| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Cleveland Jr. Lumberjacks | NA3HL | 43 | 2 | 28 | 30 | 0.698 | 0.1605 | 0.1573 | 0.2210 | 0.2166 |
| 2014-15 | Cleveland Jr. Lumberjacks | NA3HL | 47 | 6 | 22 | 28 | 0.596 | 0.1370 | 0.1276 | 0.1887 | 0.1757 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2018-19 | Finlandia | D1 | — | SR | 26 | 0 | 1 | 1 | 0.038 |
| 2018-19 | Finlandia | D3 | — | SR | 26 | 0 | 1 | 1 | 0.038 |
| 2017-18 | Finlandia | D3 | — | JR | 24 | 2 | 3 | 5 | 0.208 |
| 2016-17 | Finlandia | D3 | — | SO | 25 | 0 | 2 | 2 | 0.080 |
| 2015-16 | Finlandia | D3 | — | FR | 18 | 2 | 4 | 6 | 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.