| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | — | BCHL | 55 | 5 | 3 | 8 | 0.145 | 0.0542 | 0.0581 | 0.2120 | 0.2274 |
| 2013-14 | — | BCHL | 55 | 8 | 18 | 26 | 0.473 | 0.1761 | 0.1807 | 0.6888 | 0.7069 |
| 2014-15 | — | BCHL | 58 | 35 | 48 | 83 | 1.431 | 0.5330 | 0.5221 | 2.0851 | 2.0426 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Michigan Tech | D1 | WCHA | SR | 38 | 11 | 15 | 26 | 0.684 |
| 2017-18 | Michigan Tech | D1 | WCHA | JR | 44 | 16 | 23 | 39 | 0.886 |
| 2016-17 | Michigan Tech | D1 | WCHA | SO | 45 | 11 | 11 | 22 | 0.489 |
| 2015-16 | Michigan Tech | D1 | WCHA | FR | 37 | 7 | 10 | 17 | 0.460 |
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.