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It Had to Happen: Cubs Extend Ian Happ

Ian Happ
Kamil Krzaczynski-USA TODAY Sports

If there’s one thing I remember the Cubs of recent vintage for, it’s winning the curse-breaking World Series in 2016. What, you were expecting something else? But if there are *two* things I remember the Cubs of recent vintage for, the second one is failing to sign their marquee players to contract extensions. Kris Bryant, Javier Báez, Willson Contreras, Anthony Rizzo: all four felt like candidates for a contract extension that made them a lifetime Cub, with a jersey retirement ceremony and fawning coverage from national media for their sparkling career.

Each of those four plays for another team now. The Cubs never turned that dynamic core into a second championship, or even a second World Series appearance. For a team that had dynastic aspirations, it’s a strange look. To the Cubs’ credit, it’s also a look they seem intent on changing. After signing Nico Hoerner to a three-year extension, they took care of another core player, agreeing to a three-year extension with Ian Happ worth $61 million, as Bleacher Nation’s Michael Cerami first reported.

Happ represents a bridge between the 2016 squad that has now mostly departed and the modern-day Cubs team. He debuted in 2017, and while he spent most of ’19 in the minors, he’s otherwise been a fixture in the Chicago lineup ever since. He’s also been a fixture in the field, though not always in the same place. In 2022, however, he settled into an everyday left field role and put up his best season as a professional.

A quick look at Happ’s statline might leave you wanting. He doesn’t hit a ton of home runs or get on base at an unbelievable clip. He doesn’t have a shockingly low strikeout rate for modern baseball. He simply does everything well, with no real holes in his game other than a slightly elevated strikeout rate, and that adds up to solid overall performance even without anything that will blow you away. Here, take a look at it in percentile form, as compared to all qualified hitters:

Happ vs. Average
Statistic Value Percentile
AVG .271 68
OBP .342 68
SLG .440 58
ISO .169 50
BB% 9.0% 55
K% 23.2% 32
BABIP .336 86
wRC+ 120 57

The funny thing about those numbers is that Happ’s game doesn’t feel middle-of-the-road at all. He’s capable of enormous top-end power but until 2022 had paired that intermittent thump with plenty of empty swings. His career swinging-strike rate is roughly 14%; he shaved that to 11.8%, and the hits flowed like wine. That’s how you can post your lowest career ISO and beat your career batting line anyway. Read the rest of this entry »


This Article Is Not About a Hitting Streak

Jeff Curry-USA TODAY Sports

Jordan Walker, the Cardinals’ phenomenal young outfielder, is off to a scintillating start to the season. In his first 10 games, he’s hitting an impressive .326/.370/.512, comfortably better than league average. The Cardinals promoted Walker to the majors despite a positional logjam, and he’s done nothing to make their job easier; he looks like a foundational part of their future. And oh yeah, maybe you’ve heard, he’s on quite the hitting streak.

You probably didn’t come here for a lecture from me, but here’s a quick one about hitting streaks. I think they’re really cool. I think it’s amazing that Walker is now in second place for the longest hitting streak to start a career for players under 21 years old, and that he passed Ted Williams for that honor. That’s awesome, and I’m sure that he’ll treasure that memory for years to come. Eleven games! It’s truly amazing. I just don’t think it’s useful for my purposes, which is to wonder how good Jordan Walker is. Here’s one example of a hit that kept Walker’s streak alive, the sole hit he recorded on April 3:

That’s clearly a hit, and I’d even say that it’s a good piece of hitting. What does it have to do with how well Walker is adjusting to the majors? Not much, I’d venture to say. The streak is a tremendous achievement, it’s super cool, and I don’t think it’s worth mentioning beyond that. Read the rest of this entry »


The Royals Try a New Shift

Jay Biggerstaff-USA TODAY Sports

After a decade of hand-wringing and tedious arguments on both sides, MLB restricted defensive shifts this past offseason. Much has already been written about the pros and cons of this decision, and I’m not going to take the time to recapitulate all of those arguments here. One debate in particular really caught my eye, though: Would teams still play an overshift-esque alignment by moving an outfielder to the shallow right field position occupied by shifted second basemen in pre-restriction shifts?

