Blog Archives

Midseason Evaluation of White Sox Hitters

The White Sox lineup is one of the best in all of baseball.

We are now halfway through the MLB regular season, and the Chicago White Sox are still holding their own and sitting in first place in the AL Central with a three game lead. Amazing. Whether or not the Detroit Tigers will finally start playing up to their potential remains to be seen, but it’s hard to see this White Sox team slowing down anytime soon. They rank fifth in the AL in runs scored (409) and sixth in team ERA (3.91). Since the addition of Kevin Youkilis, the Sox are 10-4, including series wins against the Rangers (sweep) and Blue Jays, and are averaging an incredible 6.14 runs per game.

If you can recall from a couple of months back, I wrote a post titled “By the Numbers: Evaluating the Impact of Cubs and Sox Hitters,” in which I used Bill James’ Runs Created Formula in an attempt to compute the number of runs “created” by a hitter throughout the course of a season (refer to the book Mathletics). Simply put, if a team consisted of nine of the same player, such as nine Paul Konerkos, approximately how many runs would they have scored thus far this season and, more importantly, how many runs would they score for their team per game? Instead of using sabermetric measurements that most casual fans don’t understand, such as wins above replacement (WAR), the runs created formula gives us the ability to evaluate the true value that each hitter has brought to his respective lineup thus far this season. Like last time, I gathered each player’s statistics and computed the runs created and game outs used for each hitter using:

Runs created = ((hits + BB + HBP) X (Total Bases))  ÷   (AB + BB + HBP)

Game outs used = .982(AB) – hits + GIDP + SF + SAC + CS

Remember, according to Mathletics, “approximately 1.8% of all at bats result in errors. Hitters also create ‘extra’ outs through sacrifice flies (SF), sacrifice bunts (SAC), caught stealing (CS), and grounding into double plays (GIDP).” Hence why we must take .982 of every at-bat instead of 1. Game outs used must then be divided by 26.72 (the total number of game outs available in a game, taking into account the .018 approximate number of errors per 27 outs in a MLB game) in order to determine the number of games’ worth of outs used by each hitter. That, ultimately, leaves the most important equation as the final step:

Runs created per game =  runs created  ÷  games’ worth of outs

Obviously, runs created per game tells you more about a hitter’s value than total runs created because the latter does not differentiate between bad hitters with a lot of plate appearances and great hitters with less plate appearances. That being said, take a look at the numbers below:

Youk’s numbers are clearly inflated due to how great he’s been in a White Sox uniform in only 49 at-bats, so the 10.05 runs created per game is bound to go down. However, it’s important to point out that, between 2008-2010, Youkilis managed to create 8.39, 8.61 and 8.92 runs respectively. Although he only averaged 427 at-bats the last two seasons of that span due to a variety of injuries, those numbers are still pretty unbelievable. If there’s anything to take away from the chart, it’s this: Brent Morel is bad. Like really bad. Sox fans should be kissing Kenny Williams’ and Rick Hahn’s asses every single day for the rest of the season for trading a couple of crackerjacks for Youkilis. That should end up going down as the best trade of the year for any one team.

If you move on down the line, everything seems to make sense. Paul Konerko continues to do what Paul Konerko does, taunting opposing pitchers to the tune of a .329 batting average and .904 OPS. The dude just doesn’t seem to let up and remains one of the most consistent hitters in all of baseball. He has been the most valuable hitter in the Sox lineup all season long, but at this point in his career, no baseball fan needs statistics to help him/her figure that out.

The biggest surprise this season has to be Alex Rios. He’s quietly having a monstrous turnaround season, ranking fifth in the AL in hits with 101 and 11th in total bases with 166. He’s also second on the team with a .318 average and leads the team in extra-base hits with 36 (tied with Dunn). To put into perspective how truly great he has been this season, take a look at last year’s numbers:

Rios has already created more runs midway through this season than he did all of last season. Quite frankly, he was atrocious last year, and Sox fans had all but given up on him. But, as Rios has proven, it’s never too late to turn things around. Somewhere, Adam Dunn is nodding aggressively.

