Archive for Daily Graphings

Sunday Notes: Daniel Norris is Missing One of His Friends

Daniel Norris has a lot of friends. They include a fastball, a slider, a changeup, and a curveball. The Detroit Tigers southpaw doesn’t actually converse with them — not in the way that Mark “The Bird” Fidrych once talked to the baseball — but they are nonetheless part of his coterie. They are his compadres. His amigos.

Norris is known for his unconventional ways. A few years back he gained a certain amount of notoriety for living in a VW van. His beard — since shorn — is often bushy, his soliloquies on life thoughtful. Moreover, his responses to reporters’ questions have rarely been of the paint-by-numbers variety. A few hours before he fanned the first big-league batter he faced — David Ortiz, in September 2014 — I happened to ask Norris if he’s imagined what his debut would feel like. His response was, “I have, and it will be like that times 10.”

A few days ago, I asked the now-26-year-old about his arsenal. The answer I received didn’t disappoint. Read the rest of this entry »


The Hit-By-Pitch Continues to Reach New Heights

The hit-by-pitch, as we know it today, predates the American League itself. It was in 1887, a good 14 years before the founding of baseball’s Junior Circuit, that the rules of this sport were amended to award a runner first base when hit by a pitcher’s usually-errant toss to home plate. (Interestingly enough, though, the statistic of a “hit-by-pitch” has been kept since 1884.)

Today, the hit-by-pitch generally flies under-the-radar. Of course there is the notable exception, the retaliatory hit-by-pitch, which does rear its ugly head around every few weeks. And we do often find ourselves talking about a hit-by-pitch when it unfortunately injuries one of our favorite players. But, other than that, it’s an event that just happens. There’s not much else to it.

Or so I initially thought. As the years have gone by, hit-by-pitches have been slowly increasing, and it really hasn’t gathered much attention from the greater baseball community. The 2018 season saw an all-time high in hit batsmen with 1,922. And in 2019, we are on pace to break the 2,000 mark for the first time in baseball’s history. Read the rest of this entry »


Joey Gallo Is Really Scalding the Ball

Roughly one month into the 2019 season, we’re still in Weird Stats territory. So long as we are, it’s worth appreciating the extreme numbers some players are putting up before they vanish into the ether, and few players are more reliably extreme than Joey Gallo. I checked in on him in last week’s visit to the furthest reaches of hitter performance, but since then, something else he’s doing — not unrelated — has captured my attention.

While it seems that Gallo has been around forever — he was a first-round pick in 2012, made his first top-100 lists in ’14, and debuted in June of the following year — he’s still just 25 years old and has two full seasons and some fragments under his belt. In both of those seasons (2017 and ’18), he reached the 40-homer level, struck out about 36% of the time (with over two Ks for every hit), walked a good deal, and finished with batting averages in the low .200s. For all of the extremes, he produced WARs of 2.8 in both seasons, with better defense as a near-full-time outfielder in the latter season (as opposed to shaky third base play in the former) which offset his wRC+ drop from 121 in 2017 to 110 in ’18. That’s a solidly above-average player before you factor in the added entertainment value he brings with his light-tower power. Here, have a 442-foot homer:

In this young season, Gallo has been something quite a bit more than solidly above average, hitting .284/.393/.689 through Wednesday. He entered Thursday ranked second in the AL in slugging percentage, tied for fifth in homers (eight), sixth in wRC+ (172), and tied for 11th in WAR (1.0). I’ll get to some of the less flashy particulars below, but what drew me in last week was his 62.5% home run-to-fly ball ratio, more than double a 2017-18 rate (28.8%) that ranked fourth in the majors; he’s since dropped to 50.0%, and will continue to fall even if he does remain the highest among qualifiers. What caught my eye in following up was his average exit velocity to date: 99.1 mph, tops in the majors.

