| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Ottawa Jr. Senators | CCHL | 41 | 8 | 8 | 16 | 0.390 | 0.0846 | 0.0934 | 0.3019 | 0.3335 |
| 2015-16 | Ottawa Jr. Senators | CCHL | 54 | 16 | 16 | 32 | 0.593 | 0.1285 | 0.1357 | 0.4585 | 0.4843 |
| 2016-17 | Ottawa Jr. Senators | CCHL | 53 | 9 | 16 | 25 | 0.472 | 0.1023 | 0.1027 | 0.3650 | 0.3663 |
| 2017-18 | Navan Grads | CCHL | 54 | 12 | 19 | 31 | 0.574 | 0.1245 | 0.1185 | 0.4442 | 0.4229 |
| 2018-19 | — | CCHL | 57 | 13 | 26 | 39 | 0.684 | 0.1484 | 0.1347 | 0.5294 | 0.4805 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2021-22 | Concordia | D3 | MIAC | GR | 16 | 5 | 9 | 14 | 0.875 |
| 2021-22 | Concordia (WI) | D3 | NCHA | JR | 16 | 5 | 9 | 14 | 0.875 |
| 2020-21 | Concordia | D3 | MIAC | SR | 14 | 6 | 4 | 10 | 0.714 |
| 2020-21 | Concordia (WI) | D1 | NCHA | SO | 14 | 6 | 4 | 10 | 0.714 |
| 2020-21 | Concordia (WI) | D3 | NCHA | SO | 14 | 6 | 4 | 10 | 0.714 |
| 2019-20 | Concordia | D3 | MIAC | JR | 23 | 3 | 6 | 9 | 0.391 |
| 2019-20 | Concordia (WI) | D1 | NCHA | FR | 23 | 3 | 6 | 9 | 0.391 |
| 2019-20 | Concordia (WI) | D3 | NCHA | FR | 23 | 3 | 6 | 9 | 0.391 |
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.