| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Chilliwack Chiefs | BCHL | 4 | 0 | 1 | 1 | 0.250 | 0.0963 | 0.0984 | 0.3633 | 0.3713 |
| 2014-15 | Weyburn Red Wings | SJHL | 50 | 1 | 12 | 13 | 0.260 | 0.0666 | 0.0653 | 0.1956 | 0.1917 |
| 2015-16 | Weyburn Red Wings | SJHL | 50 | 1 | 11 | 12 | 0.240 | 0.0615 | 0.0572 | 0.1806 | 0.1681 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Norwich | D1 | LittleEast | SR | 26 | 1 | 4 | 5 | 0.192 |
| 2019-20 | Norwich | D3 | LittleEast | SR | 26 | 1 | 4 | 5 | 0.192 |
| 2018-19 | Norwich | D1 | LittleEast | JR | 15 | 1 | 3 | 4 | 0.267 |
| 2018-19 | Norwich | D3 | LittleEast | JR | 15 | 1 | 3 | 4 | 0.267 |
| 2017-18 | Norwich | D3 | LittleEast | SO | 0 | 0 | 0 | 0 | 0.000 |
| 2016-17 | Norwich | D3 | LittleEast | FR | 8 | 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.