| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016-17 | Blind River Beavers | NOJHL | 52 | 17 | 21 | 38 | 0.731 | 0.1232 | 0.1307 | 0.3036 | 0.3220 |
| 2018-19 | Blind River Beavers | NOJHL | 50 | 25 | 36 | 61 | 1.220 | 0.2057 | 0.1971 | 0.5069 | 0.4857 |
| 2019-20 | Blind River Beavers | NOJHL | 55 | 47 | 66 | 113 | 2.054 | 0.3464 | 0.3464 | 0.8536 | 0.8536 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Wisconsin-Stout | D3 | WIAC | SR | 18 | 1 | 1 | 2 | 0.111 |
| 2023-24 | Wisconsin-Stout | D3 | WIAC | JR | 25 | 2 | 6 | 8 | 0.320 |
| 2022-23 | Wisconsin-Stout | D3 | WIAC | SO | 26 | 3 | 6 | 9 | 0.346 |
| 2021-22 | Wisconsin-Stout | D3 | WIAC | FR | 25 | 1 | 14 | 15 | 0.600 |
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.