2019 Average Exit Velocity Leaders
Rk. Player BIP LA EV FB/LD EV GB EV
1 Joey Gallo 44 19.0 99.1 102.7 91.0
2 Aaron Judge 48 12.6 97.9 99.7 96.2
3 Nelson Cruz 45 19.4 96.1 97.6 94.2
4 Carlos Santana 60 6.9 95.2 95.3 95.7
5 Yoan Moncada 71 12.3 95.2 98.7 91.8
6 Franmil Reyes 52 14.6 95.2 97.7 90.0
7 Christian Walker 55 15.2 95.0 99.0 90.6
8 Christian Yelich 74 14.8 95.0 98.9 92.6
9 Anthony Rendon 57 20.0 94.8 97.7 92.2
10 Josh Donaldson 55 9.5 94.5 100.3 90.3
SOURCE: Baseball Savant
Stats through April 24. Minimum 40 balls in play

Admittedly, exit velocity is not the be-all and end-all of Statcast measures. Launch angle matters, for one thing; 99 mph with a 15 degree launch angle, for example, produces an expected batting average of .726, while 99 mph with a -15 degree launch angle produces an average of .206. A writer-friend who knows much more about Statcast than I do suggested that hard hit rate (balls with an EV of 95 mph or above) might be a more useful gauge of Gallo’s current hot streak, but intuitively, it’s more difficult to grasp what a 50% hard hit rate means, or, in Gallo’s case, a 65.9% rate, without additional context (it’s second in the majors). A 99.1 mph average exit velo? That’s a lot of smoked baseballs. In Gallo’s case, 25 of his 44 balls in play have been hit at 105 mph or higher. Read the rest of this entry »


Matthew Boyd on Drivelining His Slider (And Getting His Body In Line)

Matthew Boyd is one the 120 pitchers who have been featured in our ongoing Learning and Developing a Pitch series. In an installment that ran last June, the Detroit Tigers southpaw spoke of how he was introduced to a slider at Oregon State University, and later tweaked his wrist action to give the pitch more consistency and depth. There’s more to the story than was divulged in that telling
— especially when you consider that further fine-tuning has occurred over the past 10 months. Boyd’s slider is better than it’s ever been.

Right now, the lefty is a better pitcher than he’s ever been. Five starts into the season, Boyd boasts a 3.16 ERA, a 2.41 FIP, and has fanned 39 batters in 31.1 innings. The sample size is admittedly small, but there are nonetheless reasons to believe that the 28-year-old Seattle-area product is starting to come into his own. The slider — a pitch he’s throwing 38% of the time — is a big reason. Boyd discussed the offering’s evolution earlier this week.

———

Matthew Boyd: “I’ve worked on it at Driveline a ton in recent years. I worked with Matt Daniels, with Taiki Green, with Kyle [Boddy]. We were just drilling that thing. We got it to a point where it was high-80s, and it was good, but it was inconsistent. It got better, but in 2017 it kind of fell off a little bit, so we worked it again.

“It really started taking off when I was able to match up my delivery. I had been landing in different spots — my land foot would vary by three or four inches, compared to the pitch before. When you have that type of inconsistency with the lower half, it’s going to put your body at changed angles. One degree of wrist angle on the pitcher’s mound is something like 17 inches on the front. That’s huge, right? When I was able to get that consistency… stuff I worked on at Driveline was huge. Things started taking root before [the 2018 season]. Read the rest of this entry »


Daily Prospect Notes: 4/25/19

These are notes on prospects from lead prospect analyst Eric Longenhagen. Read previous installments here.

Vladimir Guerrero, Jr., 3B, Toronto Blue Jays
Level: Triple-A   Age: 20   Org Rank: 1   FV: 70
Line: 2-for-5, HR

Notes
The Blue Jays have an off day Thursday, so Guerrero will make his debut Friday at home against Oakland rather than play a road series at Lehigh Valley where I was hoping to see him this weekend, though this serves the greater, baseball-watching good. I don’t have too much to add to what we wrote for the Jays list aside from some ephemeral nuggets.

Guerrero came to camp heavy, and was visibly bigger than he was last fall. He had a strained patellar tendon last year, and an oblique strain this spring. Let’s hope these issues aren’t chronic and don’t cause him to prematurely slide down the defensive spectrum, though he’ll hit enough to render it moot even if it occurs.

After rehabbing in Dunedin to start the year, Guerrero joined Triple-A Buffalo on April 11 and took just one home plate appearance for the Bison before his promotion as they have mostly been on the road while he was with them, and had a home series against Scranton decimated by rain. The 38 games Vlad played for Buffalo were the fewest he spent at any affiliate. Pour one out for Bob Rich, Jr., I suppose — just wait until it thaws.

