Officers said they tried to pull over Jonathon Gilkey and Coti Randrup around midnight near Cedar and Herndon, but they refused to stop. They said Gilkey ended up crashing the motorcycle near Peach and Shepherd.
Both Gilkey and Randrup were seriously injured in the crash.
Investigators say Gilkey is on parole and now faces felony charges. Randrup is facing misdemeanor charges.