Archive for Featured

A Chronicle of Indignity: Unjust Punchout Leaders

© Lindsey Wasson-USA TODAY Sports

Last week, I contemplated baseball as a carnival game. It gave me great joy because I think there should be more silly games in the world. It also gave me great joy because I got to spend hours watching beautifully located pitches, on a loop, for work. I wouldn’t necessarily recommend trying this yourself – bosses are wild these days – but trust me, it’s really fun.

Another thing I really enjoyed in writing that article was watching batters react to those perfectly placed pitches. One, in particular, stuck with me, so I snuck a piece of it into the piece. Here’s the full clip. In it, Vladimir Guerrero Jr. has either just realized he had a huge cryptocurrency position on FTX or been called out on strikes:

I love it. I love it so much. It makes me even happier that he wasn’t right. That was a strike! Everyone loves to think they’ve been wronged. Everyone has their own perspective. Vlad’s perception of the strike zone is surely that it smaller than the actual zone. In this case, the difference between perception and reality led to a delightful expression of disbelief. Read the rest of this entry »


Sunday Notes: Nolan Jones Hopes To Turn 4 O’Clock Into 7 O’Clock in Colorado

Nolan Jones might be ready to break out in Colorado, and turning 4 o’clock into 7 o’clock is how he would go about doing it. His time in Cleveland over — the Rockies acquired the rangy 6-foot-4 outfielder from the Guardians earlier this week in exchange for Juan Brito — Jones heads west with a swing that is, by his own admission, compact in the cage and too long in the batter’s box. Striking an effective balance between the two is an ongoing goal and a key to his future success.

“I’ve got really long levers, so I’m trying to simplify my moves and make them more efficient,” Jones told me earlier this summer. “Like anybody else, my moves become bigger in the game, and when your limbs are long, a two-inch move in the cage can become a six-inch move. My swings in the cage are those toned-down moves. I’m trying to be shorter to where, when they get bigger in the game, they’re right where I want them to be.”

Reaching his potential has been a frustrating endeavor for the 24-year-old. Selected in the second round of the 2016 draft out of Philadelphia’s Holy Ghost Preparatory School, Jones has ranked as Cleveland’s top prospect multiple times, and he was No. 51 in our Top 100 as recently as the spring of 2021. What has largely held him back is a penchant to swing-and-miss, a trait that accompanied him to the big leagues this season. Along with a .244/.309/.372 slash line over 94 plate appearances, the rookie had a 33% strikeout rate and a worst-on-the-club 71.6% Z-contact rate. Given the Guardians’ preference for hitters who can consistently put the ball in play, Jones no longer fitting into their plans comes as no surprise. Read the rest of this entry »


The 2023 ZiPS Projection Season Is Imminent

© Orlando Ramirez-USA TODAY Sports

The ghost of 18th-century statistician Thomas Bayes did not see his shadow, so we are about to launch this year’s 2023 ZiPS projections. As usual, this is a space to talk about some of the basics, answer a few common questions, and wax philosophic about the very nature of predicting baseball futures. A lot of the background can be found by reading MLB’s glossary entry for ZiPS, which gives most of the basics except for the origin story.

ZiPS is a computer projection system I initially developed in 2002–04; it officially went live for the 2004 season. The origin of ZiPS is similar to Tom Tango’s Marcel the Monkey, coming from discussions I had with Chris Dial, one of my best friends (my first interaction with Chris involved me being called an expletive!) and a fellow stat nerd, in the late 1990s. ZiPS moved quickly from its original inception as a reasonably simple projection system, and now does a lot more and uses a lot more data than I ever envisioned it would 20 years ago. At its core, however, it’s still doing two primary tasks: estimating what the baseline expectation for a player is at the moment I hit the button, and then estimating where that player may be going using large cohorts of relatively similar players.

Why is ZiPS named ZiPS? At the time, Voros McCracken’s theories on the interaction of pitching, defense, and balls in play were fairly new, and since I wanted to integrate some of his findings, I wanted my system to rhyme with DIPS (defense-independent pitching statistics), with his blessing. I didn’t like SIPS, so I went with the next letter in my last name, Z. I originally named my work ZiPs as a reference to one of my favorite shows to watch as a kid, CHiPs. I typoed ZiPs as ZiPS when I released the projections publicly, and since my now-colleague Jay Jaffe had already reported on ZiPS for his Futility Infielder blog, I decided to just go with it. I never expected that all of this would be useful to anyone but me; if I had, I would have surely named it in less bizarre fashion. Read the rest of this entry »


FanGraphs Power Rankings: The Beginning of the Offseason

The hot stove is set to simmer while teams take stock of their roster situations and the free-agent market. That means it’s the perfect time to see how each team stacks up against each other. Because these rankings are entirely data driven (based on the Depth Charts projections), there will be some wonky placements, particularly for teams that had significant players leave via free agency earlier this month. Think of these as a glimpse at which teams are close to being ready for 2023 and which teams might have a lot of work to do before thinking about next season. We’ll run these power rankings a couple of times during the offseason as a way to check in on how teams are shaping up heading into Opening Day.

