Archive for August, 2008

Bust Out The Walking Stick

Last night, we saw one of the strangest rallies of the year. The suddenly surging Houston Astros… well, just look at it for yourself.

Top 6, SF @ Houston, Giants lead 1-0, Barry Zito pitching.

Ty Wigginton reaches on an infield single
Mark Loretta walked
Miguel Tejada singled to center
Lance Berkman walked
Geoff Blum hit a sacrifice fly
Hunter Pence intentionally walked
Reggie Abercrombie hit a sacrifice fly
Humberto Quintero hit by pitch
Randy Wolf walked
Ty Wigginton hit by pitch
Mark Loretta hit by pitch
Miguel Tejada flew out.

That’s a six run inning based on an infield single, an actual single, four walks, and three hit by pitches. 12 men came to the plate, and thanks to the classification between PA and AB, the Astros went 2 for 3 on the inning. You might not ever see a worse pitching sequence than hitting Quintero, walking Wolf, hitting Wigginton, and hitting Loretta in succession.

For the Astros, it’s another odd win in a winning streak that only the Astros front office saw coming. They were openly mocked for making trades to add veterans when they have next to no chance of making the playoffs, but the Astros have responded and are playing their best baseball of the season. It won’t matter, though, because their seven game winning streak has simply served to keep them even with the Brewers, who have won eight in a row.

Of course, if they can score six runs in an inning where they get just two singles, maybe anything is possible.


Not Quite Yet, Cliff

This afternoon, Eric presented the case for Cliff Lee, asking the somewhat rhetorical question of whether he’s already wrapped up the Cy Young award. Well, Roy Halladay called, and he told me to tell Eric “not so fast, buddy”.

First, the comparison of traditional stats.

Wins: Lee (16) over Halladay (13)
ERA: Lee (2.45) over Halladay (2.72)
Innings: Halladay (182) over Lee (161 2/3)
Strkeouts: Halladay (155) over Lee (128)
Complete Games: Halladay (7) over Lee (2)

If you don’t like to go beyond the 1950s numbers to evaluate pitchers, then you have to decide whether you like quality (Lee) or quantity (Halladay). Lee’s surface numbers are a bit better, but Halladay’s pitched more. I’d imagine most voters who base their decisions on Wins and ERA will go with Lee, but for those of us who think pitchers should be evaluated by metrics a little more current, let’s take a look at how they’ve performed in things they can control.

BB/9: Lee (1.22) over Halladay (1.53)
K/9: Halladay (7.66) over Lee (7.13)
HR/9: Lee (0.39) over Hallday (0.64)
WPA/LI: Halladay (3.97) over Lee (3.90)

Lee has a lead in the two command factors of FIP, walks and home runs, by slight but significant margins. Halladay has a similar lead in dominance, getting more strikeouts and ground balls. Hallday’s FIP of 2.99 is half a run higher than Lee’s 2.48, almost all of which is tied to Lee’s home run prevention. On a per inning basis, Lee’s got the advantage, no doubt.

However, as WPA/LI shows, the extra 20 innings that Halladay has thrown matter. If Lee had thrown the same 182 innings that Halladay has completed, his advantage based on FIP would be FIP (or ERA, as both have ERAs close to their actual performance) would be about 8 or 9 runs. Halladay, however, needs to get credit for pitching more often, so we need to adjust the difference in innings to account for the other pitchers Cleveland has had to use in lieu of Lee going deeper into the game.

Lee has allowed 46 runs in his 162 2/3 IP, but the Indians bullpen has been terrible this year, allowing 5.38 runs per nine innings as a group. If we multiply that RA times the 20 inning difference between Lee and Halladay, we get an additional 12 runs given up. That would push Lee + bullpen’s total to 58 runs allowed in 182 innings, which is just six runs better than Halladay’s runs allowed total.

The extra innings Halladay has pitched close the gap, but not entirely – Lee still has the lead right now, even after accounting for quantity. However, with a month and a half to go in the season, there’s still certainly time for Halladay to make up the difference and then some.

Lee’s season has been great, but Doc Halladay isn’t that far behind. Let’s not give him the Cy Young just yet.


