Nol Country for Old Men: Diamondbacks Trade for Arenado

Ron Chenoy-Imagn Images

The St. Louis Cardinals, or what’s left of them, have traded third baseman Nolan Arenado and cash to the Arizona Diamondbacks for right-handed pitcher Jack Martinez.

Arenado was one of the best players of the 2010s, a three-time National League home run champ and an elite defensive third baseman. In eight seasons with the Rockies, Arenado made five All-Star teams and finished in the top eight in MVP voting five times. He made the All-Star team and pulled off the Gold Glove-Silver Slugger double every season from 2015 to 2018.

On the strength of those performances, the Rockies signed Arenado to one of the richest contracts in baseball history — nine years, $275 million. After two years, they shipped him to St. Louis, where the Cardinals lived out the bargain of the quarter-billion-dollar extension: A couple great seasons, followed by gradual decline and now decrepitude, all before the deal runs out. Read the rest of this entry »


How Steven Kwan Keeps Earning Gold Gloves

Ken Blaze-Imagn Images

Steven Kwan looks like the kind of guy who gets underestimated. He’s undersized. He doesn’t hit the ball particularly hard. He plays for a franchise that’s most famous for refusing to spend money. Still, I don’t think many people are underestimating Kwan these days. He’s the undisputed second-best player on the Guardians, behind only future Hall of Famer José Ramírez. He’s a two-time All-Star. He’s never put up fewer than 3.0 WAR in a season. He’s never not won a Gold Glove. Everybody knows that he’s a great player, but I’d like to highlight a couple specific parts of his game that we tend to take for granted.

Kwan’s defense certainly receives plenty of appreciation. In two of his four major league seasons (2023 and 2025), he has swept the three advanced defensive metrics, finishing first among all left fielders in Defensive Runs Saved, Deserved Runs Prevented, and Fielding Run Value. In 2022, he finished first in both DRS and FRV, but didn’t lead in DRP. In 2024, he finished in second in FRV and fourth in DRS (but because of the arguably arcane innings minimum of 900, he did lead all Gold Glove-eligible left fielders in both metrics). The point of this complicated litany is that all of the major defensive metrics love Kwan, and that’s important because they use very different methods, methods don’t always line up. DRS detests Oneil Cruz, but FRV thinks he’s great. DRP loves Randy Arozarena even though the other two systems hate his guts. All the systems can agree on Kwan. Whether you’re breaking down video with human eyes or analyzing catch probability through the lens of a high-speed Statcast camera, when you look at Kwan, you’ll see the best left fielder in the game. Read the rest of this entry »


Brendan Gawlowski Prospect Chat: 1/13/2026

2:04
Brendan Gawlowski: Hello everybody! Thanks for chatting with me. Just as a little background: This is my first chat here. I spent the past couple of years as a scout for the Pirates. I mostly covered West Coast systems and a lot of my knowledge is from that part of the country. I’ll do my best with everything else!

2:04
Jack Martinez newly a Cardinal: I’m famous for this morning! And now a Cardinal! Please tell me all about me as a pitcher and a prospect!

2:06
Brendan Gawlowski: Michael Bowman will have a full writeup shortly, but Cliff notes: low-mid 90s FB w/cut, pairs with CH. We’ll see if he has a good breaking ball. Tends to open up early, which gives me concerns about his deception. Flier type.

2:06
Klubot3000: Where would Cole Young have slotted in the Ms list for you? I’m pretty encouraged by holding his own with the bat, but man did the arm stroke look awkward at 2B and the range left something to be desired.

2:07
Brendan Gawlowski: Toward the bottom of the 50’s. He’s young, I’d be patient. Tools aren’t huge though, he’s not going to be a star.

2:07
Red sox nation: Who’s doing what between you and Eric?

Read the rest of this entry »


They Don’t Make Barrels Like They Used To

James A. Pittman-Imagn Images

Here’s a weird chart:

If you’re like me, you’re struggling to make sense of it. The value of a barrel? But aren’t barrels a measure of value themselves? That’s like asking how many dollars a ten dollar bill is worth, or how you’d rate The Lion King on a scale of one to The Lion King. But that’s not actually how it works. Barrels are defined based on exit velocity and launch angle pairs that, according to the dataset MLB used in their creation, were extremely likely to result in extra-base hits. Those cutoffs have remained the same. The results on barrels haven’t.