A reminder for how these rankings are calculated: first, we take the three most important components of a team — their offense (wRC+), their pitching (a 50/50 blend of FIP- and RA9-, weighted by starter and reliever IP share), and their defense (RAA) — and combine them to create an overall team quality metric. For these offseason power rankings, I’ve used each team’s projected stats based on their Depth Charts projections which are entirely powered by the 2023 Steamer projections at this point. I’ve also used the projected fielding component of WAR that appears on our Depth Charts projections as the defensive component for each team in lieu of RAA.

Tier 1 – Ready to Compete
Team Projected Record wRC+ SP- RP- Fld Team Quality
Braves 93-69 105 88 85 -0.7 170
Rays 92-70 109 94 97 1.2 168

With a young core locked up for years and very few holes on the roster, the Braves are essentially ready to run everything back in 2023. The biggest departure so far is Dansby Swanson; outside of him, Atlanta’s entire starting lineup and rotation will be returning in 2023.

The Braves’ biggest hindrance to improving their roster this offseason is their payroll, which is already butting up against the competitive balance tax. If they want to bring in a new shortstop or re-sign Swanson, they’ll either have to blow past the luxury tax threshold or find creative ways to cut costs. That appeared to be the reason behind trading away Jake Odorizzi last week. And with Vaughn Grissom’s strong rookie showing, there might already be a Swanson replacement in the organization anyway.

It’s surprising to see the Rays this high in the rankings, but their deep and flexible roster means they have few gaps to fill, and some good projections for their young core puts them already ahead of some of their closest division rivals. More importantly, the players they did lose to free agency all have in-house replacements already established or close to debuting — a big benefit of their robust development pipeline. That depth is a double-edged sword, however. Facing a 40-man roster crunch ahead of this week’s Rule 5 roster deadline, Tampa made four trades just in the last week, though none of them had much impact on the overall projections. Read the rest of this entry »


What if Pitching Were a Carnival Game?

© Brad Penner-USA TODAY Sports

One of my favorite things about baseball is the sheer number of mind games going on before every pitch. Will the batter sit on a fastball? Will the pitcher give in to the count and throw that fastball the batter is sitting on? The batter is weak against changeups, but the pitcher’s best secondary is a slider – what does that mean for each of their mindsets? First base is open, but the next batter up is strong – what does that mean? The permutations and counters are endless.

It doesn’t stop with the batter-pitcher confrontation. What if there’s a pickoff called? The defense is back and shifted – would a bunt make sense here? Does the count matter for the defense? What about the score? You can spin endlessly around these decisions, and it’s wonderful. I spend plenty of time watching the game and daydreaming about which tactics each team might employ.

That’s all awesome, and a great part of baseball. This article is very much not about those mind games. There’s another part of baseball that I also enjoy – watching phenomenal athletes at the top of their craft. Forget the game theory and levels of counter-play – the physical skill on display in a random baseball game is immense. Read the rest of this entry »


If the Orioles Were Serious About Competing, How Good Could They Get?

© Evan Habeeb-USA TODAY Sports

If you’ve been aware of either the Baltimore Orioles or FanGraphs Dot Com in the past nine months, you already know the two entities have not always played nice with one another. On the eve of the 2022 season, our playoff odds gave Baltimore just 0.1% chance of making the playoffs, meaning that out of 20,000 simulated universes, the Orioles would only reach the Wild Card round 20 times. (I’ve been to one of those universes. Chick-fil-A is open on Sundays, Ryan Reynolds owns Twitter, and the airlines never got deregulated. It’s heaven.)

As late as September, when the Orioles had clearly surpassed any reasonable expectations and were still in the hunt, our playoff odds were still quite pessimistic relative to other projections systems. Sure enough, Baltimore finished 83-79, three games behind Tampa Bay. But for a team that hadn’t finished at or above .500 since 2016 and hadn’t even won 55 games in a full season since 2017, that’s a good year. Something to build on, particularly considering the wellspring of young talent bubbling up from the minors like the Clampett family’s oil well.

And yet the Orioles aren’t exactly keeping the band together. After moving Jorge López and Trey Mancini at the trade deadline, the first week of the offseason proper has seen several more departures, including Robinson Chirinos, Rougned Odor, and Jordan Lyles. That’s three starting position players (at least for part of the season), as well as Baltimore’s leaders in saves and innings pitched. Read the rest of this entry »


My 2022 National League Rookie of the Year Ballot

Michael Harris II
Bill Streicher-USA TODAY Sports

The National League Rookie of the Year award was announced on Monday evening, with Michael Harris II of the Braves taking home the honor. Harris earned the hardware by collecting 22 of 30 first-place votes from the BBWAA writers, convincingly beating out teammate Spencer Strider, who only collected eight (and was left off one ballot completely), including mine.

