Game Score Version 2.0

A new version of Game Score, (Game Score version 2.0) is now available on the pitcher game log pages. It is listed under the heading GSv2 and is baselined to both season and league.

Thirty years ago, Bill James introduced us to Game Score, which he described as:

…a kind of garbage stat that I present not because it helps us understand anything in particular but because it is fun to play around with

One man’s trash is another man’s treasure. When you look at the original point system Bill devised, it all seemed reasonable enough. Give positive points for outs (innings) and a bonus for strikeouts, and negative points for hits, runs, and walks, with hits having more impact than walks. And start everyone at 50, since on a scale of 0 to 100, 50 is average.

A sidebar to the strikeout: also around thirty years ago, Bill introduced DER, defensive efficiency record, which is outs per ball in play, or the flip side of hits per ball in play, which is the foundation of DIPS. Bill therefore (almost) discovered the concept of DIPS but he didn’t realize it. It took Voros for the saber-world to notice, and for Bill to thank Voros publicly for the discovery. You can see in Game Score how the idea of DIPS was in Bill’s head, by the giving of the bonus point for the strikeout, over and above the regular out. We’ll get back to this in a second.

I think the reason that Bill considered this a “garbage” stat is that it wasn’t developed with a question in mind. It’s a way to organize a pitcher’s stat line so we can list things in an easy to list and understand manner. From that standpoint, it was likely an underdeveloped concept, a presentation that satisfied Bill’s needs at the time.

Adopting Orphans

If you try to use Game Score and understand its components, you will see it breaks down in a few cases. Not enough to throw Game Score into the scrap heap, but just enough that for the stat to graduate from the garbage to the toolshed, it should be refined.

A few years ago, Bill emailed me that when he publishes his ideas, they are now orphans. It’s up to the rest of the world to adopt them… or not. Whether it’s David Smyth using Runs Created as an inspiration to launch Base Runs, or Bill’s one article discussion on comparing Clemens to Mattingly and Rice to Guidry that formed the eventual basis of WAR, Bill has given the world plenty of ideas that have been essentially Open Sourced.

Fixing the Gaps

That’s where I come in. Game Score has never been modified. I love the basic concept of Game Score, its simple presentation, and powerful message. We just need to make sure that it can hold up to scrutiny. Bill used Game Score for an article a couple of years back where he realized he needed to make adjustments for his particular research. You can read more about it in this piece I wrote, but the basic idea that starting everyone at 50 doesn’t work for starting pitchers who get knocked out early in the game for reasons of non-performance. Bill kept the core of Game Score but added adjustments which ended up making it messy. I offered a very clean and simple solution. And its genesis is replacement level: rather than starting everyone at 50, we start everyone at 40. You can read the article to learn more.

The other gap relates to the walk. I noted earlier how Bill gave a bonus point to strikeouts relative to the out, which is actually in keeping with DIPS. But the flip side of that is the walk, and how its value should actually not be half the value of a hit, but equal to the value of a non-HR hit. Now, to be fair, this idea only works if we consider the third gap: the non-use of a HR.

Bill’s original idea was based on using the traditional pitcher line. But if we deviate that in the slightest, and just include the HR, this allows us to better compare the walk and the non-HR hit.

Game Score 2.0

The end result is this simple formula:

40
+2 outs
+1 K
-2 walks
-2 hits
-3 runs
-6 HR

(Note: The K is double-counted, 2 points for the out, and 1 extra. The HR is double-counted, 2 for the hit, and the 6 extra.)

It’s pretty straightforward, owing a great deal to Bill James, but shaped by Pete Palmer and Voros McCracken. You can read the link for more background. The three main areas of improvement is how it starts off each start at 40, not 50, how it better handles the walk, and that it uses the HR.

You can also align it to exactly 50 as league average by setting the constant for each year. In 2015, you’d use 38 instead of 40. Here are therefore the 10 best starts of 2015:

109 Max Scherzer 2015-10-03
104 Max Scherzer 2015-06-14
103 Chris Heston 2015-06-09
102 Max Scherzer 2015-06-20
102 Jake Arrieta 2015-08-30
102 Corey Kluber 2015-05-13
101 Clayton Kershaw 2015-09-29
101 Carlos Carrasco 2015-09-25
101 Cole Hamels 2015-07-25
99 Madison Bumgarner 2015-09-12

Game Scores actually have a fairly linear relationship to wins. Obviously, at the most extreme it’ll breakdown, but it does a pretty good job overall to represent a pitcher that averages a Game Score of 65 will win 65% of the time.

David has implemented Game Score on the individual pitcher pages, which is a terrific addition to the site.


