How do you build a good baseball team? It's different than in the other two major American sports. In basketball, it is essential to have a star--an Hakeem or a Giannis--and surround him with another star or two and a bunch of complimentary players who know their role. In football, the key is the quarterback. For years, the AFC Championship seemed to be a battle between Tom Brady's team and Peyton Manning's. Now it goes to Pat Mahomes's son's team, who faced off against Brady in the last Super Bowl. .
But baseball does not revolve around stars in the way that these other sports do. As fans of an AL West team, we are well aware of this. At the end of this season, the Angels will have won more MVP awards over the last decade than they have played playoff games. Shohei Ohtani is awesome, and Mike Trout is even more awesome, but these superstars have not been able to overcome the dreck the keeps occupying the rest of the Angels roster.
The Astros contrast to the Angels. They Astros may lack a clear MVP candidate this year--Carlos Correa and Kyle Tucker will both win down ballot votes, but won't come close to the honor--but they are on the brink of claiming a more valuable prize--the AL West crown. And they are going to win their fourth AL West title in five years through the formula of having more good players on their team than their competition within the division.
One way to show how the depth of the Astros roster is by noticing how many players the Astros have who are above the league average on offense. Of the 23 position players who have batted for the Astros this season, 13 of them have an OPS+ of 100 or greater. OPS+ is a stat which takes OPS, normalizes for park factors, and then puts it on a scale where 100 is exactly league average. Larger numbers are better.
So the Astros have a majority of players with an OPS+ plus greater than 100, but an even greater share of their plate appearances go to these players. Of the 5,941 plate appearances that the Astros have this season, only 1,348 have gone to players who have an OPS+ of less than league average.
That is a lot. In the figure below, you can see that the Astros have given 77.3% of their plate appearances this season to above average hitters. That's second best in the majors, behind only the Rays (who similarly have a lot of good players but no superstar).
And while this is chart is a blunt instrument (guys at 101 OPS+ make it, while those at 99 don't; and there's no credit for having guys at 120 rather than 110 or 90 rather than 80), you can see that it is a decent proxy for success. The top teams on the list (Rays, Astros, Red Sox, Giants) are all headed to the playoffs. The bottom teams (Indians, Pirates, Rangers, Rockies) are not.
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