| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | — | NAHL | 54 | 13 | 14 | 27 | 0.500 | 0.1857 | 0.1923 | 0.5294 | 0.5481 |
| 2013-14 | Fargo Force | USHL | 53 | 4 | 6 | 10 | 0.189 | 0.1202 | 0.1142 | 0.5655 | 0.5371 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Bentley | D1 | AHA | SR | 37 | 2 | 6 | 8 | 0.216 |
| 2016-17 | Bentley | D1 | AHA | JR | 39 | 4 | 8 | 12 | 0.308 |
| 2015-16 | Bentley | D1 | AHA | SO | 21 | 4 | 2 | 6 | 0.286 |
| 2014-15 | Bentley | D1 | AHA | FR | 32 | 5 | 11 | 16 | 0.500 |
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.