The shooting happened at about 7:45 p.m. in the 5600 block of Antoine at Tidwell, near the Forest Lake Community.
Officers say one man was chasing another man with a rifle, and now one of them is dead. Police didn't immediately say who the victim was.
Neither a description of the suspect nor the identity of the victim was immediately released.
This is an ongoing investigation.