Alexei Ramirez has certainly gotten better since we last calculated these numbers (was creating 1.75 runs per game seven weeks into the season), but he still remains dead last among every day Sox hitters in runs created per game. He barely ever walks (his on-base percentage is a measly .287) and only has 17 extra-base hits, also good for last on the team. It seems as if Ramirez will continue to shit on White Sox brass as he rakes in his $8 million per year, but as I just pointed out, there’s always room for improvement.

The 2012 season is moving fast and the dog days of summer are rapidly approaching. With only 77 games left, the White Sox are in position to make the playoffs for the first time since 2008. The second half of the season is going to be a grind, but if the Sox can maintain these hot bats, they should have no problem getting to October.


White Sox Candidates for the 2012 All-Star Game

After a successful first half of the season, the White Sox are primed to send multiple players to the Midsummer Classic.

If you had told me last winter that the Chicago White Sox would essentially be in first place in the AL Central (only a half game back) and 2.5 games ahead of the pre-season overwhelming favorite Detroit Tigers by late June, I would have considered hosting an intervention for you in which the possibility of sending you to an insane asylum would have been discussed. To think that the Sox would be this good halfway through the season was unfathomable, and I’d bet that most Sox fans would agree. Players who were seeing the baseball as a golf ball last year are seeing it as a beach ball this year. The runs are up, the bullpen ERA is down, and there’s many guys worthy of making the All-Star team. It’s an exciting time to be a Sox fan, and there’s a lot to look forward to over the next few months and beyond. That being said, let’s take a look at who those worthy players are:

Chris Sale, Starting Pitcher

Given the way he has pitched this season, one would have to think that Chris Sale has been pitching at the major league level for years. His path to stardom is well ahead of schedule, as he has looked nothing short of magnificent thus far this season. Sale ranks second in the American League in wins (tied at 8), third in ERA (2.47), fourth in WHIP (1.00), third in opponent’s batting average (.197) and fifth in K/9 (9.19, ranking him ahead of C.C. Sabathia, Justin Verlander AND Felix Hernandez). He has, without question, been one of the two or three best pitchers in the American League , and I don’t see him slowing down. Don’t be surprised if he not only makes the All-Star team but also starts for the AL come July 10. Clearly, most baseball fans would like to see Justin Verlander take the mound, but if he ends up making a start for Detroit less than five days before the game (or just decides he doesn’t want to pitch), Jim Leyland would have no problem telling him off. That would leave Sale, who deserves the starting nod as much as anyone.

Jake Peavy, Starting Pitcher

You can’t mention Chris Sale without mentioning Jake Peavy these days. The other half of this dynamic duo is in the middle of a coming of age season as he attempts to win the second Cy Young Award of his, what many would consider a very unlucky, and somewhat disappointing, career. After a number of shoulder injuries and a nearly career-ending experimental surgery in which the surgeon had to reattach a key tendon to the rear of his right shoulder, Peavy is finally back to old form. At 6-3, he ranks fourth in the American League in innings pitched (98.2), sixth in ERA (2.74), second in WHIP (0.97), fourth in opponent’s batting average (.198) and ninth in both strikeouts (83) and BB/9 (2.10). Of his 14 starts, 12 (repeat: 12) of them have been considered quality. Coincidentally, those other two are the only two starts in which he has given up more than three earned runs all season long. Amazing.

Peavy’s miracle season has been one of the best stories in baseball this year. After all he has been through over the past few years, making the All-Star team would really be something special.

