Combine sugar and syrup in a large pot. Bring to a full boil, stirring constantly. Remove from heat.
Add vanilla extract and peanut butter; stir until smooth. Add cereal and mix thoroughly.
Butter clean hands and shape into 1 ½ to 2” balls. Place on wax paper to cool completely; store in airtight container.