Investigators believe both vehicles were involved in the shooting Monday night in the 13000 block of East End Avenue.
One man was injured and is recovering, but another was killed when an argument turned violent.
Only one of the suspects is in custody.
Anyone with information was urged to call the WeTip hotline at (800) 78-crime.