| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Virden Oil Capitals | MJHL | 48 | 6 | 5 | 11 | 0.229 | 0.0648 | 0.0664 | 0.1444 | 0.1480 |
| 2015-16 | Virden Oil Capitals | MJHL | 55 | 5 | 11 | 16 | 0.291 | 0.0823 | 0.0800 | 0.1833 | 0.1783 |
| 2016-17 | Virden Oil Capitals | MJHL | 58 | 24 | 28 | 52 | 0.897 | 0.2536 | 0.2342 | 0.5649 | 0.5218 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Norwich | D3 | LittleEast | SR | 8 | 3 | 0 | 3 | 0.375 |
| 2019-20 | Norwich | D3 | LittleEast | JR | 19 | 3 | 1 | 4 | 0.210 |
| 2018-19 | Norwich | D3 | LittleEast | SO | 25 | 5 | 1 | 6 | 0.240 |
| 2017-18 | Norwich | D3 | LittleEast | FR | 26 | 4 | 11 | 15 | 0.577 |
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.