| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Muskegon Lumberjacks | USHL | 48 | 0 | 10 | 10 | 0.208 | 0.1280 | 0.1376 | 0.6137 | 0.6596 |
| 2019-20 | Waterloo Black Hawks | USHL | 47 | 1 | 8 | 9 | 0.192 | 0.1177 | 0.1177 | 0.5642 | 0.5642 |
| 2020-21 | Waterloo Black Hawks | USHL | 49 | 1 | 6 | 7 | 0.143 | 0.0878 | 0.0878 | 0.4210 | 0.4210 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Ferris State | D1 | CCHA | — | 29 | 0 | 4 | 4 | 0.138 |
| 2024-25 | Colgate | D1 | ECAC | SR | 31 | 3 | 6 | 9 | 0.290 |
| 2023-24 | Colgate | D1 | ECAC | JR | 9 | 3 | 2 | 5 | 0.556 |
| 2022-23 | Colgate | D1 | ECAC | SO | 40 | 5 | 9 | 14 | 0.350 |
| 2021-22 | Colgate | D1 | ECAC | FR | 36 | 4 | 5 | 9 | 0.250 |
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.