Mazara Mania Comes Early in Texas

Well, that didn’t take long. Less than a week into the season, we already have a big-name prospect coming to the big leagues. Better yet, he’s already hit his first home run. With Shin-Soo Choo sidelined by a calf strain, the Rangers have called upon top prospect Nomar Mazara. The move slots Mazara into the Rangers lineup much sooner than anyone anticipated. Not only has he played just 31 games above Double-A (including last year’s Triple-A playoffs), but he’s still two weeks shy of his 21st birthday.

Yet, despite his youth and inexperience, Mazara has given the Rangers plenty of reason to believe he’s up for the challenge of hitting big-league pitching. After a strong .284/.357/.443 showing in Double-A last year, he kicked things up a notch by slashing .358/.409/.444 following a late-season promotion to Triple-A. He carried that success over to 2016 by slashing .375/.394/.500 in spring training, followed by an exceptionally loud three games in Triple-A. Lead prospect analyst Dan Farnsworth gave Mazara’s hit and power tools present grades of 50 on the 20-80 scale, which suggests he’s capable of hitting .260 with 15-18 homers right now.

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FanGraphs Advertising: Help Us Improve!

Over the past few weeks, we have received a number of complaints about the site being slow or unresponsive, mainly due to various ads that appear on the site.

This is of course, not intentional. At FanGraphs we rely on a combination of advertising, and now membership to support our efforts. It is our goal to have ads that do not hamper the user experience, and may even be of interest to you.

We use a number of advertising networks to provide us with our advertisements, and when there is a rogue ad, sometimes it can be extremely difficult to track down. Ads do not always impact all machines, operating systems, browsers, etc… in the same way, so reproducing errors, and even finding the offending ad can be very tricky.

When we hear about problem ads, we always try and be proactive in getting rid of them. We struggled to track down iOS (iPhone / iPad) App Store redirects for quite a long time (along with much of the publishing industry). This past month, we believe to have finally solved the problem and hope these should no longer be an issue for FanGraphs visitors.

With the current issue, we are going to toggle some advertising switches and we’d like you to tell us if things improved. Generally we only hear if things are broken, but in this case we would like to hear if things are either still broken, or if they have improved.

If today you are still experiencing major issues with FanGraphs on your desktop browser, please post a comment with the browser, how old your machine is, your operating system, and exactly what the problem is. If things have improved, please do the same. You can also fill out the below poll.

Thanks for your help on this!


Sunday Notes: NYY Yates, Fields, Hinch, Wright, Nola, more

Kirby Yates is beginning his third big-league season, and his first as a New York Yankee. That qualifies him as a success story. In his own words, “This was really close to never happening.”

Thanks to dogged determination, it is.

Yates went undrafted out of Yavapai (Community) College in 2009. It was a slap in the face. His resume was admittedly spotty — Tommy John surgery had limited his post-high-school looks — but not having his name called was nonetheless rough. He was “pretty bummed.”

Three days after the draft, with a scholarship offer from Division II Mesa State on the table, he got a call from “The one scout who liked me.” That was Jayson Durocher, who subsequently inked Yates to a contract with the Tampa Bay Rays.

“Teams weren’t exactly chomping at the bit to sign me, but the Rays needed a pitcher in rookie ball,” said Yates. “I ended up being that guy. The next thing I knew, I was on a plane to the Appalachian League.”

Yates pitched well, and he proceeded to do so at each step as he climbed the minor-league ladder. He had a chip on his shoulder. Read the rest of this entry »


The Best of FanGraphs: April 4-8, 2016

Each week, we publish north of 100 posts on our various blogs. With this post, we hope to highlight 10 to 15 of them. You can read more on it here. The links below are color coded — green for FanGraphs, brown for RotoGraphs, dark red for The Hardball Times, orange for TechGraphs and blue for Community Research.
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Effectively Wild Episode 858: John Thorn on the New Details About Baseball’s Origin Story

Ben and Sam talk to MLB’s Official Historian, John Thorn, about a trio of founding documents now up for auction that casts light on the truth behind baseball’s long-disputed origin story.


The Universal Meaninglessness of the Padres’ Opening Series

Sometimes it’s hard to know exactly what to say. Trying to encapsulate the true feelings of a fan base can leave us searching for words, grasping at the disparate ends of an often tattered, communal cloth. Those words might not be too hard to find for the Padres fan base right now, however. After being swept by the Dodgers this week while scoring zero runs in their opening series, it probably consists of a long string of expletives. Maybe a few sudden sobs. The meat of this article might not make you feel better about the past three games, Padres fans. But something brought me back to this series — not just its historic futility on the part of one of the teams, but the nature of that futility.

