Archive for Daily Graphings

How Teams Can Better Innovate

If you haven’t read Ben Lindbergh’s piece on the baseball’s ever expiring secrets, I suggest you free up 15 minutes at work (or elsewhere) today.

Lindbergh’s closing point:

Maybe that’s the lesson to take from this whole sordid story. We’ve known for some time that Correa’s crimes were illegal, unethical, and punishable by many months in prison. What we might not have known makes the story sadder still: In baseball’s current climate, it’s not even clear how much hacking helps.

If you haven’t read Dave Cameron’s related post on the devaluation of ideas, I recommend you do so, because it hits on one of the greatest market inefficiencies in the game today: communication.

Wrote Cameron:

At this point, it seems the value is less in the quality or proprietary nature of a team’s ideas, and more in the vehicles that move those ideas around…. With ideas themselves no longer conveying huge advantages, it’s the ability to turn even somewhat obvious beliefs into actual action that can give an organization a legitimate, sustainable edge.

Ideas are quickly adopted today and I agree that communication is something of a market inefficiency. After all, an idea has no value without implementation. It was a salient point in my book Big Data Baseball. And it’s not always about effective top-down communication either, a front office sending an analytically based idea to be adopted by the coaching staff and players. Effective communication must also include a bottom-up channel. For instance, it was Texas Rangers manager Jeff Banister, the Pirates bench coach from 2013 to -15, who told me in reporting for the book that it was the coaches who initiated an important, data-backed tactic in 2013. It was the assistant coaches who asked data analysts to quantify a hunch they had: they wanted to know if certain pitch sequences in certain locations could make batters more uncomfortable, leading to a greater ground-ball rate.

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The Biggest Free-Agent Bargain Still Out There

Thanks to the fact that MLB teams have put their wallets away this winter, we’ve seen some surprisingly low prices for remaining free agents of late. Jason Hammel signed for 2/$16M, significantly less than my 2/$24M forecast and well below the crowd’s 3/$36M estimate. Sergio Romo got 1/$3M, when I had him at 3/$18M and the crowd had him down for 2/$14M. Both the crowd and myself had Mike Napoli at 2/$20M; he’s getting 1/$8.5M instead. The February free-agent signings aren’t finding a lot of money, and the rest of the remaining free agents are mostly just hoping to find jobs.

So for teams looking to fill out their roster with flawed-but-maybe-useful role players, there are some bargains to still be found. Joe Blanton will likely be a solid reliever for someone next year, and seems unlikely to get a big contract at this point. Pedro Alvarez could help a number of teams as the left-handed portion of a DH platoon and will probably find work. Chase Utley, Angel Pagan, and Adam Lind all still look like useful bench players, and will probably not cost a lot to fill those roles. But if I had some money left in my budget and was looking for the most value I could get, I wouldn’t sign any of those guys.

I’d sign Jorge de la Rosa.

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The Possible Star of the Pirates Bullpen

If the Pirates are going to make it back into the playoffs, it stands to reason they could need a hell of a bullpen. It’s something they’ve leveraged before — between 2013 and 2015, when the Pirates made the playoffs in all three years, they had the highest bullpen WPA in baseball. It was one of their various subtle strengths, and it made them tougher than many predicted.

Of course, the Pirates no longer have one of the major pieces that lifted them up. Mark Melancon is on the Giants now, by way of the Nationals, who received him last July in exchange for two players. It was almost inevitable the Pirates would sell him, and many compared the move unfavorably to the haul the Yankees got for Aroldis Chapman. Yet, for one thing, look — Mark Melancon isn’t Aroldis Chapman. Don’t be ridiculous. And also, don’t sell Felipe Rivero short. Taylor Hearn is a moderately interesting prospect, but Rivero is interesting as a relief pitcher now, and he might be primed to be the Pirates’ next big thing.

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Let’s Pick Up the Pace

Earlier this week, colleague Nicolas Stellini made an impassioned defense of the traditional intentional walk, which is endangered according to a Jayson Stark ESPN report. We know MLB commissioner Rob Manfred has made quickening the game’s “pace of action” one of his priorities, and Stark reported that MLB has proposed two rule changes to the MLBPA: raising the strike zone above the knees and transforming the intentional walk to an automatic one.

