| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Cowichan Valley Capitals | BCHL | 55 | 0 | 7 | 7 | 0.127 | 0.0474 | 0.0462 | 0.1855 | 0.1807 |
| 2015-16 | Cowichan Valley Capitals | BCHL | 53 | 0 | 5 | 5 | 0.094 | 0.0351 | 0.0323 | 0.1374 | 0.1265 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Concordia | D3 | MIAC | SR | 18 | 0 | 1 | 1 | 0.056 |
| 2019-20 | Concordia (WI) | D3 | — | SR | 18 | 0 | 1 | 1 | 0.056 |
| 2018-19 | Concordia | D3 | MIAC | JR | 23 | 0 | 4 | 4 | 0.174 |
| 2018-19 | Concordia (WI) | D3 | — | JR | 23 | 0 | 4 | 4 | 0.174 |
| 2017-18 | Concordia | D3 | MIAC | SO | 26 | 1 | 3 | 4 | 0.154 |
| 2017-18 | Concordia (WI) | D3 | — | SO | 26 | 1 | 3 | 4 | 0.154 |
| 2016-17 | Concordia | D3 | MIAC | FR | 25 | 2 | 8 | 10 | 0.400 |
| 2016-17 | Concordia (WI) | D3 | — | FR | 25 | 2 | 8 | 10 | 0.400 |
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.