| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Aberdeen Wings | NAHL | 55 | 8 | 20 | 28 | 0.509 | 0.1870 | 0.1920 | 0.5374 | 0.5517 |
| 2012-13 | — | NAHL | 56 | 8 | 15 | 23 | 0.411 | 0.1509 | 0.1473 | 0.4335 | 0.4233 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Saint John's | D3 | MIAC | SR | 14 | 4 | 2 | 6 | 0.429 |
| 2015-16 | Saint John's | D3 | MIAC | JR | 27 | 6 | 12 | 18 | 0.667 |
| 2014-15 | Saint John's | D3 | MIAC | SO | 25 | 4 | 9 | 13 | 0.520 |
| 2013-14 | Saint John's | D3 | MIAC | FR | 23 | 6 | 7 | 13 | 0.565 |
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.