But it’s unclear whether these two measures, if implemented, would result in a brisker pace of play. Eliminating the traditional intentional-walk process would have little effect, as Stark notes:

“In an age in which intentional walks actually have been declining — there were just 932 all last season (or one every 2.6 games) — that time savings would be minimal. But MLB sees the practice of lobbing four meaningless pitches as antiquated, so eliminating them would serve as much as a statement as it would a practical attempt to speed up the game.”

The growth of the bottom of strike zone has also been a focus of the commissioner, who is concerned with the record levels of strikeouts and the fewer and fewer balls put in play. They’re reasonable concerns, as there is a lot of standing around in today’s game. From Stark:

“The change in the strike zone, however, could have a much more dramatic effect, MLB believes. Its intent is to produce more balls in play, more baserunners and more action at a time when nearly 30 percent of all hitters either walk or strike out — the highest rate of “non-action” in the game’s history.

Changes to the strike zone, however, could and likely would have dramatic effects and unintended consequences. The change would reduce the strike zone by an estimated 34 square inches, which according to Jon Roegele’s excellent research, would reduce the strike zone by 7.2%.

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Austin Hedges Learned How to Hit

My sense is that people used to talk about Austin Hedges more. I don’t know if that’s actually true, but I can’t imagine I’m about to be fact-checked. Hedges has long been considered a quality catcher prospect, far more for his defense than for the potency of his swing. By receiving, by game-calling, by throwing, Hedges was among the prospect elite. At the plate, he drew a few too many comparisons to players like Drew Butera. And so the reputation was cemented — Hedges could field, and do nothing else.

It’s difficult for any player to change a reputation. Prospect reputations, however, probably shouldn’t be all that sticky. Hedges, at this point, is in line to be the starting catcher for the Padres, and last season, he did the damnedest thing. It would appear that Austin Hedges just learned how to hit.

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Garber vs. MLB Lawsuit Still Bears Some Fruit for Fans

A little over a year ago, Major League Baseball settled a class-action suit against fans who contended that blackout rules violate antitrust laws. The ramifications for not settling could have been massive, as ending the current blackout rules would prevent regional sports networks (RSNs) from claiming exclusivity over territories to air baseball games. This, in turn, would have prevented them from charging cable providers large amounts of money per subscriber to place them in the basic-cable tier — amounts that cable providers still seem (mostly) willing to pay. Instead of risking that potential financial catastrophe, MLB settled. In the process, they lowered the price of MLB.TV and offered single-team solutions. In a less notable development, the deal also included stipulations regarding in-market streaming of baseball games.

As Nathaniel Grow discussed at the time of the settlement, the lawsuit provided incentives for in-market streaming.

Finally, although not mentioned in the plaintiffs’ attorneys’ statement, Eric Fisher of the Sports Business Journal is reporting that the settlement could also pave the way towards allowing subscribers of RSNs owned by Comcast and DirecTV to stream in-market games via MLB.TV. In particular, the settlement agreement will reportedly specify that MLB cannot raise the price of its MLB.TV service until both Comcast and DirecTV reach an in-market streaming deal with MLB for their RSN subscribers.

For a few reasons, this provision wasn’t a big deal at the time at the time of the settlement. For one, preserving blackouts was probably the most important objective the settlement accomplished for MLB. Lowering the price of MLB.TV by 15% and securing lower fees for viewing just a single club’s games was also a bigger priority. Also, MLB had already agreed at the time to in-market streaming for half of the league’s RSNs — namely, those operated by FOX. For all of last season, half the league plus the Toronto Blue Jays had access to in-market streaming. The final reason the provision wasn’t that big of a deal at the time was due to when it would actually matter — i.e. one year later. Of course, that happens to be now.

