| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Cedar Rapids RoughRiders | USHL | 58 | 11 | 21 | 32 | 0.552 | 0.3513 | 0.3521 | 1.6533 | 1.6572 |
| 2013-14 | Cedar Rapids RoughRiders | USHL | 56 | 13 | 17 | 30 | 0.536 | 0.3411 | 0.3260 | 1.6053 | 1.5340 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Michigan Tech | D1 | WCHA | SR | 37 | 4 | 9 | 13 | 0.351 |
| 2017-18 | Michigan Tech | D1 | WCHA | SR | 43 | 7 | 12 | 19 | 0.442 |
| 2016-17 | Michigan Tech | D1 | WCHA | JR | 12 | 2 | 2 | 4 | 0.333 |
| 2015-16 | Michigan Tech | D1 | WCHA | SO | 21 | 6 | 8 | 14 | 0.667 |
| 2014-15 | Michigan Tech | D1 | WCHA | FR | 41 | 8 | 12 | 20 | 0.488 |
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.