| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Muskegon Lumberjacks | USHL | 33 | 1 | 3 | 4 | 0.121 | 0.0715 | 0.0713 | 0.3640 | 0.3631 |
| 2015-16 | — | NAHL | 53 | 10 | 20 | 30 | 0.566 | 0.2079 | 0.2048 | 0.5974 | 0.5886 |
| 2016-17 | Coulee Region Chill | NAHL | 58 | 20 | 39 | 59 | 1.017 | 0.3737 | 0.3479 | 1.0737 | 0.9995 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Army | D1 | AHA | SR | 14 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Army | D1 | AHA | JR | 16 | 1 | 1 | 2 | 0.125 |
| 2018-19 | Army | D1 | AHA | SO | 29 | 1 | 4 | 5 | 0.172 |
| 2017-18 | Army | D1 | AHA | FR | 13 | 1 | 1 | 2 | 0.154 |
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.