| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2015-16 | — | BCHL | 23 | 1 | 2 | 3 | 0.130 | 0.0486 | 0.0508 | 0.1900 | 0.1986 |
| 2016-17 | Chilliwack Chiefs | BCHL | 51 | 0 | 9 | 9 | 0.176 | 0.0657 | 0.0653 | 0.2572 | 0.2557 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Western New England | D3 | CNE | GR | 24 | 3 | 6 | 9 | 0.375 |
| 2020-21 | Western New England | D3 | CNE | SR | 0 | 0 | 0 | 0 | 0.000 |
| 2019-20 | Western New England | D1 | — | JR | 25 | 12 | 8 | 20 | 0.800 |
| 2019-20 | Western New England | D3 | CNE | JR | 25 | 12 | 8 | 20 | 0.800 |
| 2018-19 | Western New England | D1 | — | SO | 19 | 0 | 2 | 2 | 0.105 |
| 2018-19 | Western New England | D3 | CNE | SO | 19 | 0 | 2 | 2 | 0.105 |
| 2017-18 | Western New England | D3 | CNE | FR | 25 | 1 | 7 | 8 | 0.320 |
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.