| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Lloydminster Bobcats | AJHL | 58 | 12 | 13 | 25 | 0.431 | 0.1440 | 0.1454 | 0.4001 | 0.4040 |
| 2014-15 | Lloydminster Bobcats | AJHL | 34 | 18 | 13 | 31 | 0.912 | 0.3045 | 0.2913 | 0.8464 | 0.8098 |
| 2015-16 | Cowichan Valley Capitals | BCHL | 57 | 18 | 17 | 35 | 0.614 | 0.2390 | 0.2187 | 0.8954 | 0.8192 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Bowdoin | D3 | NESCAC | SR | 24 | 5 | 2 | 7 | 0.292 |
| 2018-19 | Bowdoin | D3 | NESCAC | JR | 23 | 3 | 3 | 6 | 0.261 |
| 2017-18 | Bowdoin | D3 | NESCAC | SO | 23 | 4 | 3 | 7 | 0.304 |
| 2016-17 | Bowdoin | D3 | NESCAC | FR | 17 | 4 | 3 | 7 | 0.412 |
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.