| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | Fairbanks Ice Dogs | NAHL | 38 | 1 | 3 | 4 | 0.105 | 0.0387 | 0.0431 | 0.1111 | 0.1238 |
| 2016-17 | Coulee Region Chill | NAHL | 53 | 8 | 22 | 30 | 0.566 | 0.2079 | 0.2203 | 0.5974 | 0.6332 |
| 2017-18 | Coulee Region Chill | NAHL | 50 | 11 | 21 | 32 | 0.640 | 0.2351 | 0.2375 | 0.6755 | 0.6825 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Army | D1 | AHA | SR | 33 | 2 | 13 | 15 | 0.455 |
| 2020-21 | Army | D1 | AHA | JR | 5 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Army | D1 | AHA | SO | 17 | 0 | 3 | 3 | 0.176 |
| 2018-19 | Army | D1 | AHA | FR | 33 | 2 | 3 | 5 | 0.151 |
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.