A high-performance Corvette Z06 or ZR1 will almost certainly outperform even the most powerful Mustang Shelby GT500. However, a base model Mustang might be slower than a base model Corvette.
To get a definitive answer, you need to specify the exact make, model, and year of both the Mustang and the Corvette you're comparing.