| Season | Team | League | Division | GP | W | L | T | OTL | SOL | Pts | Pct | GF | GA | PIM | Atten. | Coach | Result |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1936-37 | Pittsburgh Hornets | IAHL | Western | 48 | 22 | 23 | 3 | 0 | 0 | 47 | 0.490 | 122 | 124 | 0 | Donnie Hughes | Lost in round 2 | |
| 1937-38 | Pittsburgh Hornets | IAHL | Western | 48 | 22 | 18 | 8 | 0 | 0 | 52 | 0.542 | 100 | 104 | 0 | Donnie Hughes | Lost in round 1 | |
| 1938-39 | Pittsburgh Hornets | IAHL | Western | 54 | 22 | 28 | 4 | 0 | 0 | 48 | 0.444 | 176 | 166 | 0 | Larry Aurie | Out of Playoffs | |
| 1939-40 | Pittsburgh Hornets | IAHL | IAHLW | 56 | 25 | 22 | 9 | 0 | 0 | 59 | 0.527 | 152 | 133 | 0 | Larry Aurie | Lost in Finals | |
| 1940-41 | Pittsburgh Hornets | AHL | AHLW | 56 | 21 | 29 | 6 | 0 | 0 | 48 | 0.429 | 156 | 170 | 0 | Larry Aurie | Lost in round 2 | |
| 1941-42 | Pittsburgh Hornets | AHL | AHLW | 56 | 23 | 28 | 5 | 0 | 0 | 51 | 0.455 | 210 | 223 | 0 | Larry Aurie | Out of Playoffs | |
| 1942-43 | Pittsburgh Hornets | AHL | 56 | 26 | 24 | 6 | 0 | 0 | 58 | 0.518 | 183 | 203 | 0 | Larry Aurie | Lost in round 1 | ||
| 1943-44 | Pittsburgh Hornets | AHL | Western | 52 | 12 | 31 | 9 | 0 | 0 | 33 | 0.317 | 140 | 181 | 0 | Larry Aurie | Out of Playoffs | |
| 1944-45 | Pittsburgh Hornets | AHL | Western | 60 | 26 | 27 | 7 | 0 | 0 | 59 | 0.492 | 267 | 247 | 0 | Max Kaminsky | Out of Playoffs | |
| 1945-46 | Pittsburgh Hornets | AHL | Western | 62 | 30 | 22 | 10 | 0 | 0 | 70 | 0.565 | 262 | 226 | 0 | Max Kaminsky | Lost in round 2 | |
| 1946-47 | Pittsburgh Hornets | AHL | Western | 64 | 35 | 19 | 10 | 0 | 0 | 80 | 0.625 | 260 | 188 | 561 | Max Kaminsky | Lost in Finals | |
| 1947-48 | Pittsburgh Hornets | AHL | Western | 68 | 38 | 18 | 12 | 0 | 0 | 88 | 0.647 | 238 | 170 | 696 | Bob Davidson | Lost in round 1 | |
| 1948-49 | Pittsburgh Hornets | AHL | Western | 68 | 39 | 19 | 10 | 0 | 0 | 88 | 0.647 | 301 | 175 | 778 | Bob Davidson | Out of Playoffs | |
| 1949-50 | Pittsburgh Hornets | AHL | Western | 70 | 29 | 26 | 15 | 0 | 0 | 73 | 0.521 | 215 | 185 | 699 | Davidson, Bastien {+} | Out of Playoffs | |
| 1950-51 | Pittsburgh Hornets | AHL | Western | 71 | 31 | 33 | 7 | 0 | 0 | 69 | 0.486 | 212 | 177 | 877 | Tommy Anderson | Lost in Finals | |
| 1951-52 | Pittsburgh Hornets | AHL | Western | 68 | 46 | 19 | 3 | 0 | 0 | 95 | 0.699 | 267 | 179 | 862 | Francis "King" Clancy | Won Championship | |
| 1952-53 | Pittsburgh Hornets | AHL | 64 | 37 | 21 | 6 | 0 | 0 | 80 | 0.625 | 223 | 149 | 857 | Francis "King" Clancy | Lost in Finals | ||
| 1953-54 | Pittsburgh Hornets | AHL | 70 | 34 | 31 | 5 | 0 | 0 | 73 | 0.521 | 250 | 222 | 0 | Aldege "Baz" Bastien | Lost in round 1 | ||
| 1954-55 | Pittsburgh Hornets | AHL | 64 | 31 | 25 | 8 | 0 | 0 | 70 | 0.547 | 187 | 180 | 0 | Howie Meeker | Won Championship | ||
| 1955-56 | Pittsburgh Hornets | AHL | 64 | 43 | 17 | 4 | 0 | 0 | 90 | 0.703 | 271 | 186 | 1369 | Howie Meeker | Lost in round 1 |