While EMD's E-units were successful passenger engines, their A1A-A1A wheel arrangement made them less useful in mountainous terrain. Several railroads had tried EMD's F3 in passenger service, but there was insufficient water capacity in an A-unit fitted with dynamic brakes. The Atchison, Topeka and Santa Fe Railway's solution was to replace the steam generators in A-units with a water tank, and so only fitted steam generators in to the B-units. The Northern Pacific Railway's solution was to fit extra water tanks in to the first baggage car, and to pipe the water to the engines. The real breakthrough however, came when EMD recognized the problem and added the stretched, custom-built FP7 to its catalog.
A total of 378 cab-equipped lead A units were built; unlike the freight series, no cabless booster B units were sold. Regular F7B units were sometimes used with FP7 A units, since they, lacking cabs, had more room for water and steam generators. The FP7 and its successor, the FP9, were offshoots of GM-EMD's highly successful F-unit series of cab unit freight diesels.
It is important to note that F3s, F7s, and F9s equipped for passenger service are not FP-series locomotives, which although similar in appearance have distinctive differences, including but not limited to the greater body length.
The extra of length was added behind the first body-side porthole, and can be recognised by the greater distance between that porthole and the first small carbody filter grille. The corresponding space beneath the body, behind the front truck, was also opened up; this either remained an empty space or was filled with a distinctive water tank shaped like a barrel mounted transversely.
| Railroad | Quantity FP7 | Quantity F7B (where bought with FP7) | Road numbers FP7 | Road numbers F7B | Notes |
|---|---|---|---|---|---|
| Electro-Motive Division (demonstrator) | | | | | to Soo Line (Wisconsin Central) 2500A, 2500B, 2501B |
| Electro-Motive Division (demonstrator) | | | | | to Soo Line 500A, 500B, 501B |
| Atlanta and West Point Rail Road | | | | | |
| Atlantic Coast Line | | | | | |
| Alaska Railroad | | | | | |
| Chicago and Eastern Illinois Railroad | | | | | |
| Chesapeake and Ohio Railway | | | | | |
| Chicago Great Western Railway | | | | | |
| Chicago, Rock Island and Pacific Railroad | | | | | Commuter service |
| Clinchfield Railroad | | | | | |
| Ferrocarriles Nacionales de México | | | | | |
| Ferrocarril Sonora-Baja California | | | | | |
| Florida East Coast Railway | | | | | |
| Georgia Railroad | | | | | |
| Louisville and Nashville Railroad | | | | | |
| Milwaukee Road | | | | | 90–94 renumbered 60–64 for freight service |
| Missouri-Kansas-Texas Railroad | | | | | |
| Northern Pacific Railway | | | | | |
| Pennsylvania Railroad | | | | | |
| Reading Company | | | | | |
| Richmond, Fredericksburg and Potomac Railroad | | | | | |
| Arabian American Oil Company (Saudi Arabia) | | | | | |
| St. Louis-San Francisco Railway | | | | | |
| Soo Line | | | | | |
| Soo Line (Wisconsin Central Railway) | | | | | |
| Southern Railway (Cincinnati, New Orleans and Texas Pacific Railway) | | | | | |
| Southern Pacific Company | | | | | |
| St. Louis Southwestern Railway (“Cotton Belt”) | | | | | |
| Union Pacific Railroad | | | | | |
| Western Railway of Alabama | | | | | |
| Western Pacific Railroad | | | | | |
| Totals | 322 | 59 | |||
| Railroad | Quantity FP7 | Quantity F7B (where bought with FP7) | Road numbers FP7 | Road numbers F7B | Notes |
|---|---|---|---|---|---|
| Canadian Pacific Railway | | | | | |
| Ontario Northland Railway | | | | | |
| Totals | 57 | 29 | |||