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Chase Headley, Ken Singleton on Same-Side Switch-Hitting

Ken Singleton is one of the most accomplished switch-hitters in history. Solid from both sides of the plate, the former Mets, Expos and Orioles outfielder slashed .282/.388/.436 from 1970 to 1984. Chase Headley isn’t of the same caliber as Singleton, but he’s a solid switch-hitter himself. Sporting fairly neutral platoon splits, the 32-year-old third baseman has slashed .263/.343/.401 in his nine-plus seasons with the Padres and the Yankees.

How they embrace their identities as a switch-hitter differ.

Singleton came to the plate 8,559 times and never once went right-on-right or left-on-left. Headley has 5,115 career plate appearances, and on 17 occasions he’s eschewed convention and gone same side against an opposing pitcher. He has three hits and three walks in those confrontations.

There are reasons for switch-hitters to make exceptions. Most commonly, it’s done against a knuckleball pitcher, with the hitter opting for his stronger side. Less frequently, it’s done to neutralize a quality changeup. More rare is a switch-hitter going same side because he’s crushing the ball from one batter’s box and swinging like a blind man from the other.

Last summer, I asked Headley and Singleton for their thoughts on these scenarios.

———

On Facing Knuckleball Pitchers

Headley: “I started hitting off knuckleballers right-handed. I’ve probably had 15 at-bats that way — I decided to give it a try and had a little bit of success — but knuckleballers are just a different animal. I may go right-handed tomorrow [against Steven Wright]. Some of that would be the ballpark, and [the Green Monster].”

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Major League Baseball and Workers’ Comp

Largely overlooked amidst the hoopla surrounding last weekend’s Super Bowl, DeMaurice Smith, the executive director of the National Football League Players Association, weighed in on an obscure bill currently working its way through the Illinois state legislature. If enacted into law, the proposed legislation — presently dubbed Illinois Senate Bill 12 — would amend the state’s workers’ compensation laws to decrease the benefits provided to professional athletes who sustain career-ending injuries on the playing field.

This possibility led Smith to threaten that, if Senate Bill 12 were to be signed into law, the NFLPA would officially encourage players to steer clear of signing with the Chicago Bears. As Smith stated over the weekend, “If you’re a free-agent player and you have an opportunity to go play somewhere else… isn’t a smarter financial decision to go to a team where a bill like this hasn’t passed?”

The fact that the NFLPA would take such a public stance against the proposed Illinois legislation raises the question of what potential impact Senate Bill 12 would have on Major League Baseball players, and, more generally, how workers’ compensation laws affect MLB in the first place.

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Top 33 Prospects: Philadelphia Phillies

Below is an analysis of the prospects in the Philadelphia Phillies farm system. Scouting reports are compiled with information provided by industry sources as well as from my own observations. The KATOH statistical projections, probable-outcome graphs, and (further down) Mahalanobis comps have been provided by Chris Mitchell. For more information on thes 20-80 scouting scale by which all of my prospect content is governed you can click here. For further explanation of the merits and drawbacks of Future Value, read this. -Eric Longenhagen

The KATOH projection system uses minor-league data and Baseball America prospect rankings to forecast future performance in the major leagues. For each player, KATOH produces a WAR forecast for his first six years in the major leagues. There are drawbacks to scouting the stat line, so take these projections with a grain of salt. Due to their purely objective nature, the projections here can be useful in identifying prospects who might be overlooked or overrated. Due to sample-size concerns, only players with at least 200 minor-league plate appearances or batters faced last season have received projections. -Chris Mitchell

Other Lists
NL West (ARI, COL, LAD, SD, SF)
AL Central (CHW, CLE, DET, KC, MIN)
NL Central (CHC, CIN, PIT, MIL, StL)
NL East (ATL, MIA, NYM, PHI, WAS)
AL East (BAL, BOSNYY, TB, TOR)