What gives? Well, some of it is the ball, of course. I’m not breaking new news in the long-running ball aerodynamics debate; you can read some good recent entries into tracking drag coefficients and the like here and here. Indeed, if you’re measuring barrels that way, you can see a pretty straightforward decline. Here are home runs per barrel over the years:

Read the rest of this entry »


JAWS and the 2026 Hall of Fame Ballot: Gio Gonzalez

Brad Mills-USA TODAY Sports

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2026 Hall of Fame ballot. For a detailed introduction to this year’s ballot, and other candidates in the series, use the tool above; an introduction to JAWS can be found here. For a tentative schedule, see here. All WAR figures refer to the Baseball Reference version unless otherwise indicated.

2026 BBWAA Candidate: Gio Gonzalez
Pitcher Career WAR Peak WAR Adj. S-JAWS W-L SO ERA ERA+
Gio Gonzalez 28.3 26.2 27.2 131-101 1,860 3.70 111
Source: Baseball-Reference

The baseball industry loves its pitching prospects — and sometimes seems to love dreaming on them by using them as trade chips almost as much as it does actually letting them pitch. Considered to have one of the best curveballs in the game from the outset of his professional career, Gio Gonzalez was traded three times before he’d thrown a major league pitch, and five times during a career that ended just after he turned 35. Along the way, the undersized southpaw made two All-Star teams, received Cy Young votes twice, and helped his teams reach the playoffs five times. While he wasn’t always easy to watch given his high walk rates, his ability to miss bats was a testament to the quality of his stuff.

Giovany Aramis Gonzalez was born on September 19, 1985 in Hialeah, Florida, a city in Miami-Dade County where roughly three-quarters of the population is of Cuban ancestry. He’s the oldest of six children of Max and Yolanda (Yoly) Gonzalez. Max, a first-generation Cuban-American, installed billboards and owned a scooter shop, while Yoly, an immigrant from Cuba, worked at various jobs to help the family make ends meet.

Gio was just four years old when his parents introduced him to baseball. Growing up, he played sandlot baseball with neighborhood kids in a narrow, rocky strip of land behind the family’s townhouse. “We broke so many windows that I found a guy who would replace them for 15 bucks apiece,” Yoly recalled in 2011.

“Max grew up tough, never got to play as much ball as he wanted and, when it rained on too-rare Sundays when he had a game as a child, he broke down in frustration and cried. But he never stopped studying the sport,” wrote the Washington Post’s Thomas Boswell in 2012. When his eldest son showed an aptitude for the game, Max taught him the curveball that would become his signature. Read the rest of this entry »


The Cubs Should Sign Brendan Rodgers Next

William Purnell-Imagn Images

Over the weekend, the Chicago Cubs made the splashiest headlines of the new year by signing Alex Bregman — three-time All-Star, two-time top-five MVP finisher, and 2017 World Series champion — to a five-year, $175 million contract. It’s the second-richest contract signed this offseason in terms of total sticker price, and even after accounting for significant deferrals, it’s the second-highest AAV of any contract signed so far this winter.

I don’t want to rehash too much of what Davy Andrews covered in his writeup, but it’s an interesting move to be sure. The Cubs weren’t exactly hard-up for infield help, with Matt Shaw, Dansby Swanson, and Nico Hoerner (from left to right) occupying the three positions Bregman might conceivably occupy. Hoerner’s in his last year of team control, and you might argue that Shaw — my preseason pick for NL Rookie of the Year — disappointed a little in 2025. (I think a 93 wRC+ and 1.5 WAR in 126 games is perfectly OK for a rookie third baseman, though Bregman would likely represent a significant upgrade.)

But for the time being, both incumbents remain in the Cubs organization, leaving a bit of a logjam for manager Craig Counsell to sort out. Nevertheless, I know what the Cubs’ next move should be: Signing Brendan Rodgers. Read the rest of this entry »


2026 ZiPS Projections: Toronto Blue Jays

For the 22nd consecutive season, the ZiPS projection system is unleashing a full set of prognostications. For more information on the ZiPS projections, please consult this year’s introduction, as well as MLB’s glossary entry. The team order is selected by lot, and the next team up is the Toronto Blue Jays.

