| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Aberdeen Wings | NAHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2015-16 | Cowichan Valley Capitals | BCHL | 53 | 16 | 23 | 39 | 0.736 | 0.2835 | 0.2883 | 1.0708 | 1.0890 |
| 2016-17 | Cowichan Valley Capitals | BCHL | 49 | 21 | 23 | 44 | 0.898 | 0.3460 | 0.3342 | 1.3069 | 1.2623 |
| 2017-18 | — | NAHL | 43 | 12 | 19 | 31 | 0.721 | 0.2649 | 0.2457 | 0.7609 | 0.7056 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Trine | D3 | NCHA | — | 12 | 3 | 3 | 6 | 0.500 |
| 2021-22 | Trine | D3 | NCHA | — | 0 | 0 | 0 | 0 | 0.000 |
| 2020-21 | Trine | D1 | NCHA | JR | 14 | 4 | 7 | 11 | 0.786 |
| 2020-21 | Trine | D3 | NCHA | — | 14 | 4 | 7 | 11 | 0.786 |
| 2019-20 | Adrian | D1 | NCHA | SO | 2 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Adrian | D3 | NCHA | — | 2 | 0 | 0 | 0 | 0.000 |
| 2018-19 | Adrian | D1 | NCHA | FR | 14 | 2 | 4 | 6 | 0.429 |
| 2018-19 | Adrian | D3 | NCHA | — | 14 | 2 | 4 | 6 | 0.429 |
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.