The correct conclusion the student can make is: The substance is not glucose based.
In a Benedict's test, the reagent (Benedict's solution) is used to test for reducing sugars, such as glucose. If there is no color change after adding the reagent and heating, it indicates that the substance does not contain reducing sugars, thus the substance is not glucose based.