icepath.io · Hockey Analytics
icepath.io · Hockey Analytics
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Fort Wayne Spacemen | USPHL-Premier | 40 | 8 | 10 | 18 | 0.450 | 0.0508 | 0.0512 | 0.1531 | 0.1543 |
| 2023-24 | Fort Wayne Spacemen | USPHL-Premier | 40 | 13 | 21 | 34 | 0.850 | 0.0959 | 0.0920 | 0.2892 | 0.2775 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2025-26 | Morrisville | D3 | SUNYAC | — | 13 | 0 | 1 | 1 | 0.077 |
| 2025-26 | SUNY Morrisville | D3 | SUNYAC | — | 13 | 0 | 1 | 1 | 0.077 |
| 2024-25 | Morrisville | D3 | SUNYAC | — | 17 | 0 | 1 | 1 | 0.059 |
| 2024-25 | SUNY Morrisville | D3 | SUNYAC | — | 17 | 0 | 1 | 1 | 0.059 |
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.