Getting inappropriately annoyed with year-end awards — more specifically in 1995, the year Mo Vaughn beat Albert Belle in the AL and Dante Bichette confusingly finished second in the NL — was one of the things that got me reading Usenet. A high schooler at the time, I had little idea that it was the start of an astonishing career path. And even back then, I was frustrated that the writers who voted for these awards didn’t always make convincing arguments about their picks and, occasionally, offered no justifications at all. I still believe that this kind of transparency is crucial for the legitimacy of any type of award. This is ostensibly an expert panel — if it’s not, there’s no purpose for the award to exist — and as such, a secret ballot is not appropriate the way I believe it is for, say, a presidential or parliamentary election.

In my previous Rookie of the Year ballots, I gave my first-place votes to Corey Seager, Pete Alonso, and Trevor Rogers. The last one basically ruined my social media for a week. I had expected more writers to pick Jonathan India, but I felt (and still do) that Rogers had a slightly stronger case for the award. While it wouldn’t have changed my vote, I freely admit that I would have preferred to be one of three or five Rogers voters rather than end up being alone!

As usual, I will now endeavor to explain why I voted for the players I voted for. Read the rest of this entry »


Two Reliever Signings Set the Market

© Troy Taormina-USA TODAY Sports

I’m not sure if you know this about me, but there are two things that I’ve always loved to do. First, I like to make things about me, even if the connection is tenuous. Second, I like to go over my own past decisions and see if there’s anything I can learn from them, hopefully without being too self-serving. I have great news – well, for me at least. Two free agent signings last week – Robert Suarez to the Padres and Rafael Montero to the Astros – have given me an opportunity to do both.

Of course, I don’t want to give either player short shrift. Both are excellent in their own right, late-inning relievers coming off of effective 2022 seasons and high-leverage postseason work. Egotistical as I am, I can’t completely ignore them and only talk about myself. As a compromise, I’ll start by profiling each player and their new contract. From there, we’ll move on to discussing why neither was on my Top 50 Free Agents ranking, and what I think I did wrong in making the list. Read the rest of this entry »


Sunday Notes: James Click Won’t Care About Houston’s Infield Positioning

The Astros inexplicably jettisoned General Manager James Click six days after winning the World Series. Jim Crane, whose reputation isn’t exactly stellar, offered Click just a one-year deal to remain in Houston — a veritable slap in the face given what the team had just accomplished. For all intents and purposes, the owner’s offer was an invitation to vamoose. Crane wanted Click gone.

With rumors of his dismissal rampant, Click fielded a barrage of questions regarding his future when he met with the media during this week’s GM meetings in Las Vegas. Not wanting to beat what was essentially a dead horse, I asked the highly-successful executive about something entirely different: Which position will be most affected by the forthcoming limitations on defensive shifts?

“My gut reaction would be second base,” replied Click. “You could make a credible case for any of the four infield positions, but I also don’t know how much it’s going to really change the game. We’ll still see teams shift as much as they can within the rules. We’ll see shortstops almost directly behind second base, or second basemen directly behind the bag. So the question becomes: ‘How much do those few feet really change the batter’s approach, and the result?’ That said, I do think we’re going to need more athleticism at all positions. Any time you’re not able to position a guy exactly where the ball is most likely to go, you’re going to have to be able to move a little more to get to those balls.” Read the rest of this entry »


2023 Top 50 Free Agents

© Thomas Shea-USA TODAY Sports

Welcome to the offseason. As is customary, the end of the playoffs means the release of FanGraphs’ annual top 50 free agent rankings. In recent years, we’ve rotated through the writers principally responsible for the list – first Dave Cameron, then Kiley McDaniel, Craig Edwards, and, more recently, me. I’m back this year and I’ve brought help: the FanGraphs staff contributed mightily to this piece.

Below, I’ve provided contract estimates and rankings of the winter’s top free agents, along with market-focused breakdowns for the top 25 players. That could be a quick discussion of where a player might sign, what a team might look for, or even just statistical analysis masquerading as market analysis – I’m an analyst at heart and never stray far from my roots. Meanwhile, a combination of Michael Baumann, Justin Choi, Jay Jaffe, David Laurila, Eric Longenhagen, Dan Szymborski, and Jon Tayler supplied player-focused breakdowns, which are designed to provide some context for each player at this moment in his career. Special thanks to David Appelman, Sean Dolinar, Jason Martinez, and Meg Rowley for their help behind the scenes.

The players are ranked in the order in which I prefer them. That’s often the same as ranking them in contract order, but not always. In some cases, I prefer a player I expect will get less money over one who stands to make more. I’ll generally make note of that in the accompanying comment, but just to reiterate, this list isn’t exclusively sorted by descending average annual value or anything like that. All of the dollar amounts are estimated guarantees. Plenty of contracts will include team options or player incentives, but those aren’t included in these estimates. Player opt outs are similarly not included. All of the projections are Steamer 2023 projections, but use our Depth Chart playing time allocations. The lone exception is Kodai Senga, whose projection comes courtesy of ZiPS. The listed ages indicate the age-season the player is about to play. Read the rest of this entry »