| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Alberni Valley Bulldogs | BCHL | 7 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2016-17 | Iroquois Falls Storm | NOJHL | 54 | 27 | 41 | 68 | 1.259 | 0.2123 | 0.2014 | 0.5232 | 0.4964 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Wisconsin-Stevens Point | D3 | WIAC | GR | 28 | 9 | 8 | 17 | 0.607 |
| 2020-21 | Wisconsin-Stevens Point | D3 | BigTen | SR | 10 | 2 | 2 | 4 | 0.400 |
| 2019-20 | Wisconsin-Stevens Point | D3 | BigTen | JR | 26 | 2 | 6 | 8 | 0.308 |
| 2018-19 | Wisconsin-Stevens Point | D3 | BigTen | SO | 18 | 3 | 2 | 5 | 0.278 |
| 2017-18 | Wisconsin-Stevens Point | D3 | BigTen | FR | 22 | 0 | 2 | 2 | 0.091 |
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.