Batters

The Toronto Blue Jays were just two runs away from winning the World Series, so suffice it to say, 2025 was a pretty successful season. Even with a disappointing first year from Anthony Santander, the Jays were second in the American League in runs scored. The lineup wasn’t just potent at the plate, either, with the team’s position players leading baseball at 44 runs above average in FRV. The pitching, both the rotation and the bullpen, was fairly middling, but given what Toronto got out of its bats, the arms didn’t need to do that much to propel the team deep into the playoffs. Now the Jays seek to finish 2025’s job in a division that won’t make it an easy task. Not that they’re sitting around and waiting; less than a year after extending Vladito for a half billion dollars, they’ve shelled out another $336 million in guaranteed money this winter. Just for context, that’s nearly $100 million more than the rest of the AL East has spent in free agency combined ($249.6 million). Crashing past the final luxury tax threshold certainly fulfills any reasonable definition of going “all in” on winning.

Neither Andrés Giménez nor Ernie Clement has the offensive upside that the recently departed Bo Bichette does, but both are fine defensive players. ZiPS isn’t banking on Kazuma Okamoto being a star or anything, but he should hit for power and be a plus at third if his defense holds up. Completing the infield is Vladimir Guerrero Jr., and while his offensive output was well below his 2024 level, he was still a star-level first baseman last year. With both Davis Schneider and Addison Barger projected as basically league average starters at second and third respectively, there’s impressive infield depth here as well.

Even though he missed half the season, first recovering from offseason shoulder surgery and then a hamstring malady, Daulton Varsho still managed 2.2 WAR in 2025. Varsho is never going to put up impressive batting averages, but he has very good power for the position and plays good defense, and I think most of the remaining locals who were upset that he’s on the roster instead of Gabriel Moreno have quieted down by this point. The corner outfield positions are both in flux, with the exact mix of Santander and George Springer at DH undetermined, but between those two, Schneider, Barger, and Nathan Lukes, who is more than capable of taking the larger piece of a platoon, they ought to get at least average production in the corners and at DH. The Jays have been endlessly linked to Kyle Tucker, and he’d undoubtedly improve the team, but I’m not sure that they wouldn’t get a lot more bang for the buck by signing one of the top pitchers remaining.

Pitchers

Dylan Cease was a solid addition, and forms a quality 1-2 punch with Kevin Gausman. There’s also a lot of upside in Trey Yesavage — you saw how he pitched in the postseason — and a healthy Shane Bieber could be a big plus. But a pitcher with just a single year of professional experience, or one who comes with Bieber’s injury history, carries real risks as well. Cody Ponce is interesting, and a good risk given the upside, but you can’t completely ignore that before his huge season in the KBO, he really wasn’t very good at all in Japan. If José Berríos gets back on track, well, having too much pitching has never actually been a real problem; the Dodgers over the last five years could tell you about that. I can’t help but think that for as good as the Cease signing was, adding Framber Valdez or Ranger Suárez is still a good idea, as it would lower the rotation’s downside considerably and make the Jays the AL East favorite by a win or two.

Despite the middle-of-the-pack results last year, ZiPS is actually rather enamored with Toronto’s relief corps. While it doesn’t see the team as having a Jhoan Duran or Mason Miller at the top of the ‘pen, with the exception of Yimi García, the computer projects every pitcher with 30 relief innings on our depth chart to have an ERA under 4.00 as a reliever. That even holds true if you stretch things out further, to Chase Lee and Lazaro Estrada. The soft-tossing Tyler Rogers was the big bullpen addition, practically a unicorn in that he’s an exceedingly unusual submariner who doesn’t have significant platoon splits. I don’t think the Jays really need to do much else here, and their deep store of talent might even justify them trading a reliever or two if one of the contenders with bullpen issues fails to shore things up over the next two months.

All told, the Blue Jays look to be neck-and-neck with the Red Sox, and slightly better than the Yankees, in the AL East. As for the Orioles, you’ll have to wait for that ZiPS post later this week.

Ballpark graphic courtesy Eephus League. Depth charts constructed by way of those listed here. Size of player names is very roughly proportional to Depth Chart playing time. The final team projections may differ considerably from our Depth Chart playing time.

