| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Hibbing/Chisholm High | USHS-MN | 24 | 1 | 4 | 5 | 0.208 | 0.0264 | 0.0287 | 0.0506 | 0.0550 |
| 2017-18 | Shreveport Mudbugs | NAHL | 5 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2018-19 | Shreveport Mudbugs | NAHL | 5 | 0 | 1 | 1 | 0.200 | 0.0735 | 0.0750 | 0.2111 | 0.2153 |
| 2019-20 | Northern Manitoba Blizzard | MJHL | 23 | 0 | 3 | 3 | 0.130 | 0.0251 | 0.0251 | 0.0822 | 0.0822 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Hamline | D3 | MIAC | SR | 25 | 5 | 8 | 13 | 0.520 |
| 2021-22 | Hamline | D3 | MIAC | JR | 26 | 3 | 6 | 9 | 0.346 |
| 2020-21 | Hamline | D1 | MIAC | SO | 5 | 0 | 1 | 1 | 0.200 |
| 2020-21 | Hamline | D3 | MIAC | SO | 5 | 0 | 1 | 1 | 0.200 |
| 2019-20 | Hamline | D1 | MIAC | FR | 12 | 0 | 1 | 1 | 0.083 |
| 2019-20 | Hamline | D3 | MIAC | FR | 12 | 0 | 1 | 1 | 0.083 |
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.