Update: Cliff Lee is Still Good

Is it just me or has there been a recent dearth of articles focused on Cliff Lee lately? It seems like all the major sources used up their Cliff Quota earlier in the year when he looked more like a fluke than now when he seems to be much more for real. Regardless, it’s time to check back in with our AL Cy Young Award-favorite and see how his season looks and what it might look like when September ends… and wake me up when that happens… ten points to whomever catches that reference.

In 23 starts, Lee has gone 161.2 innings, giving up 152 hits—just 7 of which are home runs—and 22 walks while fanning 128 batters. His HR/9 of 0.39 leads all of baseball, as do his 1.22 BB/9 and 5.82 K/BB. He has a 2.45 ERA which happens to be lower than any other starter and his FIP, which could show whether or not he has been lucky or unlucky, comes in a mere three-hundredths of a point higher at 2.48… which also happens to be the best in the bigs.

Another indicator of luck is BABIP, where we would expect someone not “for real” to have a very, very low mark; Lee’s is right around the average .300 at .307. His strand rate is 78.1% which, while very impressive, is not ridiculously unsustainable, especially for someone pitching on as elite of a level as Lee. All of these numbers have translated into a league best 4.97 WPA, a league best 3.90 WPA/LI, and a league best 4.07 REW.*

*There have been a lot of questions regarding REW. To clarify, it is Wins based on shifts in Run Expectancy, not Win Expectancy. It is essentially BRAA (Batting Runs Above Average) quantified in terms of Wins.

Seems like I’ve been writing the words ‘league’ and ‘best’ an awful lot so far. I’d stop, but the Indians lefty happens to lead baseball in many important categories. A really interesting note is his shift in GB/FB ratio. Prior to this year his ratio had never topped 0.84, whereas right now he has a 1.29, meaning he has been inducing many more groundballs. Not only does it seem that Lee’s numbers are the results of skills rather than luck, he seems to have become a different type of pitcher.

His in-season projection calls for 61 IP, 58 H, 6 HR, 15 BB, and 42 K over his remaining nine starts which would result in the following seasonal line: 32 GS, 222 IP, 210 H, 13 HR, 37 BB, 170 K, 1.11 WHIP, 2.78 ERA, 2.79 FIP.

Tom Tango discussed a really interesting way of turning the +WPA and -WPA found here into a W-L metric, so what happens when we plug Lee into that equation? His 16-2 becomes a 13-3, so his W-L has done a pretty good job of letting the public know how good he has been. With that in mind, has this guy already wrapped up a Cy Campaign? Is there any way he doesn’t win the award? I mean, his remaining nine starts are calling for a bit of a regression and even if he regresses more than that his numbers should still end up better than any other AL starter. If not, who would step in and take it away?


From Out of the Blue

Ryan Strieby’s 2008 performance has taken a lot of people by surprise.

The Detroit Tiger’s fourth round selection in 2006 had an off-season in his first full year in 2007 in A-ball with a line of .253/.347/.422 with 16 homers in 443 at-bats. There were signs that improvements could be coming with 63 walks and just 78 strikeouts. He also had a .275 BABIP.

No one, though, would have predicted a .140 jump in slugging percentage with a promotion to the pitcher-friendly Florida State League in 2008. Strieby has been immensely powerful in the last month and a half (157 at-bats) with 19 homers. Overall, he currently has 29 in 421 at-bats, along with a line of .278/.352/.563. His power has come at a cost, as he has now struck out 101 times (Up seven percent from 2007) and walked just 46 times (Down about three percent).

The Detroit Tigers have one of the worst systems in baseball and Strieby’s season has put him near the top of the organization’s prospect list despite the inconsistencies throughout his career. The right-handed slugging first baseman is not unlike fellow Tigers’ prospect and left-handed hitter Jeff Larish, who had a line of .267/.390/.515 with 28 homers in 454 at-bats one level higher at Double-A in 2007.

If Strieby’s power surge is for real, and he can continue to hit .260-.280, he could potentially pair with Larish in the Majors in late 2009.


Presented Without Comment (okay, with less comment)

The Crazy Game

The Red Sox had a 98.7% Win Expectancy at the end of the first inning.

There were 15 extra base hits in the game. Six other games last night had 15 hits of any kind by both teams combined.