Batters – Standard
Player B Age PO PA AB R H 2B 3B HR RBI BB SO SB CS
Vladimir Guerrero Jr. R 27 1B 663 578 93 168 32 0 32 102 75 89 5 2
Alejandro Kirk R 27 C 476 418 43 113 17 0 14 62 48 56 1 0
Bo Bichette R 28 SS 598 554 73 162 33 1 19 85 38 97 5 4
Andrés Giménez L 27 SS 520 466 60 116 19 2 12 60 30 90 19 3
Kazuma Okamoto R 30 3B 495 434 58 109 23 0 23 82 50 93 1 1
Daulton Varsho L 29 CF 453 410 64 93 17 3 24 71 34 115 7 3
Ernie Clement R 30 2B 502 469 64 126 24 2 10 56 21 49 6 3
George Springer R 36 DH 548 480 80 123 20 2 22 73 58 107 13 2
Davis Schneider R 27 LF 444 378 56 84 17 2 18 58 58 126 6 1
Addison Barger L 26 3B 517 467 65 114 27 1 21 75 44 120 4 2
Nathan Lukes L 31 RF 392 351 48 94 17 2 9 49 32 61 3 2
Joey Loperfido L 27 CF 483 436 60 107 22 2 15 65 32 131 10 4
RJ Schreck L 25 RF 422 360 54 78 13 2 17 61 48 100 4 1
Anthony Santander B 31 DH 508 451 59 103 21 0 27 78 48 114 1 0
Jonatan Clase B 24 CF 514 461 64 103 22 4 12 58 43 148 28 7
Leo Jiménez R 25 SS 352 304 45 68 14 1 7 41 28 75 2 2
Myles Straw R 31 CF 410 368 53 87 15 3 4 32 31 74 15 2
Charles McAdoo R 24 3B 497 454 56 103 20 2 15 63 36 153 16 4
Tyler Heineman B 35 C 184 157 21 35 5 1 3 18 16 34 3 1
Carlos Mendoza L 26 3B 438 375 58 89 13 2 5 47 44 71 9 5
Brandon Valenzuela B 25 C 437 396 41 81 16 1 12 50 36 119 2 1
Ty France R 31 1B 509 457 53 113 23 0 12 59 30 91 1 0
Rodolfo Castro B 27 SS 475 427 52 92 17 2 15 62 37 125 8 5
Nick Goodwin R 24 2B 370 327 45 67 8 2 9 42 29 87 5 2
Adrian Pinto R 23 2B 116 104 18 22 3 0 4 16 8 24 3 1
Riley Tirotta R 27 3B 439 391 48 86 16 2 12 51 41 145 7 3
Isiah Kiner-Falefa R 31 SS 435 403 44 99 15 2 4 41 21 72 13 3
Ismael Munguia L 27 CF 359 322 47 78 13 1 5 40 21 37 15 6
Arjun Nimmala R 20 SS 535 488 65 96 20 4 13 65 35 154 8 2
Victor Arias L 22 CF 468 426 60 98 16 5 8 50 34 122 10 5
Cutter Coffey R 22 3B 443 404 56 83 18 0 11 50 32 126 6 2
Devonte Brown R 26 CF 356 313 38 62 11 1 9 40 36 131 8 0
Sean Keys L 23 3B 518 452 51 84 18 2 15 61 52 144 4 1
Aaron Parker R 23 C 267 248 26 50 12 1 7 32 15 69 2 0
Eloy Jiménez R 29 RF 356 327 30 79 13 0 10 43 25 71 1 0
Josh Kasevich R 25 SS 406 372 39 88 13 0 2 34 28 57 4 3
Joshua Rivera R 25 SS 413 372 39 72 12 1 6 34 36 151 2 1
Geovanny Planchart R 24 C 235 209 20 38 7 1 2 19 22 60 0 0
Eddie Micheletti Jr. L 24 RF 457 395 40 76 20 2 11 53 48 89 2 0
Phil Clarke L 28 C 264 231 27 53 8 0 3 25 26 37 2 0
Edward Duran R 22 C 422 384 41 81 14 3 5 41 27 101 5 3
Jorge Burgos L 23 1B 410 374 41 75 15 2 15 57 29 119 1 1
Jace Bohrofen L 24 LF 395 353 41 67 15 2 12 48 36 143 6 1
Rainer Nunez R 25 1B 411 382 39 91 13 1 10 47 24 107 1 0
Alexis Hernandez R 23 RF 296 268 32 57 10 1 6 31 21 79 9 2
Brennan Orf L 24 1B 174 150 19 27 6 2 2 16 21 54 1 0
Cade Doughty R 25 SS 397 366 36 80 14 1 7 39 20 112 3 2
Damiano Palmegiani R 26 1B 436 386 43 74 17 1 13 58 35 135 1 1
Robert Brooks R 27 C 151 137 8 23 4 0 3 15 11 60 0 1
Bryce Arnold R 24 LF 322 286 38 53 11 1 8 38 25 102 4 0
Ryan McCarty R 27 2B 419 378 40 77 16 2 7 43 30 123 5 4
Yohendrick Pinango L 24 LF 514 467 49 104 21 2 12 57 42 116 5 2
Tucker Toman B 22 3B 445 407 47 82 17 1 5 42 27 137 2 0
Eddinson Paulino L 23 2B 407 376 39 74 14 2 10 44 25 117 6 4
Alex De Jesus R 24 3B 364 331 35 66 13 2 5 33 28 125 3 2
Jacob Sharp R 24 C 242 217 20 39 7 0 3 24 14 63 1 1
Jay Harry L 23 SS 391 358 37 69 13 1 7 39 25 97 5 3
Je’Von Ward L 26 RF 391 342 50 67 14 2 8 38 45 126 4 2
Nicolas Deschamps L 23 C 164 143 14 22 4 1 2 15 13 71 0 1
J.R. Freethy B 23 2B 361 313 44 61 10 2 5 34 38 100 4 2
Jacob Wetzel L 26 RF 314 280 34 52 11 3 6 30 29 91 5 2
Peyton Williams L 25 1B 352 323 32 64 12 1 9 38 24 118 0 0
Gabriel Martinez R 23 RF 386 359 32 75 14 1 5 34 21 84 2 1
Hedbert Perez L 23 DH 338 308 28 54 9 2 10 35 28 122 4 2
Jackson Hornung R 25 1B 423 387 45 83 16 3 7 44 29 151 3 0
Carter Cunningham L 25 1B 405 355 50 63 10 2 12 43 42 162 6 3
Sam Shaw L 21 2B 317 284 35 52 10 2 6 30 30 83 4 0
Peyton Powell L 25 1B 302 269 27 51 5 1 1 19 29 101 0 3

