| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2010-11 | Victoria Grizzlies | BCHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2011-12 | Vernon Vipers | BCHL | 1 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2012-13 | Vernon Vipers | BCHL | 50 | 1 | 3 | 4 | 0.080 | 0.0308 | 0.0319 | 0.1166 | 0.1206 |
| 2013-14 | Brooks Bandits | AJHL | 7 | 0 | 3 | 3 | 0.429 | 0.1438 | 0.1413 | 0.3972 | 0.3904 |
| 2014-15 | Philadelphia Flyers Elite | USPHL-Premier-Classic | 50 | 4 | 19 | 23 | 0.460 | 0.1291 | 0.1247 | 0.3789 | 0.3660 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Trinity | D1 | — | SR | 8 | 0 | 1 | 1 | 0.125 |
| 2018-19 | Trinity | D3 | NESCAC | SR | 8 | 0 | 1 | 1 | 0.125 |
| 2017-18 | Trinity | D3 | NESCAC | JR | 2 | 0 | 0 | 0 | 0.000 |
| 2016-17 | Trinity | D3 | NESCAC | SO | 4 | 0 | 0 | 0 | 0.000 |
| 2015-16 | Trinity | D3 | NESCAC | FR | 16 | 0 | 2 | 2 | 0.125 |
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.