I expected it to be a rare tactic, but still one that came up from time to time. Five-man infields already existed; in fact, I ran the math on when they might make sense in 2019 when the Dodgers tried one. The exact conclusion of that piece isn’t important; the point is that teams sometimes thought a five-man infield was the best defensive alignment when any defense was allowed, so they would surely prefer it with restrictions on other alignments in place. Read the rest of this entry »


Ben Clemens FanGraphs Chat – 4/10/23

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Five Things I Liked (and Didn’t Like) This Week

Sam Greene/The Enquirer / USA TODAY NETWORK

This won’t surprise you if you’re an NBA fan, but I love reading Zach Lowe’s 10 Things column every week. Lowe is a basketball writer for ESPN, and his column is packed with data-driven anecdotes that wouldn’t quite fill a column on their own but are interesting nonetheless. Somehow, it had never quite occurred to me to use that format in baseball, but it feels like a perfect fit.

It had never occurred to me, that is, until I tried to write about the first observation that you’ll see in this piece. I couldn’t turn it into an entire article, but I kept trying because I really wanted to write about it. There just wasn’t enough meat on the bone, but I didn’t want to leave it there. Then I started noticing other little things I wanted to highlight, and a lightbulb went off.

My plan is to start writing up five things that have caught my interest every Friday. There’s a lot of baseball in the world, which means a lot of interesting but bite-sized stories, ones that wouldn’t work on their own but are nonetheless too good to ignore. Without further ado, let’s get to liking (and, occasionally, not liking) things. Read the rest of this entry »


Early-Season Pitch-Modeling Standouts

Jayne Kamin-Oncea-USA TODAY Sports

This offseason, FanGraphs got some new stuff. More precisely, we got some new ways of measuring stuff, and command, and pitching overall, via pitch-level modeling. You can read about PitchingBot here and Stuff+ here. They’re really cool! Pitch modeling is a wonderful tool to both verify the eye test – that nasty-looking slider you saw, it’s actually nasty – and to find new pitchers to keep an eye on. Sure, strikeout rate and ERA and FIP can do that too, but stuff is a purer signal, because it’s entirely in a pitcher’s control. There’s no question of whether a hitter spoiled a great pitch, or whether that ball should have been a home run. There’s only the pitch, with its movement and velocity and release point.

Eno Sarris, the proprietor of Stuff+, has written about how quickly that model stabilizes, but for our purposes, let’s just say this: these pitch modeling tools give a great early look at which pitchers are working with the best tools early in the year. That doesn’t mean that they’ll all be great – they might not wield the tools in the correct order, or they might struggle with command, or they might wear down as the season goes on – but it does mean that they’re starting with an advantage.

I’d caution you against using these with excessive granularity this early in the season. If a pitcher’s Stuff+ has declined from 119 to 116, or if your team’s swingman has vaulted two points above the fifth starter, there’s probably not much signal in that. Instead, I’m going to paint with a very broad brush. I’m going to look at three groups of two today: two pitchers who both models agree have great stuff, two pitchers who both models are down on, and two where the systems disagree.

Let’s start with the good stuff. Read the rest of this entry »


Miguel Vargas Is Making Waves by Standing Still

Miguel Vargas
Jonathan Hui-USA TODAY Sports

Miguel Vargas couldn’t swing. I don’t mean that in the insulting way that little leaguers sometimes do — “hey batter, you’ve got nothing, you can’t even swing.” I mean that he was medically prohibited from swinging. That didn’t stop the Dodgers from playing him this spring, as Davy Andrews detailed for this very site last month. It did mean, however, that he had to watch every pitch thrown to him, ball or strike, and simply take it. Not exactly the way he expected to enter his first spring training with a big league job nailed down, I’m sure.

