The following are the results for for the 2020 Johnny Pesky Rookie of the Year voting. Candidates are nominated and voted on by each of the league franchises. First, second and third place votes are cast for each of the awards. First place votes are worth five points. Second place votes are worth three points. Third place votes are worth one point. The winner of each award is the candidate with the most votes.
Johnny Pesky Rookie of the Year
| Player | Team | 1st | 2nd | 3rd | Total |
|---|---|---|---|---|---|
| Derek Anderson | East Boston Expos | 4 | 3 | 0 | 29 |
| Evan Walsh | Charlestown Townies | 0 | 3 | 3 | 12 |
| David Appelbaum | Stoneham Sabers | 1 | 1 | 2 | 10 |
| Joe Protulis | McKay Club Beacons | 1 | 1 | 0 | 8 |
| Alex Klapes | Brighton Braves | 1 | 0 | 1 | 6 |
| Brandon Guerrero | The BASE | 1 | 0 | 1 | 6 |
| Jake Hatch | Brighton Black Sox | 0 | 0 | 1 | 1 |
| Tyler Weninger | Al Thomas A’s | 0 | 0 | 0 | 0 |