Archive for Outside the Box

Most Effective Stealers of All Time

Dave Cameron recently had an interesting discussion of the greatness of Rickey Henderson here at FanGraphs. The post left a lot of angles to uncover, some of which require manipulation of data beyond my present capabilities. With that said, one of the astonishing things was that Rickey was caught stealing 42 times one year, nearly negating 130 successful steals (at least from a conventional sabermetrics standpoint).

So what became interesting to me was what might happen if you were to look at who the most effective stealers were of all time. A truly deep look, complete with changing WPA calculations for each situation, would be impossible. (Down 2 in the 8th trying to steal 3rd with 2 out would be a disaster if failed, while getting caught stealing 2nd with 2 outs up 10 runs would be trivial, except for the beaning that might follow next game). And in some sense, each team is different. It might be less advantageous to steal with Barry Bonds at the plate, instead of a line drive hitter such as Barry Larkin, so the calculation isn’t perfect.

But I thought I would take a stab at it. We take the breakeven rate in Moneyball of 70% steals required just to break even. Each unsuccessful steal is, of course, a needless out. Each successful steal is therefore the equivalent of 3/7ths an out avoided (if we keep the sanctity of the 70% breakeven rate).

A total of 7 successful steals is as good as 3 avoided outs, but 3 unsuccessful steals is still worth 3 needless outs. So someone that steals 70 bases and is caught 30 times is no more valuable from a steals standpoint than someone that attempts 0 steals. He may add value on the basepaths in other ways, but we are strictly looking at steals here.

With that said, I took a look at the past 50 years (starting with 1959), and took every season where someone had more than 50 steals. As for why I chose 1959 — well, beyond being a round number, it should be noted that before 1912 data on times caught stealing was unavailable, and even through the 20’s the data was highly unreliable. It just so happened that the 30’s and 40’s and  50’s was not a running era, so we can say the modern running game began 50 years ago.

So who is the most effective stealer of all time by season?

It wasn’t Rickey.

Vince Coleman, in his second year, had 107 steals and was only caught 14 times. He could have been cuaght 30 extra times and still been ahead of the game. What is amazing, though, is in spite of that massive edge, he was probably worth something in the arena of 5.9 extra runs by my (conservative) calculation.

I figured that, over 26.5 outs (close to the true average, since, while home teams sometimes only need 24 outs, there is the longtail risk of 12+ inning games where each teams need 36+ outs), that if you score 4.9 runs per game, each out saved is worth just under .2 runs. (If you score 5 runs and need 25 outs to do it, each out would be exactly .2 runs. I realize that, due to leverage reasons, you could safely increase this worth, it’s just not something I felt comfortable calculating with limited resources). Then taking a slightly modified runs-wins formula (just about using 10 runs = 1 win), I can say that Vince Coleman’s steals are worth .6 wins conservatively. Alternate calculations factoring in leverage could double this number, so the best stealing base season of all times, was only worth .6-1.2 wins.

What were the top 5 seasons after Vince overall?

Well, glad you asked! I can send the whole spreadsheet to all who ask, but I thought I’d post here first.

  1. Vince Coleman 1986: 107 Steals, 14 CS
  2. Maury Wills 1962: 104 Steals, 13 CS
  3. Rickey Henderson 1983: 108 Steals, 19 CS
  4. Rickey Henderson 1988: 93 Steals, 13 CS
  5. Vince Coleman 1987: 109 Steals, 22 CS
  6. Tim Raines 1983: 90 Steals, 14 CS

Who were the worst offenders on the basepaths among prolific modern stealers?

Steve Sax in 1983 got caught 30 times in 86 attempts. That’s good for -1.1 runs. Bill North and Alex Sanchez rounded out the leadfooted three.

Overall, though, prolific stealers were generally net positive. Only 8 out of 213 seasons on this list had negative expected value.

The first conclusion I draw is that prolific basestealers, on the whole, are a net positive, even if it is a small positive. Obviously, there exist on the individual level suboptimal situations where runners still take off, but the large majority of prolific stealing seasons had high success rates. A highly negative rate of steals, of course, will be curtailed by coaches in due time before they could make this list.

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Now, one more point. What is a true breakeven point? In the Moneyball Era, with AL teams in 2001 averaging 4.9 runs a game, 70% might be accurate. But in a dead ball era, a caught stealing might well have been more okay, because Albert Pujols wasn’t around to hit you home from first.

It then dawned on me that you could sort of model (crudely but still) a good breakeven model for steals based on runs scored per game.

4.9 runs per game = 70% breakeven

3.6 runs per game = 60% breakeven rate

and so on…

The values sort of fly apart at the extremes, but if your team is scoring 8 runs a game, it sort of would only make sense to steal if you had Usain Bolt standing at first, since, odds are the next guy might well get on base as well.

So in the spreadsheet I am sharing, you can change the average runs per game scored. If you move the average to 4.4 runs per game, Vince Coleman in 86 is still the best season of all time, but some other seasons creep up in value. (The breakeven at 4.4 runs per game with my crude calculator is 66%.)

Anyway, for anyone who wants the spreadsheet, post in the comments with a way of getting it to you — or, if FanGraphs is willing to let me upload it, I would be happy to do so.

Contextualized, Vince Coleman’s 1985, when only 4.07 runs per game were scored, makes his efforts extra impressive. It is a shame that he wasn’t great with the bat, and something of a buffoon to boot, because once he got on the bases, he legitimately did alter the outcome of games.