Batters – Advanced
Player PA BA OBP SLG OPS+ ISO BABIP Def WAR wOBA 3YOPS+ RC
Vladimir Guerrero Jr. 663 .291 .376 .512 142 .221 .298 -1 4.2 .378 138 113
Alejandro Kirk 476 .270 .347 .411 109 .141 .284 14 4.1 .331 107 60
Bo Bichette 598 .292 .339 .458 118 .166 .326 -5 3.4 .344 113 89
Andrés Giménez 520 .249 .315 .376 90 .127 .286 7 2.7 .303 90 60
Kazuma Okamoto 495 .251 .337 .463 118 .212 .270 -2 2.6 .342 114 68
Daulton Varsho 453 .227 .290 .459 102 .232 .255 7 2.5 .319 98 57
Ernie Clement 502 .269 .302 .392 90 .124 .283 11 2.2 .300 88 58
George Springer 548 .256 .343 .444 115 .188 .288 0 2.2 .342 107 77
Davis Schneider 444 .222 .331 .421 106 .199 .282 6 2.0 .329 105 54
Addison Barger 517 .244 .313 .441 105 .197 .285 -3 1.9 .325 107 66
Nathan Lukes 392 .268 .332 .405 103 .137 .302 9 1.8 .322 97 49
Joey Loperfido 483 .245 .309 .408 96 .163 .317 -2 1.4 .312 96 59
RJ Schreck 422 .217 .327 .406 101 .189 .251 3 1.4 .323 104 49
Anthony Santander 508 .228 .309 .455 107 .227 .245 0 1.3 .328 102 64
Jonatan Clase 514 .223 .294 .367 81 .144 .302 2 1.2 .290 86 58
Leo Jiménez 352 .224 .319 .345 84 .121 .275 0 1.0 .299 88 35
Myles Straw 410 .236 .295 .326 72 .090 .286 7 1.0 .276 69 39
Charles McAdoo 497 .227 .288 .379 82 .152 .308 0 0.9 .292 87 54
Tyler Heineman 184 .223 .313 .325 77 .102 .267 5 0.9 .288 71 17
Carlos Mendoza 438 .237 .331 .323 82 .085 .281 1 0.9 .297 82 44
Brandon Valenzuela 437 .205 .272 .341 68 .136 .260 4 0.7 .270 72 38
Ty France 509 .247 .318 .376 91 .129 .285 2 0.6 .307 89 55
Rodolfo Castro 475 .215 .286 .370 80 .155 .268 -6 0.3 .288 80 49
Nick Goodwin 370 .205 .289 .324 69 .119 .251 2 0.3 .274 74 32
Adrian Pinto 116 .212 .281 .356 74 .144 .237 1 0.2 .282 78 11
Riley Tirotta 439 .220 .301 .363 82 .143 .316 -5 0.2 .293 84 45
Isiah Kiner-Falefa 435 .246 .290 .323 69 .077 .291 -3 0.1 .271 66 42
Ismael Munguia 359 .242 .307 .335 78 .093 .261 -4 0.1 .287 78 39
Arjun Nimmala 535 .197 .260 .334 63 .137 .259 1 0.0 .261 71 45
Victor Arias 468 .230 .295 .347 77 .117 .304 -4 0.0 .283 81 48
Cutter Coffey 443 .205 .271 .332 65 .127 .270 2 -0.1 .266 73 38
Devonte Brown 356 .198 .289 .326 70 .128 .306 -4 -0.1 .276 74 31
Sean Keys 518 .186 .282 .334 70 .148 .235 -2 -0.1 .275 76 44
Aaron Parker 267 .202 .255 .343 63 .141 .250 -3 -0.2 .262 71 22