A.J. Pierzynski, Catcher

I can’t remember the last time A.J. Pierzynski had a bad season in the majors, if ever, but it sure as hell wasn’t while wearing a White Sox uniform. Year after year, the dude just puts up solid offensive numbers across the board and continues to stay vastly underrated. It has been six years since Pierzynski’s made the All-Star team, but this might be the year he finally breaks that streak. He leads all AL catchers in RBIs (41), total bases (110) and runs scored (32 — tied with Minnesota’s Joe Mauer and Texas’ Mike Napoli), and he trails only Mauer in hits with 62 and Boston’s Jarrod Saltalamacchia in home runs with 12. Who knew the 35-year-old backstop still had it in him? With Napoli undeservedly leading the way in voting so far, it’s going to be tough for A.J. to beat out two of three great catchers in Mauer, Baltimore’s Matt Wieters and Saltalamacchia, but stranger things have certainly happened.

Paul Konerko, First Baseman

Just another under-the-radar season for Paulie Konerko. Time and time again, Konerko seems to remind all baseball fans that, although he’s getting older, he has no intentions whatsoever of slowing down. If you sat here and told me that he will continue to hit like this until the age of 40, I’d probably agree. But regardless of how good we think he’ll be in four or five years, right now is all that really matters. Through the first half of the season, Konerko is leading the American League with an incredulous .354 batting average and .426 on-base percentage. He also ranks fourth in hits (81) and slugging percentage (.585), which are both good for first among first basemen. Konerko leads all first basemen in home runs with 13 (Adam Dunn and Billy Butler are designated hitters, so they don’t count in my mind) and total bases (134), and he’s fourth in RBIs (39). It never ceases to amaze me how great this guy continues to be. With Prince Fielder likely to get the starting nod at first base, Rangers’ manager Ron Washington will have slow-starting guys like Albert Pujols, Adrian Gonzalez, and Mark Teixeira to choose from in addition to Konerko. I’d like to think that the current AL batting leader will be at the very top of his list.

Adam Dunn, Designated Hitter

Everyone knows the Adam Dunn story by now – he batted .159 last season and sucked beyond anyone’s wildest imaginations. But, 2011 proved to be a fluke, as Dunn has reverted back to old form, smashing baseballs out of any and every ballpark like it’s no one’s business. He leads the majors with 23 dingers and 55 walks. He’s also third in the AL in RBIs with 53 (first among DH), seventh in slugging percentage at .554 and tenth in total bases at 133 (both rank him third among DH). The only thing really holding Sox fans back from bowing down to this beast is his terrible .225 batting average and 109 strikeouts, which is 26 more than the next player. However, a low average, high strikeout totals and a boatload of home runs has been the story of Dunn’s 12-year career, so it just comes with the territory. He deserves to be considered for the All-Star team, that’s for sure, but there’s a lot of competition at DH this year. I smell a candidate for the Final Vote, but only time will tell.

Who I would pick: Chris Sale, Jake Peavy, Paul Konerko, A.J. Pierzysnki 

There should not even be a debate about Sale and Peavy — they’ve been two of the most consistent pitchers in all of baseball this year, and without them, the White Sox would arguably be a last place team right now. They’ve been that valuable.

If it was up to me, Paul Konerko would be starting at first base for the American League in a few weeks. But, seeing as how there are millions of other fans out there voting, my opinion pretty much means jack. Nevertheless, even when Prince Fielders wins the vote, Konerko should easily make the roster as the second or third first baseman. If he’s not, then Ron Washington is clearly still blowing lines during his free time and is only picking players based on name alone.

The most debatable guy on my list is Pierzynski. His stats alone should make him an All-Star, but because Mike Napoli is projected to win the starting gig, one spot gets taken from a guy who actually deserves to make the team. Both teams usually bring three catchers to the All-Star game though, so Pierzynski should still make it because of how valuable he has been to the Sox lineup.

I’m not picking Dunn because, assuming David Ortiz wins the vote for DH, there are still too many other guys at the position worthy of making the team. You have to remember that every team gets at least one All-Star. Coincidentally, the two best options along with Dunn (Kansas City’s Billy Butler and Toronto’s Edwin Encarnacion) have each been the best players for their respective teams this season, so there’s a good chance that one of them makes it instead. Even if Dunn doesn’t make the team, he still has a shot at making Robinson Cano’s Home Run Derby squad and, as I said before, there’s a possibility he makes it to the Final Vote, which would leave his fate in the hands of the fans.

