In my location in the US, all three come when you call.
All three are sent for most vehicular accidents for traffic control (state police, county sheriff, or city), fire suppression (volunteer FD, usually), and medical services (sometimes volunteer, especially in the county). Judging by the comments below, I suspect there's an advantage to living in an area that doesn't have tax money to blow. ;)