11 pitchers were used. Only two did not allow at least one run.


Javier “Frustration” Vazquez

Growing up as a young Phillies fan, prior to my introduction to sabermetrics or advanced analysis, there were a few things I knew, essentially as facts: the Braves would win the division every year, Scott Rolen was an absolutely incredible fielder, and when the Expos had Javier Vazquez on the mound they were going to be tough to beat. I didn’t immerse myself in the numbers but perhaps the scout in me just knew that his ridiculous movement, repertoire and savvy out there on the mound was bound to baffle hitters.

As I became more sabermetrically inclined it hit me as a shock that his numbers were so, well, what they were. They weren’t bad. They weren’t below average. They weren’t average either. His numbers were above average but nowhere near what they should have been based on the way he looked on the mound and on the potential he possessed. Vazquez, as I would grow to understand, is the classic example of a pitcher whose stuff, savvy, and potential are never fully realized, but who will never experience a drought of suitors based on the belief that he can still figure things out.

Here are his ERA and FIP marks since 2000:

2000: 4.05 ERA/3.67 FIP
2001: 3.42 ERA/3.21 FIP
2002: 3.91 ERA/3.68 FIP
2003: 3.24 ERA/3.31 FIP
2004: 4.91 ERA/4.78 FIP
2005: 4.42 ERA/4.06 FIP
2006: 4.84 ERA/3.86 FIP
2007: 3.74 ERA/3.80 FIP
2008: 4.74 ERA/4.02 FIP

Notice anything? Perhaps that his FIP is just about always better than his ERA? Based on his controllable skills, Vazquez is a very, very good pitcher, but for whatever reason this does not always come to fruition in his ERA. Granted, ERA is not the best metric to gauge pitcher performance, but when a guy consistently posts lower FIPs you have to wonder what exactly is going on.

Each year he posts very good K/BB ratios and solid walk and strikeout per nine inning rates. Additionally, from 2001-07, his WHIP ranged from 1.08-1.29, so it isn’t as if he has allowed a plethora of baserunners. His strand rate in that span is around 72%, which is league average, meaning he hasn’t been drastically unlucky in that regard. All told, he has great controllable skills, doesn’t allow many baserunners, and strands around the average rate, yet something is preventing him from being an annual Cy Young Award contender.

He throws a two-seam fastball which is more closely associated with a sinker than a hard heater. Because of this we wouldn’t be wrong to expect good groundball numbers from Javy. Since 2005, however, his GB/FB has been under 1.0, which tells us that he has been allowing more flyballs than grounders. His home runs allowed could be a big factor in preventing him from being more successful: From 2001-2007, of all starters with at least 180 starts in that seven year span, Vazquez has the 6th highest HR/9.

Perhaps something in his location or use of pitches is catalyzing these home runs, or perhaps not. All I know is that he has been a very frustrating pitcher because he just looks like he should be so much better… and he isn’t. Not that he’s bad, by any means, but he should be a perennial all-star. Any thoughts? Or can anyone think of an equally frustrating pitcher?


Perception Differences

Let’s play one of baseball writer’s favorite games – anonymous player comparison!

Player A, 2007: .386 OBP, .562 SLG, 3.42 WPA/LI
Player B, 2007: .386 OBP, .554 SLG, 3.51 WPA/LI

Player A, 2008: .384 OBP, .526 SLG, 2.32 WPA/LI
Player B, 2008: .373 OBP, .528 SLG, 2.31 WPA/LI

That’s two years where both players have been almost identical in terms of offensive value. They couldn’t be viewed any more differently by most of baseball, however.

Player A is Hanley Ramirez, the Marlins all-star shortstop, sometimes mentioned MVP candidate, and widely considered one of the most valuable players in the game. Player B is Adam Dunn, the guy who was traded for a marginal minor league starter and two PTBNL’s on a waiver-wire deal yesterday.

Now, there’s obviously a big difference between them – Ramirez plays shortstop, and Dunn plays outfield. But neither of them are particularly adept defenders relative to their peers, so most of the actual difference between their value comes from the position adjustment required to make up for the difference in expected offensive from an SS and an LF.

