| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Aberdeen Wings | NAHL | 58 | 10 | 10 | 20 | 0.345 | 0.1267 | 0.1303 | 0.3639 | 0.3741 |
| 2015-16 | Aberdeen Wings | NAHL | 60 | 13 | 25 | 38 | 0.633 | 0.2327 | 0.2289 | 0.6684 | 0.6576 |
| 2016-17 | Jersey Hitmen | USPHL-Premier-Classic | 45 | 27 | 33 | 60 | 1.333 | 0.3743 | 0.3557 | 1.0962 | 1.0417 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Army | D1 | AHA | SR | 21 | 5 | 5 | 10 | 0.476 |
| 2019-20 | Army | D1 | AHA | JR | 16 | 1 | 1 | 2 | 0.125 |
| 2018-19 | Army | D1 | AHA | SO | 25 | 2 | 0 | 2 | 0.080 |
| 2017-18 | Army | D1 | AHA | FR | 24 | 2 | 7 | 9 | 0.375 |
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.