Combine process cheese and cream cheese in a large bowl; beat on medium speed of an electric mixer until smooth.
Add garlic and pecans; mix well.
Divide mixture into 2 equal portions.
Shape each into an 8-inch log, and roll in chili powder.
Cover and chill several hours or overnight.
Serve with crackers.