The pinky finger fracture that kept Vargas from swinging has healed, but you might not know it from his batting line so far this year, because it seems he took that lesson to heart. Five games into his 2022 season, he’s come to the plate 18 times. In nine of those plate appearances, he’s walked. That 50% walk rate is amazing on its own, and I’ll come back to that, but the way he’s gotten to it is downright stunning.

The key to walking a lot is not swinging at bad pitches, and Vargas is doing that to a fault. Per Statcast, he’s swung at four of the 50 pitches he’s seen outside the strike zone in 2023. That’s the best rate in the majors, which is impressive on its own; 205 batters have seen at least 25 pitches outside the strike zone already this season, and every single one of them has swung at them more frequently than Vargas. We’re talking all the various plate discipline geniuses already enshrined in the pantheon of good eye; they’re all looking up at Vargas’ extreme selectivity. Read the rest of this entry »


Ben Clemens FanGraphs Chat – 4/3/23

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The Early Returns on Steals Are Overwhelming

Ketel Marte Freddie Freeman
Jonathan Hui-USA TODAY Sports

When MLB added a pitch clock for the 2023 season, stolen base fans started salivating immediately. They had good reason to: when the pitch clock and its associated limit on pickoffs came to the minor leagues, stolen bases exploded. As spring training progressed, the evidence mounted: teams would steal more often, and they’d be successful doing it.

Still, there was no knowing how cleanly those warmup game stolen base numbers would translate into regular season games. Maybe teams were getting their stolen base practice in so that they could use it in key spots but would dial their aggression back when faced with the prospect of making real-life, actual outs on the basepaths. Maybe pitchers were sandbagging their best moves in anticipation of over-eager base stealers and would start racking up free outs left and right starting on Opening Day.

With the first 50 games of the seasons in the books, it’s safe to say that steals are here to stay. Just watch the Orioles, as Michael Baumann noted, and you can’t help but see it. To get an idea of just how much things have changed, I came up with a straightforward idea: compare the first 50 games of this season to the first 50 games of last year. Figuring out the right sample to compare to is always tricky, but one way to get around that is by simply looking at the start of each season. Against that backdrop, a huge change in stolen base rate probably means something.

And oh yes, the change in stolen base rate is huge. In the first 50 games of the 2022 season, teams stole 33 bases on 47 attempts, getting picked off four times. That was a slow start to the year, and both stolen base attempts and success rate ticked up slightly as the year went on, to just over one steal per game. This year, the first 50 games have featured 70 successful steals already, more than double last year’s rate. Read the rest of this entry »


Some Kind Words About Ryan McMahon, on the Occasion of His Hitting a Baseball Very Hard

Matt Kartozian-USA TODAY Sports

The baseball season is only one day old, so it’s probably too early to draw any conclusions. The Reds will probably be bad. The Astros will probably be good. The Angels will probably snatch defeat from the jaws of victory and end up around .500 despite employing two of the best players on the planet. Other than those broad strokes, though, it’ll take us a little while to know much for certain.

With that stipulated, let’s make far too much of something that a player did, not even yesterday, but in spring training. That sounds like a fun way to start our year. Ryan McMahon is embarking on his seventh major league season (counting a cup of coffee in 2017). He’s a defensive standout, heir to Nolan Arenado as an elite Rockies third baseman. He sports a career 89 wRC+. He also hit a ball tremendously hard in spring training, so now it’s time to dream on him as a power threat, or at least an above-average offensive player.

The list of the hardest-hit balls in spring training is filled with hitters you’d expect to see. Giancarlo Stanton places both first and third. Oneil Cruz makes an appearance in the top 10. Jordan Walker, who ascended to the major leagues on the back of his raw power, is in the top five. Franmil Reyes and Franchy Cordero, both of whom have power to spare, place highly. Then there’s McMahon, who smashed a grounder at a shocking 117.8 mph, the second-hardest-hit batted ball that Statcast recorded all spring. Read the rest of this entry »