| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Kenai River Brown Bears | NAHL | 57 | 6 | 8 | 14 | 0.246 | 0.0902 | 0.0983 | 0.2592 | 0.2826 |
| 2015-16 | Okotoks Oilers | AJHL | 53 | 4 | 6 | 10 | 0.189 | 0.0633 | 0.0650 | 0.1746 | 0.1794 |
| 2016-17 | Fairbanks Ice Dogs | NAHL | 50 | 11 | 6 | 17 | 0.340 | 0.1249 | 0.1239 | 0.3589 | 0.3559 |
| 2017-18 | Fairbanks Ice Dogs | NAHL | 59 | 24 | 27 | 51 | 0.864 | 0.3176 | 0.2993 | 0.9124 | 0.8597 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | LIU | D1 | — | JR | 9 | 0 | 1 | 1 | 0.111 |
| 2020-21 | Long Island Univ. | D1 | AHA | JR | 9 | 0 | 1 | 1 | 0.111 |
| 2019-20 | Alaska Anchorage | D1 | WCHA | SO | 32 | 7 | 7 | 14 | 0.438 |
| 2018-19 | Alaska Anchorage | D1 | WCHA | FR | 28 | 2 | 4 | 6 | 0.214 |
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.