Who will be picked: Chris Sale, Jake Peavy, Paul Konerko, A.J. Pierzynski

Dunn won’t make it for the reasons I just stated. If Pierzynski doesn’t make it, it’s for reasons very similar to Dunn — there must be an All-Star from every team. Because of that, Joe Mauer who, as you know, plays for the horrific Minnesota Twins, should be a no-brainer for the American League staff as the backup catcher and lone Twin to make the team. But, assuming the AL goes with three catchers, Pierzynski should easily get selected over Wieters and Saltalamacchia. If he doesn’t, it’ll just go to show you how truly under-appreciated he is around the league.

Protected by Copyscape Duplicate Content Finder

By the Numbers: Evaluating the Impact of Cubs and Sox Hitters

Bryan Lahair has been the most valuable Cubs hitter this season.

Paul Konerko has been the most valuable White Sox hitter this season.

It is almost overwhelming how many statistics there are to evaluate baseball players. Outside of your typical fantasy baseball categories, there are advanced statistics used to evaluate the individual’s, or team’s, hitting, pitching and fielding abilities, as well as sabermetrics used by front office people and baseball junkies to determine the true value of a baseball player (such as wins above replacement).

As we prepare for a long summer of Chicago baseball, I realize there’s probably not much to look forward to in terms of the immediate future of both the Cubs and White Sox. However, considering the Bulls season is now over and the Bears have yet to start training camp, I have to find a way to keep myself (and you guys) entertained. Therefore, instead of assessing crazy baseball statistics, I found a way to evaluate the every day hitters of our baseball teams, thinking that it may at least give us some hope for the future and/or make us want to pull our hair out.

In 1979, Bill James (the inventor of sabermetrics and a statistical god within the baseball community) developed a Runs Created Formula in an attempt to compute the number of runs “created” by a hitter throughout the course of a season (refer to the book Mathletics). In other words, if a team consisted of nine of the same player (nine Paul Konerkos, nine Starlin Castros, etc.), approximately how many runs would they have scored thus far this season and, more importantly, how many runs would they score per game? In order to figure this out, I gathered each player’s statistics and computed the runs created for each hitter using:

Runs created = ((hits + BB + HBP) X (Total Bases))  ÷   (AB + BB + HBP)

This metric alone, however, doesn’t necessarily give us an idea of how truly valuable a player is to his team. The problem with any runs created metric is that a bad hitter with a lot of plate appearances might create more runs than a great player with less plate appearances. In order to fix this problem, we must factor in outs. According to Mathletics, “Approximately 1.8% of all at bats result in errors. Hitters also create ‘extra’ outs through sacrifice flies (SF), sacrifice bunts (SAC), caught stealing (CS), and grounding into double plays (GIDP).”  Therefore, “game outs used” can be calculated with this equation:

Game outs used = .982(AB) – hits + GIDP + SF + SAC + CS

By dividing that number by 26.72 (the total number of game outs available in a game, taking into account the .018 approximate number of errors per 27 outs in a MLB game), I was able to determine the number of games’ worth of outs that have been used by each batter.  That leaves this equation as the final step:

Runs created per game =  runs created  ÷  games’ worth of outs

Below are the numbers for each Cubs and Sox every day hitter:

As you can see, the numbers don’t lie. Anyone who follows and watches the Cubs and/or Sox knows that their two most valuable hitters thus far have been Bryan Lahair and Starlin Castro, and Paul Konerko and Adam Dunn, respectively. Ironically, I already wrote posts about Lahair, Dunn, and Konerko and the amazing success they’ve had this season (or in Konerko’s case, his career).  Castro is only 22 years old, but he’s already one of the best pure hitters in baseball. He has an incredible knack for making contact, even on balls out of the strike zone (think Vladamir Guerrero). The reason his runs created per game number is not as high as you would think is because of his inability to walk and lack of power. But again, he’s only 22 years old. The kid will continue to improve and get stronger as he gets older. The walk and home run numbers will only go up. He has an extremely bright future.