Phillies Top Prospects
Rk Name Age Highest Level Position ETA FV
1 J.P. Crawford 22 AAA SS 2017 60
2 Mickey Moniak 18 R OF 2019 55
3 Jorge Alfaro 23 MLB C 2017 55
4 Sixto Sanchez 18 R RHP 2020 45
5 Roman Quinn 23 MLB CF 2017 45
6 Adonis Medina 20 A- RHP 2020 45
7 Elniery Garcia 22 A+ LHP 2017 45
8 Franklyn Kilome 21 A RHP 2020 45
9 Rhys Hoskins 24 AA 1B 2018 45
10 Dylan Cozens 22 AA OF 2018 45
11 Kevin Gowdy 19 R RHP 2020 45
12 Scott Kingery 22 AA 2B 2018 45
13 Nick Williams 23 AAA OF 2017 45
14 Daniel Brito 19 R 2B 2020 40
15 Jhailyn Ortiz 18 R OF 2021 40
16 Drew Anderson 22 A+ RHP 2017 40
17 Bailey Falter 19 A- LHP 2020 40
18 Seranthony Dominguez 22 A RHP 2019 40
19 Carlos Tocci 21 A+ CF 2018 40
20 Cornelius Randolph 19 A LF 2020 40
21 Thomas Eshelman 22 AA RHP 2018 40
22 Victor Arano 21 AA RHP 2017 40
23 Andrew Knapp 25 AAA C 2017 40
24 Cole Stobbe 19 R SS 2021 40
25 Mark Appel 25 AAA RHP 2017 40
26 Alberto Tirado 22 A+ RHP 2019 40
27 Nick Pivetta 24 AAA RHP 2017 40
28 Arquimedez Gamboa 19 A- SS 2021 40
29 JoJo Romero 20 A- LHP 2020 40
30 Andrew Pullin 23 AA LF 2018 40
31 Jose Pujols 21 R RF 2020 40
32 Ricardo Pinto 23 AA RHP 2017 40
33 Malquin Canelo 22 A+ SS 2019 40

60 FV Prospects

Drafted: 1st Round, 2013 from Lakewood HS (CA)
Age 22 Height 6’2 Weight 180 Bat/Throw L/R
Tool Grades (Present/Future)
Hit Raw Power Game Power Run Fielding Throw
40/55 40/45 30/40 50/50 50/60 60/60

Relevant/Interesting Metrics
Slashed .244/.328/.318 with Triple-A Lehigh Valley.

Scouting Report
Crawford’s lackluster statistical output at Triple-A in 2016 is far less problematic when you accept that his 2015 and 2016 stints at Double-A were embellished by the same hitting environment that has given us Angry Philly Sports Radio hype for Darin Ruf and Matt Rizzotti. I’ve been to Reading a lot and can’t explain what’s going on there; batted balls just keep going until they’re over the wall. This is important to consider throughout the duration of this piece as we have a few hitters on this list who had huge years there at some point, and their statistical output requires context.

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The Phillies Are the Best of the NL’s Worst

This is probably not going to be the Phillies’ year. Probably not next year, either. How’s that for building optimism to begin a post?

Even former Phillies interim president, now senior advisor, Pat Gillick noted he might have been too optimistic in suggesting the Phillies could contend in 2017 or 2018.

Last year wasn’t great for the Phillies, as the club finished 20 or more games out of first place for a fourth straight season. The farm system had setbacks. The Phillies’ system declined from a rank of eight last year by ESPN to 14th entering 2017 even after adding the draft’s No. 1 pick, Mickey Moniak, to the system and with J.P. Crawford yet to debut.

If you’re a Philadelphian searching for optimism, you won’t find it in the PECOTA or FanGraphs projected standings, either, each of which forecast a fifth-place finish for the Phillies.

PECOTA’s Projected Last-Place Teams
Division Projected Last-Place Team Wins GB
AL East Orioles 73 17
AL Central Royals 71 21
AL West Athletics 75 18
NL East Phillies 74 14
NL Central Reds 74 17
NL West Padres 70 28

FanGraphs’ Projected Last-Place Teams
Division Projected Last-Place Team Wins GB
AL East Orioles 79 13
AL Central While Sox 70 21
AL West Athletics 77 13
NL East Phillies 71 19
NL Central Brewers 68 26
NL West Padres 66 29

Among the last-place finishers, perhaps the Orioles have the most reason for optimism. Not only have they beaten preseason expectations before, but they brought a similar club to the postseason, briefly, last October.