The average NL SS is hitting .271/.328/.396, while the average LF is hitting .273/.351/.460. That’s a significant difference, and when plugged into a win value calculator, the difference comes out to about one win over the course of the season. Even if we wanted to give Ramirez a bit of extra value for being a better shortstop than Dunn is an outfielder (which is arguable, but possible), the most we’ll be able to get the difference up to is 1.5 wins over a full season.

There’s a difference, no doubt, but can you imagine the media reaction if the Diamondbacks had traded for Hanley Ramirez yesterday? It’s not exactly a proportional response to the actual difference between the two. More than anything else, the way Dunn and Ramirez are perceived tells us just how strongly batting average still has a hold on the game as a whole.


The Price Could Be Right This Fall

David Price has been very, very good this season.

It might have seemed like a foregone conclusion that the 2007 first overall pick would dominate in professional baseball but quite a few recent No. 1 overall picks have not been that great, including Matt Bush, Brian Bullington and even Luke Hochevar.

Price did not pitch after being selected in 2007 due to ongoing negotiations and he was slowed early on in 2008 by injury woes. The 6’6” southpaw began his season in the High-A Florida State League and toyed with the less-advanced hitters, allowing 28 hits in 34 innings with seven walks and 37 strikeouts.

Price was then promoted to Double-A where he has not missed a beat by allowing 42 hits in 57 innings with 16 walks and 55 strikeouts. With runners in scoring position, Double-A hitters are “hitting” just .118 suggesting he could have some immediate success in a big league bullpen if the Rays wanted to limit his innings this season. Overall, he is 11-0 in his pro career with a 1.87 ERA.

As good as he was in college, it is still a little surprising that Price has been this successful this quickly. He is poised to be a secret weapon as the Rays approach the organization’s first playoff series since its inception. Price could have a Francisco Rodriguez-type of impact this fall.


The Best of the ’90’s Nine

Upon looking back at the best pitchers of the 1990s, whose careers continued into the Y2K era, a general concensus seems to exist involving which ones sit atop the totem pole. The order of these pitchers may differ from list to list but, based on several articles written by some smart and reliable writers, that list tends to include: Roger Clemens, Greg Maddux, Pedro Martinez, Randy Johnson, Tom Glavine, Curt Schilling, John Smoltz, Kevin Brown, and Mike Mussina.

Some feel all nine of these pitchers are Hall of Fame-worthy. Others draw the line after Smoltz. Some more say all but Brown are deserving. Regardless, it does seem that these nine pitchers had the most impact on the game from a starting pitching standpoint, especially in the statistical department. With that in mind, I went to each of their profile pages and isolated, using WPA/LI, their best seasons. Below they are ranked by these context-neutral wins:

Pedro Martinez (00): 8.09 WPA/LI, 1.74 ERA/2.16 FIP, 0.74 WHIP, 32 BB/284 K
Greg Maddux (95): 6.86 WPA/LI, 1.63 ERA/2.25 FIP, 0.81 WHIP, 23 BB/181 K
Roger Clemens (97): 6.23 WPA/LI, 2.05 ERA/2.25 FIP, 1.03 WHIP, 68 BB/292 K
Randy Johnson (95): 6.15 WPA/LI, 2.48 ERA/2.08 FIP, 1.05 WHIP, 65 BB/294 K
Curt Schilling (02): 6.07 WPA/LI, 3.23 ERA/2.40 FIP, 0.97 WHIP, 33 BB/316 K
John Smoltz (96): 5.23 WPA/LI, 2.94 ERA/2.64 FIP, 1.00 WHIP, 55 BB/276 K
Kevin Brown (98): 5.08 WPA/LI, 2.38 ERA/2.23 FIP, 1.07 WHIP, 49 BB/257 K
Mike Mussina (01): 4.28 WPA/LI, 3.15 ERA/2.91 FIP, 1.07 WHIP, 42 BB/214 K
Tom Glavine (91): 4.13 WPA/LI, 2.55 ERA/3.05 FIP, 1.09 WHIP, 69 BB/192 K

First, some commonalities. Nobody here had a WHIP 1.10+ in their best season; the highest ERA, 3.23, belongs to Schilling, who actually had the biggest E-F discrepancy at -0.83. Nobody had an FIP higher than 3 except Glavine, who also had the highest WHIP, most walks, and second lowest amount of strikeouts. Okay, so it seems that Glavine had the worst best-year of this group and Pedro’s 2000 (as well as his 1999 campaign) just might be the best pitched season in the history of the sport, but I’m curious to know your thoughts on the rankings of these best seasons and how you would rank their careers overall.

