We have moved to our new permanent home at HighHeatStats.com!

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We have moved to HighHeatStats.com!

Posted by Andy
We have moved the blog to our new permanent home at HighHeatStats.com. Please update your bookmarks and/or RSS feed reader.

A few notes:

  • All content on this old blog will remain here in perpetuity.
  • The new blog features an open comment system, so if you had trouble posting comments here, be sure to check out the new location.
  • Similarly, the new blog is on its own domain (instead of Blogger) so if you were blocked at work, you'll be able to view it now.
Thanks for all your support on this transitional blog and come check us out at our new home!

10-year WAR leaders, by position

Posted by Anonymous
Here are the overall leaders in bWAR for the past 10 years combined (2002-11), by position:

1986 Mets anagrams

Posted by Andy
C: Racy garter
1B: Harkened zenith
2B: Macaw blankly / Futile Met
3B: Yank right
SS: A fan at arsenal
LF: Forego greets
CF: Lanky nerd sty
RF: Starry dry warbler

Bench: I'm like son...woo!, I'll kvetch mine, Nod jaw..oh horns!, Penny head, I'm a Lee...I'll zz...

SP: Winged hot dog
SP: Darn girl...no!
SP: Jobbed a boy
SP: Frenzied sand
SP: I lick area rug

CL: Mr. College word / Jeers...coos...so?
RP: Skid...go us!
RP: Remand a ninny

Manager: Enjoy vans....doh!

Franchise Games Leaders - Position Players

Posted by Anonymous
Here are the leaders in games played for each current franchise, as compiled by me through the B-R Play Index.

Juan Pierre sucks. Bad.

Posted by Andy
The Phillies signed Juan Pierre to a minor league deal.

Here are some random observations about his career stats.

THIS guy played for THAT team?

Posted by Andy
Following up on a recent post at Night Owl Cards, here is a look at some unusual photos of players in a uniform that we don't really associate them with. I'm drawing all of my cards from the 1988 Topps Traded set.

Best 5-Year WAR by Non-HOF Pitchers

Posted by Anonymous
Since 1893, these are the non-Hall of Fame pitchers with at least 25.0 WAR in a 5-year span. Only those retired long enough to have appeared on a HOF ballot are listed. Limit one entry per pitcher. Baseball-Reference WAR formula is used.

Trivia Time # 214,000,000

Posted by Anonymous
[Note: The trivia question has been answered; see comment #17.]

What statistic unites Prince Fielder and Gabby Hartnett as a unique group in the history of major league baseball?

The correct answer will be in the form of:
"Prince Fielder and Gabby Hartnett are the only players in MLB history who have ______."

P.S. The headline is not intended as a hint.

The 50 most underrated pitchers in history

Posted by Andy
Phil Niekro in 1987
Icon SMI
We've reached our final list for this exercise, and this one is the most underrated pitchers. We use the same metric (warts and all) as with the previous posts.

This photo to the left has been the basis of many baseball cards that used drawings of players. See, for example, this 2008 Upper Deck Goudey card.











Miggy & the Prince

Posted by Anonymous
There will be no shortage of talk about the size of the contract Detroit gave to Prince Fielder ... not to mention the size of the player himself. But for the moment, let's look at teams that have had two hitters as good as Fielder and Miguel Cabrera.

Among all MLB hitters over the past 3 seasons, Cabrera and Fielder rank #2 and #5(t) in OPS+:

The 50 most overrated pitchers in baseball history

Posted by Andy
DON'T FREAK OUT.

This study uses the same methodology as the 50 most overrated batters post.

That means it's skewed towards career WAR over peak WAR, as well as targeting pitchers who were more popular or pitched more recently.

Thus, the list is populated mainly with great pitchers who had shorter careers and excellent recent pitchers.

Got it? The study is skewed in terms of fan voting on the B-R.com EloRater and punishes pitchers with a high peak WAR but lower career WAR.

Being popular is overrated
Two of these three make the most-overrated list
Icon SMI

The most underrated batters of the 1970s & 1980s

Posted by Andy
By request, here are the most underrated batters of the 1970s and 1980s. I have used the exact same method as before and selected out the top 40 players who appeared in those decades.

Retweet this to enter the Twitter raffle for some awesome baseball loot

Posted by Andy
As we're finally approaching 500 followers on Twitter, we're just about to give away our cool prize. I am going to add a couple more calendars and a whole mess of baseball cards to the loot. All you need to do is retweet the link to this post (and be a follower of High Heat Stats), and when we reach 500 followers I'll pick someone at random and award the prize.

Trivia Time: One Team, One Position

Posted by Raphy
In the history of Major League Baseball, only five players have played at least 1000 games, but only played one position for a single team. Can you name them?

The answer is here.

