Blog/ MLB

The Batted-Ball Luck Rankings: Who's Getting Robbed and Who's Getting Away With It

Statcast's wOBA-minus-xwOBA signal reveals which MLB lineups are running into walls, literally, and which ones keep finding grass.

Statcast's expected weighted on-base average, xwOBA, measures what a hitter's contact quality deserves based on exit velocity and launch angle. Actual wOBA measures what he got. The gap between the two is one of the cleanest batting-luck signals in baseball, a rolling ledger of line drives caught, bloopers that dropped, and hard-hit balls that found gloves instead of gaps. By mid-September, with most teams past 140 games, the noise has largely burned off. What remains in the wOBA-minus-xwOBA column is a reasonably honest portrait of which lineups have been squeezed by sequencing and defense, and which ones have been cashing checks their contact didn't fully write.

This is, in essence, an mlb luck index for the batted ball. Here's where every team lands on the spectrum as we approach the final weeks.

Most Cursed by wOBA Minus xwOBA

1. Detroit Tigers - No team in baseball has a wider negative gap between actual and expected production at the plate. The Tigers have hit the ball well enough to warrant significantly better results than they've received. Defensive positioning and plain misfortune have swallowed hard contact all year.

2. Los Angeles Angels - The Angels rank second in batted-ball underperformance, which will feel grimly familiar to a franchise that has made a habit of losing value between the barrel and the basepath. Their hitters have generated contact quality that the scoreboard hasn't honored.

3. Washington Nationals - Washington's young lineup sits third on the cursed list. For a rebuilding club trying to evaluate its prospects, the gap is actually a small comfort. The underlying contact metrics suggest their development track is further along than the box scores indicate.

4. San Francisco Giants - Oracle Park has never been kind to hitters, but the Giants' underperformance this season extends beyond home-park suppression. Their wOBA-xwOBA gap places them firmly among the league's most snakebitten offenses.

5. Colorado Rockies - Yes, a Coors Field team showing up on the cursed side of a batting-luck list. Even altitude can't bail you out when the BABIP gods decide to look the other way.

Most Blessed by wOBA Minus xwOBA

1. Cincinnati Reds - The Reds lead all of baseball in positive wOBA-xwOBA variance, meaning their actual offensive output has exceeded what their contact quality would predict. Great American Ball Park helps, but this degree of overperformance goes beyond ballpark dimensions.

2. Tampa Bay Rays - Tampa Bay's offense has outpaced its expected numbers by a notable margin. For a franchise built on analytical precision, it's worth asking how much of this is luck and how much is elite situational hitting that Statcast doesn't fully capture.

3. Houston Astros - Houston appears third on the blessed side. Veteran lineups with high baseball IQs do tend to appear in these mlb luck rankings on the favorable end, though regression doesn't care about your postseason resume.

4. Philadelphia Phillies - The Phillies' offense has been genuinely good this season. It has also been a little fortunate. Both things can be true.

5. San Diego Padres - San Diego rounds out the top five overperformers, carrying a positive gap that suggests some correction could arrive at an inconvenient October moment.

What This Tells Us

The spread from Detroit at the bottom to Cincinnati at the top represents a meaningful chunk of offensive value, the kind of variance that can be worth several wins over a full season. Historically, wOBA-xwOBA gaps regress aggressively. Teams on the cursed end tend to see their BABIP normalize within weeks, not months, and blessed teams watching bloopers fall all summer often find September and October less generous.

None of this means the Reds aren't good or the Tigers aren't flawed. It means the margin between what these lineups have earned and what they've received is wider than the game will tolerate for long. The ball doesn't remember where it landed yesterday. It only knows exit velocity, launch angle, and the cold indifference of probability.

MLB · Signal ranking
Batting luck (wOBA - xwOBA)
Every team ranked from most cursed (top, red) to most blessed (bottom, green) by this single isolated signal.
1
Tigers
0.000
2
Angels
0.000
3
Nationals
0.000
4
Giants
0.000
5
Rockies
0.000
6
Cubs
0.000
7
Yankees
0.000
8
Pirates
0.000
9
Red Sox
0.000
10
Mets
0.000
11
White Sox
0.000
12
Dodgers
0.000
13
Marlins
0.000
14
Brewers
0.000
15
Cardinals
0.000
16
Royals
0.000
17
Mariners
0.000
18
Braves
0.000
19
Orioles
0.000
20
Twins
0.000
21
Guardians
0.000
22
D-backs
0.000
23
Blue Jays
0.000
24
Rangers
0.000
25
Athletics
0.000
26
Padres
0.000
27
Phillies
0.000
28
Astros
0.000
29
Rays
0.000
30
Reds
0.000
Cursed (below league average) Blessed
Source: CURSD CLS
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