| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Langley Rivermen | BCHL | 45 | 3 | 10 | 13 | 0.289 | 0.1113 | 0.1248 | 0.4202 | 0.4710 |
| 2013-14 | Langley Rivermen | BCHL | 45 | 1 | 14 | 15 | 0.333 | 0.1284 | 0.1380 | 0.4848 | 0.5210 |
| 2014-15 | — | BCHL | 38 | 4 | 26 | 30 | 0.789 | 0.3042 | 0.3128 | 1.1482 | 1.1805 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Harvard | D1 | ECAC | SR | 5 | 0 | 0 | 0 | 0.000 |
| 2017-18 | Harvard | D1 | ECAC | JR | 10 | 0 | 1 | 1 | 0.100 |
| 2016-17 | Harvard | D1 | ECAC | SO | 31 | 4 | 6 | 10 | 0.323 |
| 2015-16 | Harvard | D1 | ECAC | FR | 10 | 1 | 0 | 1 | 0.100 |
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.