Would you stick with the WPA/LI in ranking their top seasons? Does this order represent the order for their overall careers?

While I have a feeling the top four will remain the same it should be very interesting to see some takes on how the bottom five are ranked with some reasoning behind it. With enough of a vote we’ll be able to see if any real concensus exists with regards to their order of effectiveness.


Johnson’s Domination

We’ve discussed here as well as at Statistically Speaking with regards to Pedro Martinez’s pitching in 1999-2000 as perhaps the best we have ever seen, but another peak for a different pitcher in a similar span should not be overlooked. Though the numbers compiled in this peak may not be as impressive in the grand scheme of things they point to a domination of hitters. I’m speaking of Randy Johnson and his performance from 1999-2002.

For starters, here are some of his peripheral numbers in each of these seasons:

1999: 35 GS, 271.2 IP, 207 H, 75 ER, 70 BB, 364 K, 1.02 WHIP, 2.48 ERA, 2.75 FIP
2000: 35 GS, 248.2 IP, 202 H, 73 ER, 76 BB, 347 K, 1.12 WHIP, 2.64 ERA, 2.53 FIP
2001: 34 GS, 249.2 IP, 181 H, 69 ER, 71 BB, 372 K, 1.01 WHIP, 2.49 ERA, 2.12 FIP
2002: 35 GS, 260.0 IP, 197 H, 67 ER, 71 BB, 334 K, 1.03 WHIP, 2.32 ERA, 2.66 FIP

Let those babies sink in. Those are four absolutely ridiculous seasons. His 2000 campaign “looks” worse than the other three seasons yet his FIP of 2.53 comes in as the second lowest. In 1999 he led the NL in ERA, CG, IP, and Strikeouts. In fact, his 364 K outranked everyone by a very wide margin; second place was Kevin Brown and his measly-in-comparison 221 punchouts. He also finished second in WHIP by two-hundredths of a point.

The following season he again ranked in the top three in just about every category, finishing first in CG and K (347 to Chan Ho Park’s 217); he also finished 2nd in ERA and 3rd in IP and WHIP. In 2001, he led the league in ERA, Strikeouts, and WHIP while finishing 2nd in IP to teammate Curt Schilling. And in 2002, he led in ERA, CG, IP, and Strikeouts while finishing 3rd in WHIP. Those are just the peripheral numbers.

In terms of Win Probability, here are his WPA/LI and REW numbers, as well as their ranks in each of these seasons:

1999: 5.04 WPA/LI (1st), 5.93 REW (1st)
2000: 4.41 WPA/LI (2nd), 4.82 REW (1st)
2001: 5.84 WPA/LI (1st), 6.25 REW (1st)
2002: 4.43 WPA/LI (2nd), 5.91 REW (1st)

We all know RJ as a strikeout machine, and his K/9 counts in these four seasons did not disappoint. 12.06 in ’99, 12.56 in ’00, 13.41 in ’01, and 11.56 in ’02. He of course led the league in each of these seasons. Equally impressive are his K/BB ratios; it isn’t as if he struck out a ton of batters but walked many as well. No, Johnson’s lowest K/BB in this span was 4.57 in 2000. In 1999 he clocked in at 5.20; a 5.24 in 2001, and a 4.70 in 2002. These ratios placed him either second or third in each season.

All told, Johnson led the league or finished no lower than third in all of these categories for four straight seasons. He is without a doubt a Hall of Fame pitcher and the kind of guy whose starts used to be considered “events.” While it usually takes a few years after a player retires to detach ourselves from the most recent performance—for instance, it’s tough to really remember every facet of Johnson’s peak when we see his most recent seasons on the Yankees and again DBacks—let’s not forget that the man who induced a Lou Collins flyout in the film Little Big League had arguably the second best peak in baseball history.