The chase ended before 9 p.m. near the home on Avenue 41. Police said the three suspects ran out of a red sedan and into the home, prompting authorities to swarm the area.
More than a dozen people were evacuated from inside the home, including several small children. All of them came out of the home with their hands raised.
Once the home was cleared, heavily armed officers entered and the suspects were taken into custody.