Eloy Jiménez 356 .242 .298 .373 84 .131 .280 -3 -0.2 .293 83 37
Josh Kasevich 406 .237 .293 .288 62 .051 .275 -1 -0.2 .262 65 33
Joshua Rivera 413 .194 .265 .280 51 .086 .307 4 -0.2 .246 54 28
Geovanny Planchart 235 .182 .264 .254 44 .072 .245 1 -0.3 .237 46 14
Eddie Micheletti Jr. 457 .192 .293 .337 74 .145 .220 1 -0.3 .282 76 39
Phil Clarke 264 .229 .318 .303 73 .074 .262 -8 -0.3 .282 71 23
Edward Duran 422 .211 .275 .302 60 .091 .273 -2 -0.3 .258 60 34
Jorge Burgos 410 .201 .263 .372 73 .171 .250 4 -0.3 .276 79 37
Jace Bohrofen 395 .190 .273 .346 70 .156 .278 2 -0.4 .273 76 35
Rainer Nunez 411 .238 .287 .356 76 .118 .306 1 -0.4 .282 80 39
Alexis Hernandez 296 .213 .281 .325 67 .112 .279 -1 -0.5 .270 70 27
Brennan Orf 174 .180 .293 .287 62 .107 .266 -1 -0.5 .267 63 13
Cade Doughty 397 .219 .266 .320 61 .101 .296 -3 -0.5 .259 62 33
Damiano Palmegiani 436 .192 .278 .342 70 .150 .256 4 -0.5 .275 72 37
Robert Brooks 151 .168 .238 .263 39 .095 .270 -1 -0.5 .227 44 9
Bryce Arnold 322 .185 .270 .315 61 .130 .256 1 -0.6 .263 66 25
Ryan McCarty 419 .204 .274 .312 62 .108 .282 -2 -0.6 .262 64 35
Yohendrick Pinango 514 .223 .290 .353 77 .130 .271 -2 -0.6 .283 81 50
Tucker Toman 445 .201 .263 .285 52 .084 .291 2 -0.8 .246 56 31
Eddinson Paulino 407 .197 .253 .324 58 .127 .257 -2 -0.8 .254 64 34
Alex De Jesus 364 .199 .266 .296 55 .097 .303 -2 -0.9 .252 59 28
Jacob Sharp 242 .180 .254 .253 41 .073 .238 -4 -0.9 .233 46 15
Jay Harry 391 .193 .256 .293 51 .100 .244 -2 -0.9 .245 57 29
Je’Von Ward 391 .196 .289 .319 68 .123 .284 -2 -0.9 .272 71 33
Nicolas Deschamps 164 .154 .247 .238 35 .084 .286 -4 -0.9 .225 38 9
J.R. Freethy 361 .195 .299 .288 64 .093 .269 -9 -1.0 .270 66 29
Jacob Wetzel 314 .186 .268 .311 60 .125 .251 -1 -1.0 .258 62 25
Peyton Williams 352 .198 .259 .325 60 .127 .281 2 -1.0 .257 65 27
Gabriel Martinez 386 .209 .259 .295 53 .086 .259 3 -1.2 .247 57 28
Hedbert Perez 338 .175 .249 .315 57 .140 .250 0 -1.2 .248 61 26
Jackson Hornung 423 .214 .274 .326 65 .112 .332 -3 -1.3 .265 68 35
Carter Cunningham 405 .177 .269 .318 62 .141 .282 -2 -1.4 .263 68 33
Sam Shaw 317 .183 .265 .296 55 .113 .236 -9 -1.4 .251 61 23
Peyton Powell 302 .190 .270 .227 40 .037 .299 -2 -2.0 .232 41 18

