The quake at 9:37 p.m. was centered near the city of Bell, according to the USGS.
The agency recorded a second, similar quake just a few minutes later in the same area.
Southern Californians were reporting on social media feeling strong jolts and shaking. A USGS map indicates the shaking was felt as far north as the San Fernando Valley and south to Orange County.
No damage was initially reported.