| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-12 | Fairbanks Ice Dogs | NAHL | 24 | 1 | 4 | 5 | 0.208 | 0.0773 | 0.0793 | 0.2205 | 0.2262 |
| 2012-13 | Coulee Region Chill | NAHL | 6 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2013-14 | Melville Millionaires | SJHL | 53 | 8 | 21 | 29 | 0.547 | 0.1581 | 0.1463 | 0.4119 | 0.3812 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2017-18 | Norwich | D3 | LittleEast | SR | 27 | 4 | 10 | 14 | 0.518 |
| 2016-17 | Norwich | D3 | LittleEast | JR | 30 | 5 | 15 | 20 | 0.667 |
| 2015-16 | Norwich | D3 | LittleEast | SO | 25 | 2 | 7 | 9 | 0.360 |
| 2014-15 | Norwich | D3 | LittleEast | FR | 26 | 4 | 10 | 14 | 0.538 |
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.