Batters – Top Near-Age Offensive Comps
Player Hit Comp 1 Hit Comp 2 Hit Comp 3
Vladimir Guerrero Jr. Zeke Bonura Albert Pujols Rafael Palmeiro
Alejandro Kirk Yadier Molina Omar Narváez Gus Mancuso
Bo Bichette Martín Prado Carney Lansford Jose Vidro
Andrés Giménez Luis Aparicio Jerry Remy Bill Spiers
Kazuma Okamoto Kyle Seager Todd Zeile Richie Hebner
Daulton Varsho Willie Kirkland Matt Carson Bill Schlesinger
Ernie Clement Felix Millan Dave Hajek Omar Infante
George Springer Joe Judge Johnny Damon Mickey Vernon
Davis Schneider John Briggs Matt Joyce Russ Nagelson
Addison Barger Tucker Ashford Doug Rader Travis Jackson
Nathan Lukes Josh Romanski Joe Orsulak Charlie Moore
Joey Loperfido Matthew den Dekker Ed Armbrister Willie Norwood
RJ Schreck Ed Kurpiel Tom Kelly Bill Masse
Anthony Santander Logan Morrison Wally Judnich Vic Wertz
Jonatan Clase Chris Latham Demond Smith Reggie Thomas
Leo Jiménez Greg Werdick Kevin Stocker Lanny Vessell
Myles Straw Jorge Diaz Sean Collins Matty Johnson
Charles McAdoo Sean Berry Ivan De Jesus Corey Hart
Tyler Heineman Brian Peterson Gerald Laird Michael LaValliere
Carlos Mendoza Alden Carrithers Jerry Kenney Jon Sbrocco
Brandon Valenzuela Randy Hunt Greg David Mike Ibarra
Ty France Barbaro Canizares Leslie Anderson Jim Rushford
Rodolfo Castro Sean Berry Swede Risberg Alex Gonzalez
Nick Goodwin Mark Sproesser Gralyn Engram Ludwig Benedetti
Adrian Pinto Dave Denton Eddie Miksis Herbert Lara
Riley Tirotta Johnny Knott Dave Edler Marc Rhea
Isiah Kiner-Falefa Bob Lillis Ray Wilson Alcides Escobar
Ismael Munguia Steve Moses Shooty Babitt Lee Graham
Arjun Nimmala Orlando Calixte Jose Ortiz Ian Desmond
Victor Arias Ezequiel Carrera Adron Chambers Tim Jordan
Cutter Coffey Jeff Moronko Mike Morse Vince Rooi
Devonte Brown Randy Curtis Justin Toerner Joe Kramer
Sean Keys Ty Griffin Dennis Holmberg Eric Duncan
Aaron Parker Garrett Beard Walter Dobrzykowski Brian Serven
Eloy Jiménez Jimmy Van Ostrand Wally Roettger John Castellano
Josh Kasevich Jake Mauer Erwin Bryant Ben Orloff
Joshua Rivera Dwain Anderson Jim Bishop Leo Durocher
Geovanny Planchart Bryan Graves Bob Spurlin Danny Guerrero
Eddie Micheletti Jr. David Thielker Phil Robinson John Ziccardi
Phil Clarke Jesse Levis Ken Retzer Tyler Heineman
Edward Duran John Wathan Carlos Pérez Blake Swihart
Jorge Burgos Bill Haynes Joe De Berry Will Love
Jace Bohrofen Frank Vanzin Todd Steverson Sam Bowen
Rainer Nunez Sean Halton Danny Matienzo Brandon Buckman
Alexis Hernandez Cory Sullivan Jhonny Santos Ryan Cordell
Brennan Orf Aaron Jones Chuck Sandberg Joseph Williams
Cade Doughty Andrew Ely Jared Reaves John Tavares
Damiano Palmegiani Tookie Spann Kyle Martin Daniel Brady
Robert Brooks Clemente Alvarez Jean Luc Blaquiere Kerry Baker
Bryce Arnold Rod Thomas Rafael Rivas Alex Barrett
Ryan McCarty Jake Wald Cliff Wherry Davis Stoneburner
Yohendrick Pinango Vince Phillips Mike Lockwood Jeff Fiorentino
Tucker Toman Harold Martinez Scott Leius Mark Sobolewski
Eddinson Paulino Chance Sanford Frederick Nori Jeff Kunkel
Alex De Jesus Dale Soderholm Peter Feeley Mike Brandts
Jacob Sharp Eric Morales Travis Chapman Wally Rosa
Jay Harry Kenny Miller Bryant Flete Brad Freeman
Je’Von Ward Randy Curtis Frank Vanzin Kevin Dean
Nicolas Deschamps Sammy Rodriguez Jordan Newton Carlos Sanchez
J.R. Freethy Tim Senne Emiliano Escandon Tony Ferreira
Jacob Wetzel Robby Kuzdale Terrell Merriman Alexi Colon
Peyton Williams Steven Caseres Al Corbeil Dustin Brisson
Gabriel Martinez Olivier Basabe Tony Collins Rafael Guerrero
Hedbert Perez Zach Cates David Fritz Drew Rundle
Jackson Hornung Nick Zammarelli Travis Whitmore David Goodwin
Carter Cunningham T.J. Mittelstaedt Reggie Whittemore Raymond Looney
Sam Shaw Chance Sanford Anthony Blackmon Jim Eschen
Peyton Powell Don Gilbert Nick Ward Not That Joe Cronin