First, the history. The 2016 Padres are the first team in baseball history to score zero runs in their first three games of the season. That’s been well publicized. There’s more, though. There always is, but in this case, the more is really just more of less. Take a look at where the 2016 Padres stand among the worst-starting teams in baseball history in terms of a few chosen statistics, found through Baseball Reference’s Play Index (all ranks are through the first three games of respective seasons):

2016 Padres Ranks Through First 3 Games, All-Time (1913-)
Total Rank
AVG .120 5th-lowest
OBP .138 2nd-lowest
SLG .130 2nd-lowest
Strikeouts 28 18th-most
PAs 94 5th-fewest
SOURCE: Baseball Reference

The wrong kind of historic across the board, these are the sort of numbers we see when the team that was projected to score the fewest runs in the majors goes up against a Dodgers rotation featuring Clayton Kershaw, Scott Kazmir, and Kenta Maeda. And, looking at these numbers, a lot of readers are probably going to think the Padres deserved this sort of start from the way their team is constructed and the way they played. But what actually goes into a historically bad start like this? Was it truly the Padres’ futility, or did the baseball gods have a part to play in this series? The answer almost certainly lies somewhere in between, but the finding out is the fun part. So here we go!

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Three Counterpoints to Trevor Story’s First Three Games

Trevor Story did something that has never happened in major-league history before: he homered in first three games of his career. People are generally pretty excited about that, and rightly so. Jeff detailed that excitement the other day, and backed it up with a couple of very good points about Story’s plate coverage and adaptability. It may very well be that we are watching the genesis of the next great Rockies shortstop. (Or, if you prefer, the second great Rockies shortstop.) But before we get carried away, I wanted to offer a few counterpoints.

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Is the Real Sean Doolittle Back?

Early this March, I talked to Sean Doolittle after a game. He was excited. “I was throwing 93-94 today, and normally it takes me a little to get going,” he told me. “Normally I won’t hit ‘3 until the last week of March.” The excitement was infectious, as it often is with him. He’s an upbeat guy.

As I headed back to the press box, I tweeted something about what he said. Another writer pulled me aside and told me their source hadn’t seen anything over 92. That was a bit of cold water.

That back and forth? That up and down? That’s probably what it’s like to come back from labrum problems. Hope, false hope maybe, sadness, wash, and do it all again. You just hope that you’re building back to where you were. The good news is that, through two appearances, it looks like the old Sean Doolittle is back.

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Evaluating the 2016 Prospects: Texas Rangers

EVALUATING THE PROSPECTS 2016
Angels
Astros
Athletics
Blue Jays
Braves
Brewers
Cardinals
Cubs
Diamondbacks
Dodgers
Giants
Indians
Mariners
Marlins
Mets
Nationals
Orioles
Padres
Phillies
Pirates
Rangers
Rays
Red Sox
Reds
Rockies
Royals
Tigers
Twins
White Sox
Yankees

The Rangers have assembled a pretty amazing collection of talent, one that enabled them to participate actively in the trade market last season without mortgaging their long-term success. They have an impressive mix of offense and defense among their higher-end prospects, though the hitters in this system, particularly, give them one of the best offensive pipelines in the league. Not only have they continued to be aggressive on the international market, but they are making solid picks in the draft and seem to have figured something out as an organization when it comes to bringing athletic hitters along.

You’ll see mostly familiar names at the top of the list, though Joey Gallo’s ongoing contact issues keep him from appearing ahead of some of the Rangers’ more well-rounded prospects like Lewis Brinson and Nomar Mazara. I’m really expecting big things out of Brinson’s bat, as his combination of present ability and future development is unparalleled by most minor-league hitters in the game. Luis Ortiz is a bit of an enigma for me, because projecting his stuff makes him look like a rotation front-man, but projecting his body may have him resembling a front man from a different discipline.

Perhaps the two biggest surprises are at number seven and eight, with Ronald Guzman and Ariel Jurado appearing higher than elsewhere. Jurado’s presence is mostly a function of my grouping prospects by likely outcome rather than ceiling, since his floor seems to be as a big-league starter. Guzman, however, is a hit-first first baseman who hasn’t shown enough power to be a legitimate future big leaguer, but I like enough about his swing and expected physical development to see more than just good upside.

It’s an exciting time to be a Rangers fan, since their somewhat surprising run at the postseason makes them more fun to watch in the immediate future, while their vast array of quality prospects gives them plenty of ammunition to supplement the team. Should they need more reinforcements beyond promoting their higher-level guys, they have enough quality depth to swing another big trade this season.

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