| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2012-13 | Mississauga Chargers | OJHL | 48 | 4 | 5 | 9 | 0.188 | 0.0460 | 0.0487 | 0.1291 | 0.1367 |
| 2013-14 | — | QMJHL | 39 | 3 | 3 | 6 | 0.154 | 0.0756 | 0.0752 | 0.4107 | 0.4086 |
| 2017-18 | Nipissing Univ. | USports-M | 27 | 3 | 11 | 14 | 0.518 | 0.2736 | 0.2786 | 1.5197 | 1.5473 |
| 2018-19 | Nipissing Univ. | USports-M | 22 | 4 | 7 | 11 | 0.500 | 0.2638 | 0.2548 | 1.4655 | 1.4156 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Concordia | D3 | MIAC | SR | 2 | 3 | 0 | 3 | 1.500 |
| 2020-21 | Concordia (MN) | D1 | — | SR | 2 | 3 | 0 | 3 | 1.500 |
| 2019-20 | Concordia | D3 | MIAC | JR | 23 | 2 | 2 | 4 | 0.174 |
| 2019-20 | Concordia (MN) | D1 | — | JR | 23 | 2 | 2 | 4 | 0.174 |
| 2018-19 | Concordia | D3 | MIAC | SO | 25 | 2 | 3 | 5 | 0.200 |
| 2018-19 | Concordia (MN) | D1 | — | SO | 25 | 2 | 3 | 5 | 0.200 |
| 2017-18 | Concordia | D3 | MIAC | FR | 7 | 0 | 0 | 0 | 0.000 |
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.