| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Kenai River Brown Bears | NAHL | 48 | 5 | 2 | 7 | 0.146 | 0.0541 | 0.0576 | 0.1544 | 0.1645 |
| 2015-16 | Kenai River Brown Bears | NAHL | 58 | 12 | 17 | 29 | 0.500 | 0.1857 | 0.1896 | 0.5294 | 0.5405 |
| 2016-17 | — | NAHL | 51 | 6 | 15 | 21 | 0.412 | 0.1529 | 0.1478 | 0.4360 | 0.4214 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2020-21 | Lake Forest | D3 | NCHA | SR | 6 | 0 | 1 | 1 | 0.167 |
| 2019-20 | Lake Forest | D3 | NCHA | JR | 27 | 6 | 15 | 21 | 0.778 |
| 2018-19 | Lake Forest | D3 | NCHA | SO | 28 | 10 | 10 | 20 | 0.714 |
| 2017-18 | Lake Forest | D3 | NCHA | FR | 27 | 9 | 7 | 16 | 0.593 |
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.