2019 Replay Stats & Leaders at Review 1,000

With Friday evening's first Replay Review—an upheld caught steal call at second by 2B Umpire Laz Diaz in Tampa Bay—comprising MLB's 1,000th use of Replay during the 2019 regular season, we present our statistics and sabermetrics of baseball's video technology thus far.

Totals to Date: 1,000 Replay Reviews.
> .536 Review Affirmation Percentage (RAP).
  > 536 Upheld & 464 Overturned.

Remaining "Perfect" Umpires (No Overturns):
Brian Gorman (2/2 = 1.000 RAP).
Scott Barry (1/1 = 1.000 RAP) [Injured].
Related Post: Injuries - Everitt, Hallion & Barry Hurt on Tuesday (6/4/19).

Top 20 Umpires in RAP (Upheld-for-Total Chances):
1. Gorman, 2. Barry = 1.000 RAP.
3. Greg Gibson & DJ Reyburn (both 6-for-7) = .857 RAP.
5. Bill Miller & Mike Muchlinski (8-for-10) = .800 RAP.
7. Manny Gonzalez & Tom Woodring (4-for-5) = .800 RAP.
9. Ted Barrett & Marvin Hudson (7-for-9) = .778 RAP.
11. Laz Diaz (10-for-13) = .769 RAP.
12. Kerwin Danley (9-for-12) = .750 RAP.
13. Tim Timmons (5-for-7) = .714 RAP.
14. Adrian Johnson (12-for-17) = .706 RAP.
15. Todd Tichenor, Larry Vanover & Quinn Wolcott (9-for-13) = .692 RAP.
18. Adam Hamari (14-for-21) = .667 RAP.

Brian Gorman has been perfect (in 2 tries).

19. Chris Segal (12-for-18) = .667 RAP.
20. Roberto Ortiz (8-for-12) = .667 RAP.

Most Overturned Calls, Raw Number:
1. Ron Kulpa = 12 Overturns / 20 Total (.400 RAP).
1. Dan Iassogna = 12 Overturns / 19 (.368 RAP).
3. Bill Welke = 11 Overturns / 18 (.389 RAP).
4. Andy Fletcher = 10 OTs / 19 (.474 RAP).
5. Vic Carapazza = 10 OTs / 14 (.286 RAP).

Most Successful Teams (Success Percentage):
1. Royals = 17 Overturns-for-23 Total = .639 TSP.
2. Yankees = 11-for-17 = .647 Team Success Pct.
3. Rangers = 27-for-42 = .643 TSP.

Reviews by Type (Uphold + Overturn = RAP):*
Out/Safe (Force-lite - 1st): 77 + 176 = .304 RAP.
Out/Safe (Tag - Into Base): 93 + 65 = .589 RAP.
Out/Safe (Tag - Stolen Base): 74 + 57 = .565 RAP.
Out/Safe (Pulled Foot): 39 + 35 = .527 RAP.
HBP/No HBP: 39 + 30 = .565 RAP.

*Above list includes Top 5 uses of Replay Review. For full list and other statistics, see our Umpire Replay Review Statistics and Sabermetrics page.