The 50 most underrated batters in baseball history

Posted by Andy
Following is the list of the most underrated batters in baseball history. Just as with our list of the 50 most overrated batters, the method utilizes Baseball-Reference.com's EloRater as well as its career WAR data for each player. You can read the detailed method here.

Very briefly, we've used the player's ranking on the EloRater to determine an expected career WAR (eWAR) and then subtracted that from his actual career WAR (bWAR) to find the difference. The players with the 50 largest such differences are listed below.

Robin Yount - a Hall of Famer but still underrated
Icon SMI
You will see that this list is dominated by two types of player:
  • Players from the early 1900s or late 1800s: these guys are comparatively forgotten and lose more than their fair share of EloRater matchups.
  • Players who had great careers but are disliked.
I'm not giving away a huge secret by mentioning that Barry Bonds is #1, thanks to his EloRanking of 25 at the time we worked up this data, despite the fact that he is #2 in career WAR, just a smidgen behind Babe Ruth.

OK--here's the list.

Defining moment: "Pitchers' duel"

Posted by Anonymous
Bill James has a column on Grantland naming his "100 Best Pitchers' Duels of 2011." What caught my attention was not so much the list, but the premise -- his working definition of "pitchers' duel":

The 50 most overrated batters in baseball history

Posted by Andy
(This is a re-imagining of Raphy's excellent concept of using Baseball-Reference.com's EloRater as a fairly objective measure of which players are overrated and underrated. He deserves much of the credit for this post, plus Sky Kalkman gets a nod for helpful suggestions.)

Joe DiMaggio giving his Hall of Fame induction speech in 1955, while
Marilyn Monroe looks on from a window above / Icon SMI
Having just completed two series of posts on under-appreciated players, it's become clear to me that it's very tough to define "overrated" and "underrated" not only because each individual has a unique perspective, but also because we can't really know what everyone else thinks.

How can we judge a player's perceived value in comparison to his real value? It's not easy, but this study attempts to find a way of doing that.

I'm not going to bore you with a long explanation of the methods used. You can read that here if you wish. The basic idea is this:
  • Start with a player's actual career WAR, taken from Baseball-Reference.com (so we call it bWAR).
  • Look up the player's rank on B-R's EloRater, which uses a pretty neat algorithm for allowing thousands of site users to rank players.
  • Calculate an expected career WAR (or eWAR) based on that player's EloRater ranking (which, in brief, is done by averaging the career WARs of the players surrounding that guy on the EloRater.)
  • Find players for whom the difference, bWAR - eWAR, is the largest. A big positive value means the player is underrated while a big negative means the player is overrated.
Now, before we move onto the actual list, let's talk for a moment about what it means to be overrated in this study. It does not mean that the player was not very good. The vast majority of the players on the overrated list were really good. It simply means that there is a discrepancy between their EloRater ranking and bWAR. As near as I can tell, there are numerous reasons why this happens:
  • The player is given "extra credit" in the EloRater rankings due to missed time. Example: Ted Williams missing time for war service
  • The player is given "extra credit" in the EloRater rankings for post-season performance, which of course is not factored into bWAR. Example: Joe Carter in the 1993 World Series
  • The player is not appropriately judged for negative defensive contributions that hurt his bWAR. Example: Jermaine Dye
  • The player is a fan favorite who is given more credit than he deserves in the EloRater rankings. Example: Don Mattingly
  • The player is given "extra credit" for efforts as a manager or other non-playing role. Example: Lou Piniella
  • The player is given extra credit to make up for unfair blame he received for something else. Example: Bill Buckner
  • The player has gotten a higher EloRater ranking on the strength of 1 or 2 really strong seasons that are not representative of his career. Example: George Bell
  • The player played in a particularly favorable home ballpark: Example: Vinny Castilla
So as you read the list below, keep in mind that it's generated from these two data sets--the EloRater and bWAR--and that as with any stats, they have their limitations.

Also, another way to think about this is a player's popularity and reputation vs. his actual performance. Many of the guys are on the overrated list because they are beloved, even more than their stats suggest they should be.

90+ walks one year, no other years of 60+

Posted by Anonymous
After hearing that Marco Scutaro was traded to Colorado, I took a look at his stats page and one thing popped out: Scutaro drew 90 walks in 2009, but no more than 57 in his other 7 seasons as a regular. Naturally, I had to see how rare that was.

Since 1901, there are 140 players with exactly 1 season of 90+ walks. Counting Scutaro, 14 of them have never drawn even 60 walks in any other year. Two of these, Carlos Santana and Jason Heyward, have played just 2 seasons. Here's a quick rundown of the others:

Which batting order spots yield the most GIDPs?

Posted by Andy
Here's a quick look at the breakdown of Grounding into Double Plays by batting order spot and by league.