| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | — | NAHL | 47 | 13 | 12 | 25 | 0.532 | 0.1975 | 0.2052 | 0.5632 | 0.5853 |
| 2013-14 | Minnesota Wilderness | NAHL | 32 | 7 | 7 | 14 | 0.438 | 0.1624 | 0.1606 | 0.4632 | 0.4581 |
| 2014-15 | Minnesota Wilderness | NAHL | 58 | 15 | 27 | 42 | 0.724 | 0.2689 | 0.2518 | 0.7667 | 0.7181 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Plymouth State | D3 | LittleEast | SR | 28 | 12 | 28 | 40 | 1.429 |
| 2017-18 | Plymouth State | D3 | LittleEast | JR | 19 | 6 | 4 | 10 | 0.526 |
| 2016-17 | Plymouth State | D3 | LittleEast | SO | 13 | 4 | 3 | 7 | 0.538 |
| 2015-16 | Plymouth State | D3 | LittleEast | FR | 3 | 0 | 0 | 0 | 0.000 |
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.