Mix the Chex cereal, Golden Grahams, slivered almonds, and shredded coconut together in a large bowl.
Pour the sugar mixture over the cereal mixture and gently stir until all of the Chex Mix is covered.