| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Hastings | USHS-MN | 27 | 25 | 32 | 57 | 2.111 | 0.5683 | 0.5683 | 0.5128 | 0.5128 |
| 2020-21 | — | NAHL | 45 | 7 | 8 | 15 | 0.333 | 0.1321 | 0.1321 | 0.3499 | 0.3499 |
| 2021-22 | St. Cloud Norsemen | NAHL | 43 | 9 | 11 | 20 | 0.465 | 0.1843 | 0.1755 | 0.4883 | 0.4651 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Lake Forest | D3 | NCHA | SR | 27 | 5 | 7 | 12 | 0.444 |
| 2024-25 | Lake Forest | D3 | NCHA | JR | 20 | 8 | 3 | 11 | 0.550 |
| 2023-24 | Lake Forest | D3 | NCHA | SO | 25 | 14 | 12 | 26 | 1.040 |
| 2022-23 | Lake Forest | D3 | NCHA | FR | 12 | 1 | 3 | 4 | 0.333 |
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.