| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Orono High | USHS-MN | 25 | 10 | 19 | 29 | 1.160 | 0.1469 | 0.1363 | 0.2818 | 0.2615 |
| 2015-16 | Carleton Place Canadians | CCHL | 58 | 6 | 11 | 17 | 0.293 | 0.0636 | 0.0630 | 0.2268 | 0.2247 |
| 2016-17 | Nanaimo Clippers | BCHL | 36 | 4 | 8 | 12 | 0.333 | 0.1284 | 0.1213 | 0.4851 | 0.4582 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Gustavus Adolphus | D1 | MIAC | SR | 5 | 1 | 1 | 2 | 0.400 |
| 2020-21 | Gustavus Adolphus | D3 | MIAC | SR | 5 | 1 | 1 | 2 | 0.400 |
| 2019-20 | Gustavus Adolphus | D1 | MIAC | JR | 26 | 3 | 8 | 11 | 0.423 |
| 2019-20 | Gustavus Adolphus | D3 | MIAC | JR | 26 | 3 | 8 | 11 | 0.423 |
| 2018-19 | Gustavus Adolphus | D1 | MIAC | SO | 24 | 1 | 7 | 8 | 0.333 |
| 2018-19 | Gustavus Adolphus | D3 | MIAC | SO | 24 | 1 | 7 | 8 | 0.333 |
| 2017-18 | Gustavus Adolphus | D3 | MIAC | FR | 26 | 2 | 9 | 11 | 0.423 |
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.