| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Moose Jaw Warriors | WHL | 48 | 1 | 5 | 6 | 0.125 | 0.0608 | 0.0608 | 0.3063 | 0.3063 |
| 2020-21 | Moose Jaw Warriors | WHL | 16 | 2 | 2 | 4 | 0.250 | 0.1216 | 0.1216 | 0.6126 | 0.6126 |
| 2021-22 | Flin Flon Bombers | SJHL | 37 | 0 | 8 | 8 | 0.216 | 0.0554 | 0.0546 | 0.1602 | 0.1578 |
| 2022-23 | Flin Flon Bombers | SJHL | 54 | 7 | 23 | 30 | 0.556 | 0.1423 | 0.1330 | 0.4118 | 0.3850 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Chatham | D1 | — | SR | 13 | 2 | 5 | 7 | 0.538 |
| 2019-20 | Chatham | D1 | — | JR | 23 | 3 | 11 | 14 | 0.609 |
| 2018-19 | Chatham | D1 | — | SO | 25 | 6 | 7 | 13 | 0.520 |
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.