| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Sherwood Park Crusaders | AJHL | 34 | 5 | 20 | 25 | 0.735 | 0.2456 | 0.2283 | 0.6826 | 0.6346 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Liberty University | ACHA_D1 | — | — | 30 | 14 | 15 | 29 | 0.967 |
| 2024-25 | Liberty University | ACHA_D1 | — | — | 30 | 14 | 15 | 29 | 0.967 |
| 2024-25 | SUNY Geneseo | D3 | — | SO | 13 | 2 | 5 | 7 | 0.538 |
| 2023-24 | Liberty University | ACHA_D1 | — | — | 30 | 14 | 15 | 29 | 0.967 |
| 2023-24 | SUNY Geneseo | D3 | SUNYAC | FR | 4 | 0 | 0 | 0 | 0.000 |
| 2022-23 | Liberty University | ACHA_D1 | — | — | 30 | 14 | 15 | 29 | 0.967 |
| 2021-22 | Liberty University | ACHA_D1 | — | — | 30 | 14 | 15 | 29 | 0.967 |
| 2020-21 | Liberty University | ACHA_D1 | — | — | 30 | 14 | 15 | 29 | 0.967 |
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.