| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Andover High | USHS-MN | 25 | 15 | 17 | 32 | 1.280 | 0.1620 | 0.1498 | 0.3109 | 0.2874 |
| 2015-16 | Minnesota Wilderness | NAHL | 58 | 2 | 24 | 26 | 0.448 | 0.1647 | 0.1657 | — | — |
| 2016-17 | Minnesota Wilderness | NAHL | 59 | 6 | 30 | 36 | 0.610 | 0.2242 | 0.2134 | 0.6441 | 0.6130 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Bemidji State | D1 | WCHA | SR | 29 | 1 | 9 | 10 | 0.345 |
| 2019-20 | Bemidji State | D1 | WCHA | JR | 37 | 2 | 6 | 8 | 0.216 |
| 2018-19 | Bemidji State | D1 | WCHA | SO | 30 | 4 | 0 | 4 | 0.133 |
| 2017-18 | Bemidji State | D1 | WCHA | FR | 9 | 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.