| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Winnipeg Blues | MJHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2014-15 | Winnipeg Blues | MJHL | 36 | 5 | 16 | 21 | 0.583 | 0.1123 | 0.1202 | 0.3678 | 0.3936 |
| 2015-16 | Winnipeg Blues | MJHL | 56 | 18 | 31 | 49 | 0.875 | 0.1684 | 0.1714 | 0.5518 | 0.5616 |
| 2016-17 | Minot Minotauros | NAHL | 54 | 21 | 32 | 53 | 0.982 | 0.3606 | 0.3517 | 1.0360 | 1.0104 |
| 2017-18 | Sioux Falls Stampede | USHL | 51 | 13 | 26 | 39 | 0.765 | 0.4511 | 0.4036 | 2.2967 | 2.0548 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | UMass Lowell | D1 | HockeyEast | SR | 34 | 8 | 12 | 20 | 0.588 |
| 2020-21 | UMass Lowell | D1 | HockeyEast | JR | 19 | 5 | 10 | 15 | 0.789 |
| 2019-20 | UMass Lowell | D1 | HockeyEast | SO | 14 | 1 | 7 | 8 | 0.571 |
| 2018-19 | UMass Lowell | D1 | HockeyEast | FR | 36 | 8 | 12 | 20 | 0.556 |
How to read this: NCAAe and D3e factors convert a player's junior PPG into expected NCAA scoring at the D1 or D3 level. Harder conferences → lower projected PPG for the same player. A strong junior player (e.g. USHL 0.90 PPG) will project much higher in NESCAC than Big Ten because the D3 scoring environment is lower-difficulty.
Strength factor: conferences above 1.0 are harder than average; below 1.0 are easier. The formula is: Base NCAAe PPG ÷ Conference Strength = Projected PPG.