Pavin Smith, 1B, Arizona Diamondbacks
Level: Double-A   Age: 23   Org Rank: tbd   FV: 40
Line: 3-for-5, HR, SB

Notes
Like his college teammate Matt Thaiss, Smith had strong peripheral stats as an amateur but desperately needed a swing change in pro ball to hit for enough power to profile at first base. After slugging under .400 as a college hitter in the Cal League last year and looking overmatched in the Fall League, there’s been some movement in his batted ball profile early this season. After posting ground ball rates of 48.8% each of the last two seasons, Smith is lifting the ball more and his grounder rate is just 33% early on. It’s a tad too early to trust batted ball samples, but that’s a fairly striking difference. It’s still going to be a tough profile and we’re not huge Smith fans here at FanGraphs, but this might be a sign things are getting better.

Oscar De La Cruz, RHP, Chicago Cubs
Level: Hi-A   Age: 24   Org Rank: 15   FV: 40
Line: 6 IP, 5 H, 0 BB, 2 R, 8 K

Notes
This was De La Cruz’s second rehab start after returning from a PED suspension that dates back to last July. I saw one of his final spring training tune-ups, during which he was 92-94 with unusually precise command of a plus-flashing slider, and he’s only walked one batter over the two starts. His velocity has been all over the place throughout his injury-riddled career — 93-97 at his best, 88-91 at his worst — but 92-94 with command is fine. He seems like a reasonable candidate to contribute to the Cubs at some point this year, perhaps out of the bullpen if De La Cruz, who has never thrown more than 77 innings in a single season, is on some kind of innings limit.

Cody Bolton, RHP, Pittsburgh Pirates
Level: Hi-A   Age: 24   Org Rank: 31   FV: 35+
Line: 6 IP, 4 H, 1 BB, 1 R, 6 K

Notes
Bolton came into some new velo last year, had a strong first half, and then was shut down with a shoulder injury and missed the rest of the year. His early-season results indicate his stuff is back, and he’s only 20 and already at Hi-A. Sinker/slider types like this sometimes don’t hold their strikeout rates as they climb, but even if Bolton becomes a No. 4/5 starter (which is how his stuff grades out on paper) that’s a steal for a sixth rounder.

Adam Hall, SS, Baltimore Orioles
Level: Low-A   Age: 19   Org Rank: 11   FV: 40+
Line: 5-for-6, 2B, SB

Notes
Hall has been scorching since late last year. He slashed .378/.441/.500 in August and is at .365/.467/.429 so far this season. He’s continued to steal bases like he did late last summer, too. Of his 22 steals last year, 15 came in August. Hall has seven bags in 16 games so far in 2019. He’s a slash and dash type of hitter and that style of play works best against bad, lower-level defenses, which is part of why he’s got a .523 BABIP right now. That’s got to come down, but this is a strong start.


Paul DeJong Counters Strikeouts with Aggression

So here’s a thing you might see if you looked at our FanGraphs Leaderboards this morning.

MLB WAR Leaderboard
Name PA AVG OBP SLG WAR
Cody Bellinger 108 .424 .500 .891 2.5
Christian Yelich 112 .326 .438 .793 2.0
Mike Trout 96 .303 .510 .636 1.9
Paul DeJong 108 .343 .398 .626 1.7
Matt Chapman 108 .311 .407 .633 1.5
Jorge Polanco 92 .366 .424 .695 1.4
Anthony Rendon 82 .371 .451 .771 1.4
Hunter Dozier 86 .324 .430 .676 1.3
Javier Baez 98 .312 .347 .656 1.3
Through 4/24/2019

That Mike Trout isn’t yet leading baseball is a surprise, and an indication that we still need some time before we start touting potential MVP candidates. Cody Bellinger is having a big year, but he put up a 138 wRC+ and four-win season when he was 21 years old. Christian Yelich was sixth in WAR last season and won MVP. Matt Chapman was seventh in WAR a year ago, Anthony Rendon was ninth, and Javier Baez was 14th. Jorge Polanco and Hunter Dozier are certainly shockers, but they are lower on this list than Paul DeJong, so it’s the Cardinals shortstop who is getting a post as he heads toward what could be his breakout season at 25 years old.