Saving Baseball’s Charm

Tom Verducci recently published a column lamenting the lack of contact in modern baseball. He cites rising walk and strikeout rates and lower numbers of balls in play as reasons the game is steadily losing an essential part of its charm. He makes some good points; it is immensely more enjoyable to watch Ichiro slap and run than to see Kevin Youkilis take a six-pitch walk without removing the bat from his shoulder. When my friends and I are watching a game, we refer to the walk as “the most boring play in baseball.” The pitcher misses his spot, and the hitter drops his bat and trots to first base. It is good for the team that is batting, but it is not fun to watch.

However, Verducci’s claim that walks and strikeouts have been on the rise for decades is only partially true. An article by Sky Andrecheck from the offseason demonstrates that walk rates have fluctuated over the past 30 years but have not shown a general upward trend. And while Verducci correctly points out that walks have risen for five straight years, they actually dropped every year during the first half of the decade and are no higher now than they were in the mid-1980s. Strikeouts have certainly climbed steadily, going from 12.5 percent of plate appearances in 1980 to about 18 percent today. As I described in my posts on high-strikeout players, the main ways to overcome a ton of whiffs are to walk a lot and to hit home runs. Walk rates have not changed a whole lot, so as the game has allowed in more high-strikeout players, home run hitting has increased to compensate. This increase is necessary to balance the negative effects of strikeouts, because players without power who strike out a lot cannot provide much value. However, while high-strikeout sluggers have been on the rise for a while, Verducci’s calls for changes to the game may be premature.

This type of play may just now be reaching its peak. As Moneyball explained, Billy Beane and the Athletics realized in the late-1990s that on-base percentage was vastly undervalued, and they set out stacking their team with flawed castoffs who were undesirable to other teams but could get on base. Today, a sort of boomerang effect is occurring. Teams such as the Athletics, Red Sox, and Mariners realized this past offseason that, as the rest of the league had caught up to the on-base bandwagon, it was the traditional baseball skills—speed and defense—that had now become undervalued. The Athletics and Mariners, in particular, set out acquiring these undervalued players, and both teams now find themselves with rosters full of excellent defenders who save runs with their gloves. Both teams also suffer from a severe lack of power.

Perhaps, as player valuation continues to evolve, the mix of skills in the pool of major league players will fluctuate and recalibrate around an equilibrium. Teams may value low-power speedsters more and more, until there is a better balance between fleet-footed defenders like Franklin Gutierrez and lead-footed sluggers like Adam Dunn. And as recalibration happens and players with speed and a lack of power become more prevalent, strikeouts and walks may begin to come down some.

Changes are not only happening on the position player side. Pitchers, too, have evolved in recent years. Velocity and the ability to miss bats have been highly valued commodities for decades, and as I detailed in my post on the fireballers of today’s game, great velocity often comes with great wildness. Many pitchers who can blow hitters away also have trouble throwing strikes. And as with walks and power, this skill set has become extremely expensive. Some teams, particularly the St. Louis Cardinals, are turning to a new formula to get maximum value from their pitchers: control and groundballs. Pitching coach Dave Duncan, as has been widely documented, has rescued careers by converting pitchers into strike-throwing groundball machines. Joel Pineiro is the most extreme example. Last year, as a 30-year-old journeyman, he posted the lowest strikeout rate of his career—105 in 214 innings pitched—while also putting up, by far, the best season of his career. He did this by walking almost nobody and keeping the ball on the ground, allowing very few home runs.

Pitching to contact is not a good strategy for players who allow a lot of fly balls. When batters put the ball in the air, a good number will leave the park. This is especially true in an era when shortstops can slug 40 home runs. Thus, fly ball pitchers must strike batters out, limiting those balls in play, to succeed. Groundball pitchers prevent hitters from lofting the ball, minimizing the threat of the home run. They can afford to let the batter put wood on the ball and count on the infielders to make outs. Many ground balls get through for singles, so to be successful with this strategy pitchers must hold down walks to limit the number of baserunners. With this formula, Tim Hudson and Derek Lowe have had many years of success despite below-average strikeout rates. Pineiro and now Brad Penny are veterans that have recently converted, and young groundballers like Doug Fister of the Mariners and Nick Blackburn of the Twins are carving out spaces for themselves in the majors with miniscule strikeout numbers.

While it is certainly true that hitters are putting balls in play at historically low rates, it is not entirely clear what the exact causes are. It may be that batters are better trained to work the count and wait for good pitches to drive, and that they consequently strike out more. Teams may be selecting for these skills more vigorously. It may be that lineups with power from top to bottom have forced pitchers to move to the edges of the zone, limiting their ability to keep walks down. Whatever the reasons, it also is not clear that current trends will continue. Verducci mentions potential tweaks to the game, such as expanding the upper limits of the strike zone, but changes are likely to have unintended consequences. Enlarging the strike zone, for example, might not actually increase the number of balls in play.

Perhaps before changing the game, MLB’s bosses should consider the latest developments in player evaluation and wait to see whether the game is changing itself. For hitters, walks and power are here to stay, and for pitchers, velocity and whiff-inducing stuff will always be prized traits. But the mix of skills may be shifting as teams learn to better quantify all of the ways they can score and save runs. Perhaps recent trends will be counterbalanced as teams copy the money-saving measures of innovative teams—the Athletics and Mariners with their light-hitting fielders and the Cardinals with their groundballers. While balls in play may be at an all time low, one thing we can be sure of is that the game will continue to evolve, with or without drastic action by the people in charge.

This article originally ran on Ball Your Base.