| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | — | BCHL | 26 | 1 | 4 | 5 | 0.192 | 0.0741 | 0.0790 | 0.2799 | 0.2986 |
| 2013-14 | Nanaimo Clippers | BCHL | 53 | 3 | 6 | 9 | 0.170 | 0.0654 | 0.0667 | 0.2471 | 0.2522 |
| 2014-15 | Nanaimo Clippers | BCHL | 43 | 4 | 11 | 15 | 0.349 | 0.1344 | 0.1309 | 0.5076 | 0.4943 |
| 2015-16 | Nanaimo Clippers | BCHL | 52 | 9 | 20 | 29 | 0.558 | 0.2149 | 0.1978 | 0.8116 | 0.7469 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Alaska Anchorage | D1 | WCHA | SR | 24 | 2 | 1 | 3 | 0.125 |
| 2018-19 | Alaska Anchorage | D1 | WCHA | JR | 34 | 1 | 3 | 4 | 0.118 |
| 2017-18 | Alaska Anchorage | D1 | WCHA | SO | 30 | 1 | 0 | 1 | 0.033 |
| 2016-17 | Alaska Anchorage | D1 | WCHA | FR | 20 | 0 | 0 | 0 | 0.000 |
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.