When we do an initial look at DeJong’s numbers, his .387 BABIP jumps out as unsustainable. DeJong isn’t going to put up a .343 batting average all season long. He’s not going to put up a 169 wRC+ all season long, either. He doesn’t need to in order to be one of the better players in the league, though. Since the start of last season, DeJong is just shy of 600 plate appearances and put up five wins, one of the top-30 marks in baseball despite being several hundred plate appearances behind much of the league due to a fractured left hand that cost him two months last year. DeJong’s .283 ISO does look a bit higher than we might reasonably expect, but with a .219 career ISO entering the season, it’s not like he has been without power. Even if DeJong were to drop 50 points a piece in BABIP and ISO, we’d still be looking at a player whose bat is about 30% above league average to go along with an above-average glove at shortstop. That would be roughly a six-win player, which seems rather unexpected for Paul DeJong. Read the rest of this entry »


Kolten Wong, Unheralded Master of Plate Discipline

If you know one thing about Kolten Wong, you probably know that he’s a great defender. Honestly, great defender might be underselling it. Since 2014, his first full year in the bigs, he’s third in Defensive Runs Saved at second base. Maybe UZR is more your speed? Wong is third there, too. This isn’t some trick of innings played, either — he’s fourth in UZR/150 among qualifiers. He hasn’t won a Gold Glove yet, but it’s not because he doesn’t deserve it.

If you know Kolten Wong for a second thing, you probably know him for the endless flashes of potential, the bumpy road he’s followed throughout his major league career. In 2013, when he’d barely had a cup of coffee in the regular season, he got picked off of first base to end a World Series game. After two average-ish seasons in the majors, he found himself playing the outfield (?!) so that the team could squeeze more at-bats out of… um… Matt Adams? Brandon Moss? Greg Garcia? Mike Matheny-run teams had some interesting substitution patterns, let me tell you.

In any case, whatever you know about Kolten Wong, elite plate discipline probably isn’t on your list. After all, Wong is on the field for defense. Take a look at his yearly wRC+ numbers, starting with his first full year: 90, 96, 85, 107, 98. Those numbers are totally acceptable for a premium defender (Wong’s career wRC+ bests Andrelton Simmons’), but they also lead to batting at the bottom of the lineup more often than not.

Here’s the thing, though: Wong is certifiably great at controlling walks and strikeouts. It’s not just a 2019 thing, though it’s certainly been the case so far in 2019. Take a look at the list of qualified batters with more walks than strikeouts this year:
Read the rest of this entry »


Pitching Jewels from Mexico: Alex Delgado’s Changeup and Josh Lowey’s Curveball

Attempting to discover pitching jewels — guys who may have some value in MLB — in international leagues is a relaxing hobby I recommend you try in your free time.

First, you will be doing something that forces you to watch (non-American) baseball all year long. The TV memberships you will need to start watching are really cheap. And there is something appealing about imagining yourself as the one who “discovered” a 2-WAR, 32-year-old pitcher for a major league team.

Of course, finding complete treasures shouldn’t be the main goal of this exercise unless you want to live in a constant state of frustration. Instead, as someone who has played this little game for years now, I have to advise that instead of searching for a potential major league pitcher, you keep an eye out for a particular pitch that could do some damage in the best baseball league in the world. It’s still a hard task, but at least your odds will look less like winning the lottery and more like being struck by lighting in an open field.

Take what I found in Efren Alexander Delgado’s changeup for example. This guy is a 24-year-old lefty starting pitcher for Guerreros de Oaxaca with no outstanding numbers in Mexico. Then again, if you look closely, you will see that he went full “Bumgarner Mode” on the 2018 Mexican League postseason: a 2.25 ERA, with 39 strikeouts and nine walks in 32 innings against tough teams such as Diablos Rojos Del México, Leones de Yucatan, and Sultanes de Monterrey.

He sporadically touches 90 mph with his fastball and has an average curveball, but he does have a magic changeup. Just watch this at-bat and try to identify who Delgado is striking out:

Yes, what you are seeing is rare footage of the only strikeout folk hero Willians Astudillo suffered in the Venezuelan Winter League last postseason while he was playing with Caribes de Anzoategui. This part of the game wasn’t broadcast (Nicolas Maduro was speaking and every Venezuelan network was forced to broadcast him), but thanks to my little birds in Venezuela, we manage to salvage this piece of baseball history. Read the rest of this entry »


Jeff McNeil is a Throwback

It would be inaccurate to say that Jeff McNeil came out of nowhere, but unless you were a Mets fan with a deep knowledge of the team’s minor league system, chances are that you hadn’t heard of him before he was called up last July 24. Since then, he’s done nothing less than post the majors’ fourth-highest batting average (.339) as part of a contact-centric profile with echoes of yesteryear. Having additionally shown himself capable of manning multiple positions, the 27-year-old lefty swinger has become a staple of manager Mickey Callaway’s lineups, and a key cog in a much-improved offense.