Although that’s all great to look at, I can’t help but focus on the two names at the bottom of the Cubs list: Alfonso Soriano and Geovany Soto. To put into perspective how disappointing these two players have been (and disappointing is a severe understatement), look at their numbers during their best seasons as Cubs players:

We can all agree, even before seeing this, that Soriano is an absolute joke. I can sit here and shred him to pieces if I really want to, but after all these years of extreme frustration, it’s not even worth my time anymore. He’s an atrocious baseball player, and to think that he was a 40/40 player (40 homers/40 stolen bases) only 6 years ago when we signed him nearly makes my head explode. In his first season as a Cub (consequently his best), Soriano created over 4 runs per game more than he does now. Amazing. And you know what else is amazing? Bryan Lahair creates 3.77 runs per game more than Soriano this season. What are their salaries, you ask? Lahair is currently getting paid $482,500 in his first season as a 29-year-old. Soriano, who is only five years older, is making $18,000,000. This means that Soriano is being paid 37 times as much as Lahair, yet Lahair is rated as being 8.26 runs better per game than Soriano. That truly upsets me. But, as we all know, athletes get paid for past performances. Every contract in baseball is guaranteed. Some Cub fans seem to think he will eventually get his act together over the next few years. And for whoever does think that, let me take away whatever it is you’re smoking and tell you this: no he won’t. He will never even be a third of the player he used to be. End of story. Too bad the next two and a half years can’t come any sooner.

You think I’m going to let Geovany Soto off the hook? C’mon man. There’s one word to describe how pathetic he’s been the past couple of years: EW. What in the world happened to this guy? Not only was Soto an All-Star in 2008, but he also won NL Rookie of the Year AND finished 13th in NL MVP voting. I don’t have an answer for his shocking lack of production since that great season, but I wish I did. The fact that he’s creating a team worst 2.24 runs per game (only factors in every day players) compared to 6.73 in 2008 speaks for itself.

As for the White sox, Paul Konerko has obviously had a great season, as he continues to be the most valuable hitter in their lineup year in and year out. Alejandro De Aza has been a pleasant surprise. He certainly didn’t have the highest of expectations coming into this season, but he has proved to be worthy of an everyday starter in center field – something the Marlins didn’t give him a fair chance to do. And after signing a fat 4-year, $32.5 million extension last winter, Alexei Ramirez is continuing to disappoint. For the number of at bats he’s had (leads the team), he has been arguably the worst hitter at his position this season – just horrendous.

I know I already praised Adam Dunn the other day for how great he has been this season, so I’m not going to get into it again here. Comparing this season’s numbers to last season, though, is really incredible. You can look at his 2011 numbers below:

Dunn’s creating 5.94 more runs per game in 2012, and he has created almost as many runs in seven weeks this season as he did ALL of last season. What a turnaround. Good for him.

As I said earlier, there are so many ways to measure the value of Major League players. Using runs created is a little more unique than most and has proven to be very accurate. This metric shows us how truly valuable players like Bryan Lahair and Alejandro de Aza have been, and hopefully will continue to be, this season. It also shows us how disappointing every day players like Geovany Soto and Alexei Ramirez have been thus far. But regardless, there are nearly 130 games left to play. There’s more than enough time for improvement – or not. We can only hope for the best.

Protected by Copyscape Duplicate Content Finder

The Curious Case of Paul Konerko

Paul Konerko is the Benjamin Button of baseball. Will he eventually sneak into the Hall of Fame because of it?

