| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | East Ridge | USHS-MN | 24 | 1 | 1 | 2 | 0.083 | 0.0105 | 0.0105 | 0.0202 | 0.0202 |
| 2020-21 | East Ridge | USHS-MN | 18 | 7 | 9 | 16 | 0.889 | 0.1125 | 0.1125 | 0.2159 | 0.2159 |
| 2021-22 | East Ridge | USHS-MN | 25 | 4 | 17 | 21 | 0.840 | 0.1063 | 0.1063 | 0.2040 | 0.2040 |
| 2022-23 | Northern Manitoba Blizzard | MJHL | 47 | 6 | 11 | 17 | 0.362 | 0.0696 | 0.0714 | 0.2281 | 0.2339 |
| 2023-24 | Rock Springs Miners | NCDC | 48 | 12 | 14 | 26 | 0.542 | 0.2209 | 0.2179 | 0.4354 | 0.4295 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2024-25 | Hamline | D3 | MIAC | — | 1 | 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.