| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Merritt Centennials | BCHL | 35 | 6 | 7 | 13 | 0.371 | 0.1445 | 0.1511 | 0.5416 | 0.5665 |
| 2014-15 | — | BCHL | 42 | 9 | 5 | 14 | 0.333 | 0.1297 | 0.1296 | 0.4861 | 0.4858 |
| 2015-16 | Wenatchee Wild | BCHL | 30 | 4 | 3 | 7 | 0.233 | 0.0908 | 0.0859 | 0.3402 | 0.3218 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | UMass Boston | D3 | HockeyEast | SR | 25 | 7 | 22 | 29 | 1.160 |
| 2018-19 | UMass Boston | D3 | HockeyEast | JR | 28 | 9 | 12 | 21 | 0.750 |
| 2017-18 | UMass Boston | D3 | HockeyEast | SO | 26 | 7 | 11 | 18 | 0.692 |
| 2016-17 | UMass Boston | D3 | HockeyEast | FR | 20 | 3 | 4 | 7 | 0.350 |
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.