At a time when there are groups of teams clearly trying to contend and others clearly attempting to rebuild – particularly in the NL – there’s not a lot of hope entering spring for fanbases in San Diego, Cincinnati, Milwaukee, and Philadelphia. But perhaps the Phillies are the best among the worst teams in the NL, perhaps they are the best hope for an NL Cinderella story.

There is this silver lining: Baseball Prospectus has the Phillies closer to first place (14 games back) than any other projected last-place team. FanGraphs has the Phillies finishing 2017 the fewest games back of any NL last-place team. Optimism!

If you’re hoping the Phillies can surprise and make things interesting in 2017, there’s this, too: the Phillies were among the unluckiest teams in baseball last season (from a pitching perspective). The Phillies’ ERA-FIP differential was fourth in baseball; the bullpen, specifically, ranked second by that measure. While this isn’t to suggest that the Phillies’ 2016 bullpen was a quality group, there’s also reason to believe it wasn’t as catastrophic as its 5.05 ERA suggested.

Moreover, the Phillies have improved the group this offseason by signing Joaquin Benoit and trading for Pat Neshek. From Carson’s report on the fairly optimistic ZiPS projections:

A brief examination of Joaquin Benoit’s (44.0 IP, 0.6 zWAR) player page reveals that the 2017 season will represent his 16th as a major-league pitcher. He recorded one of the highest average fastball velocities of his career last year, his age-38 season. He’s projected to produce the lowest ERA on the club by some measure. Even after Benoit, Philadelphia has a number of pitchers capable of handling high-leverage innings: Hector Neris (78.0 IP, 84 ERA-), Pat Neshek (46.1, 80), and Edubray Ramos (74.0, 88) are all quite strong on a per-inning level.

As for the rotation, it’s intriguing.

ZiPS has the top-five rotation options accounting for 10 zWAR (that’s ZiPS WAR). I wrote about Aaron Nola last week. Not only does Nola have a burgeoning front-of-the-rotation skill set, but no pitcher underperformed his FIP more than Nola last season. Nola finished with a 4.78 ERA in contrast to a 3.08 FIP.

While Vince Velasquez posted a 5.33 second-half ERA after a 3.32 first-half mark, his underlying skills remained consistent. Velasquez posted a 28.4% strikeout percentage and 8% walk rate in the first half, and a 26.3% K percentage and 8.5% walk rate in the second.

Jeremy Hellickson is back after accepting a qualifying offer, Jerad Eickhoff posted a 3-WAR season and 197 innings, and the inconsistent Clay Buchholz lost his command, but not his stuff, last season, and could benefit from leaving the AL East environment for the NL. Even if Buchholz and Hellickson are not part of the next Phillies’ postseason team, with quality seasons, they could perhaps be flipped for assets that are part of the next Philadelphia team to play deep in October.

The pitching staff is going to have to be better, and luckier, because the club’s run-productive capabilities have a long way to go even after adding Michael Saunders, Howie Kendrick and Chris Coghlan.

The Phillies were the worst offensive team in the majors last season. Objectively, as intriguing as Crawford’s two-way game is, it doesn’t look like he’ll be Francisco Lindor or Corey Seager when he’s summoned. At least not right away. Crawford has often struggled after promotions, and produced a paltry 27 extra-base hits across Double-A and Triple-A last season. We’ve read and heard about Jorge Alfaro’s power and arm for years, but expecting a Gary Sanchez 2016 would be folly. Only Maikel Franco and Odubel Herrera project three-win players or better in 2017. If the Phillies’ lineup is going to make dramatic improvements, it will likely require some breakouts at unexpected levels from the Crawfords and Alfaros.

As a group, the Phillies are inching closer to relevance. While there’s a clear divide between the Haves and Have Nots in the NL, the Phillies should have one of the better rotations among second-division teams and an improved bullpen. They have an intriguing collection of young position players who can perhaps exceed expectation and timetables. With improved luck, maybe they can exceed expectations while accelerating the rate at which they return to play meaningful baseball in September.