What if I were to tell you that, by the end of his career, Paul Konerko will deserve to be in the Hall of Fame some day? You’d think I was crazy, wouldn’t you? Paul Konerko in the Hall of Fame? No way in hell. But would you have anything against my claim? I bet your only argument would be that he’s just not good enough. Unfortunately, that argument won’t cut it. I urge you to find a more underrated player in Major League Baseball over the last decade than Paul Konerko. You can’t do it. At the age of 36, Paulie has only gotten better with age. There are few players as respected within the baseball circle as Konerko. Even as a diehard Cubs fan, I have always respected him as a player and person. He’s been with the White Sox since 1999 and owns a World Series ring. But even after all my sentimental BS, you want facts. First, let me enlighten you with the reality that this man has actually gotten better with age:

I know, there’s a lot of numbers to look at, so I don’t expect you to go through them all. But if you want one major takeaway, it’s this: Konerko’s statistics between the ages of 34 and 35 (past two seasons) compared to what should be considered his “peak years” (ages 28-31) are clearly better. Although he’s averaging five fewer games and 17 fewer at bats per season these past two years, he’s still to managed to average more hits and much higher average/OBP/SLG splits. The home runs and RBI’s are nearly identical. The two seasons in between (2008-09) are somewhat of an enigma – Konerko was battling some injuries in 2008 and for some reason, he just wasn’t the same player. He’s found his groove over the last couple of seasons, and it’s carried into the 2012 season, where he’s sporting a line of .345/.426/.584 thus far. After that, though, it’s hard to say exactly how Konerko’s career would end up (injuries, bad lineup protection, etc. all play factors).

The good thing is this: many baseball fans, like myself, tend to project hypothetical statistics in order to determine how a player’s career will end. Forget the crazy math that goes into calculating projections for fantasy sports and stuff – no one knows where those projections really come from anyways (at least I don’t). Everything is about hypotheticals with baseball. “If A-Rod averages X amount of homers over the next X amount of years, he will shatter Hank Aaron’s home run record.” Things of that nature. Nothing is ever set in stone.

That’s why I would like to randomly project how Konerko’s career numbers will end up IF he continues at a rate similar to that over the past two seasons AND retires at the age of 39 (keep in mind that he may very well play until he’s 42 or so, so these numbers can be spread over a few extra years instead of just three). For the rest of the 2012 season, let’s assume, based on his history alone, that Konerko will play about 148 games and will end up with 540 at bats. In order to make our lives easier, let’s also assume he will come back down to earth this summer and have the same exact same splits that he has averaged the past two years. I will base home runs, RBIs, and runs on this season’s current pace and then add it up for “projected” totals.

Based on this process, here is what his 2012 numbers will look like: .306/.391/.551 with 165 hits, 29 HRs, 86 RBIs, and 76 runs. In order to address the main purpose of this post, I asked myself, “If Konerko were to go against all odds by continuing to not slow down with age, what would his career numbers look like if he averaged 30-100-75 with .306/.391/.551 splits for the next three seasons, and where would they rank up against the all-time great first basemen?” Before I answer that hypothetical question, here are the career numbers for every Hall of Fame First Baseman and how Konerko currently matches up with them:

At only 36 years young,  Konerko would be one of just six hall of fame first basemen in the 400 Home Run Club. Regardless of his home run numbers, though, these stats probably would not cut it for the Hall of Fame. Everyone knows that baseball players have always been judged, and will always be judged, strictly based on their numbers. So, let us go back to the question I just asked and look at what Konerko’s career could potentially end up looking like (I reiterate potentially because, again, these numbers are merely based on his positive trajectory over the past two seasons and a lot of good fortune):

Attaining these numbers is by no means out of the question. How Konerko has gotten better with age is a mystery of its own, but it just proves that there’s no reason to think he can’t keep it up for a few more years, especially after how well he’s been hitting the ball so far this season. You can see that if Konerko does somehow achieve, or even surpass these numbers, he will finish with more hits, RBIs, runs and a higher slugging percentage than over half the first basemen in the Hall of Fame. He will also become one of only 25 (possibly more by then) major league baseball players ever to join the 500 Home Run Club (all of whom either made the HOF, are not yet eligible for the HOF, or whose numbers are tainted by the Steroid Era). If that’s not Hall of Fame worthy, it would be a damn shame.

%d bloggers like this: