Final answer:
The word that completes the sentence is 'at', meaning experiencing great joy or satisfaction.
Step-by-step explanation:
The word that completes the sentence is at.
Therefore, the sentence should read: He exulted at his rival's failure. The word at in this context means experiencing great joy or satisfaction as a result of his rival's failure.