| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Coulee Region Chill | NA3HL | 35 | 1 | 2 | 3 | 0.086 | 0.0103 | 0.0102 | 0.0271 | 0.0269 |
| 2015-16 | Coulee Region Chill | NA3HL | 44 | 3 | 11 | 14 | 0.318 | 0.0383 | 0.0361 | 0.1005 | 0.0947 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Saint Mary's | D3 | — | SR | 24 | 1 | 5 | 6 | 0.250 |
| 2018-19 | Saint Mary's | D3 | — | JR | 25 | 0 | 1 | 1 | 0.040 |
| 2017-18 | Lawrence | D3 | ECAC | SO | 3 | 0 | 0 | 0 | 0.000 |
| 2017-18 | Saint Mary's | D3 | — | FR | 7 | 0 | 0 | 0 | 0.000 |
| 2016-17 | Lawrence | D3 | NCHA | FR | 1 | 0 | 0 | 0 | 0.000 |
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.