Methods and apparatus to predict software values are disclosed. In one example, a method identifies a variable associated with one or more machine readable instructions, determines a predicted value of the variable based on a pattern, generates a value prediction instruction to predict a run-time value using the predicted value of the variable based on the pattern, and combines the value prediction instruction with the one or more machine readable instructions.