McNeil arrived as a man of mystery largely because of his age and injury history. A 12th-round 2013 draft pick out of Cal State Long Beach, he hit for high batting averages with minimal power (a total of four home runs) in his first three professional seasons, most notably leading the Florida State League with a .373 on-base percentage in 2015. Just as he reached the high minors, surgeries to repair a pair of sports hernias and a torn labrum in his hip limited him to a mere three games in 2016; he played in just 48 games in 2017 due to a groin injury. Between the lack of playing time and minimal power, he barely grazed even the deepest prospect lists. Just before the injury bug bit, Baseball America included him as a 40-grade prospect, 27th in the Mets’ system, in its 2016 Handbook. He was an honorable mention on FanGraphs’ Mets list that same year.

Finally healthy, and sporting 40 pounds of additional muscle relative to his pre-injury days, the 26-year-old McNeil broke out to hit .327/.402/.626 (182 wRC+) with 14 homers (five more than his previous career total) in just 57 games at Double-A Binghamton last year, then .368/.427/.600 (165 wRC+) with five more homers in 31 games at Triple-A Las Vegas. He began garnering attention, from prospect hounds, though even Baseball America’s midseason Mets top 10, published four days before his debut, merely consigned him to the “Rising” category. He arrived in Queens in late July, just before the team traded incumbent second baseman Asdrubal Cabrera to the Phillies. As the Mets went nowhere amid an otherwise sour season, he hit .329/.381/.471 (137 wRC+) in 248 PA while playing a credible second base (0.4 UZR in 54 games), good for 2.7 WAR. Notably, he struck out in just 9.7% of his plate appearances, the second-lowest mark of any player with at least 200 PA. Read the rest of this entry »


Trevor Bauer and the Math of Pitching Backwards

When I was a kid, my dad taught me about baseball whenever he got a chance. A lot of these lessons were just meaningless baseball truisms: always hit to the right side of second base when there’s a runner on, the best count to steal on is 2-0, catchers are never lefties. Most of these sayings stuck in my brain without ever registering on a conscious level, but one of them fascinated me the moment I heard it. “Throw fastballs when the batter is ahead in the count and breaking balls when he’s behind.” It is known. I’ve pondered the reasoning and factuality of that rule of thumb ever since.

At the most basic level, I totally understand the thinking going on. Fastballs are easier to locate for a strike, and when you’re behind in the count you can ill afford to throw a pitch for a ball. It’s not just that, either. When a batter is down in the count, they need to be much more proactive about swinging at any pitch in the strike zone. If you throw a 1-2 breaking ball that starts out looking like a strike, the batter needs to swing. Throw the same pitch on 2-0, however, and even if it looks like a strike at the start, the batter might not swing — they could be looking for a specific location rather than defending the entire plate.

Go one level higher, however, and things get a lot more confusing. Pitchers throw fastballs when behind in the count, and batters know that pitchers throw fastballs in hitters’ counts. If a hitter knows you’re going to throw a certain type of pitch, that makes their job a lot easier. One of the hardest parts of being a major league batter is that you have to determine how a pitch is going to break after leaving a pitcher’s hand almost instantaneously. Curveballs and fastballs might start at the same place, but they end up in different areas entirely. Take this deception out of the equation, and hitting gets quite a bit easier.

That’s only one level up, though. We can go further. Pitchers know that hitters know that pitchers throw fastballs when behind in the count. If you’re getting a Princess Bride vibe here, you’re not alone. This is a complex issue. What batters expect pitchers to do plays a role in what pitchers should do, and vice versa. There’s an entire field of economics, game theory, devoted to solving this problem. Maybe you saw the movie about it, where Russell Crowe inexplicably writes on every glass surface he can find.

Let’s leave that all aside for now, though. Whatever the theoretical equilibrium is, pitchers do indeed lean away from breaking balls when behind in the count. In 2018, for example, pitchers threw sliders and curveballs 18.8% of the time when behind in the count, versus 27.5% of the time when they were ahead. That’s major league baseball as a whole, though. Collin McHugh has gone to a breaking ball 58% of the time when down in the count. Gerrit Cole is above 40%, and Robbie Ray isn’t far behind him.

Trevor Bauer, on the other hand, seems to have listened to my dad’s advice. Bauer has thrown 139 pitches while behind in the count this year. He’s gone to a breaking ball exactly twice. He’s on pace to set a career low for breaking balls while down in the count, and it’s not even particularly close. In 2016, Bauer fired only 43 breaking balls out of 878 pitches he threw while behind in the count. That was a preposterously low 4.9%, and still triple the rate he’s put up this year so far. Read the rest of this entry »