Batters – 80th/20th Percentiles
Player 80th BA 80th OBP 80th SLG 80th OPS+ 80th WAR 20th BA 20th OBP 20th SLG 20th OPS+ 20th WAR
Vladimir Guerrero Jr. .317 .402 .567 160 5.7 .267 .351 .462 123 2.5
Alejandro Kirk .299 .375 .462 128 5.2 .244 .319 .366 89 2.9
Bo Bichette .319 .366 .512 138 4.9 .264 .310 .418 98 1.9
Andrés Giménez .274 .340 .423 108 3.8 .221 .288 .328 72 1.5
Kazuma Okamoto .275 .363 .533 141 3.9 .224 .311 .402 95 1.1
Daulton Varsho .251 .315 .523 124 3.7 .202 .267 .401 83 1.4
Ernie Clement .297 .327 .432 107 3.3 .242 .278 .351 73 1.1
George Springer .279 .366 .495 134 3.3 .233 .322 .392 98 0.9
Davis Schneider .243 .353 .485 127 3.1 .196 .306 .371 89 1.1
Addison Barger .271 .341 .494 125 3.2 .222 .287 .389 86 0.6
Nathan Lukes .299 .360 .452 122 2.8 .237 .304 .358 84 0.8
Joey Loperfido .274 .335 .455 113 2.5 .221 .283 .354 75 0.3
RJ Schreck .243 .353 .465 121 2.3 .189 .302 .344 80 0.4
Anthony Santander .254 .335 .514 127 2.5 .204 .285 .399 87 0.0
Jonatan Clase .243 .316 .409 97 2.2 .198 .270 .324 67 0.2
Leo Jiménez .247 .343 .393 100 1.7 .200 .296 .307 68 0.3
Myles Straw .263 .323 .366 90 1.9 .212 .271 .290 56 0.1
Charles McAdoo .252 .315 .425 102 2.1 .198 .264 .327 63 -0.3
Tyler Heineman .252 .341 .372 95 1.3 .191 .285 .279 57 0.4
Carlos Mendoza .262 .356 .361 98 1.8 .209 .302 .288 66 0.0
Brandon Valenzuela .236 .300 .397 89 1.9 .182 .238 .297 49 -0.3
Ty France .275 .345 .429 112 1.9 .221 .294 .330 74 -0.5
Rodolfo Castro .240 .311 .421 98 1.5 .191 .263 .318 61 -0.7
Nick Goodwin .236 .314 .382 89 1.2 .181 .264 .284 53 -0.5
Adrian Pinto .240 .309 .416 96 0.5 .186 .258 .303 55 -0.1
Riley Tirotta .246 .324 .415 100 1.1 .194 .273 .314 61 -0.9
Isiah Kiner-Falefa .273 .318 .361 87 1.1 .218 .266 .288 54 -0.8
Ismael Munguia .269 .334 .377 95 0.9 .215 .284 .298 61 -0.7
Arjun Nimmala .223 .284 .385 82 1.4 .174 .232 .285 44 -1.2
Victor Arias .252 .318 .390 94 1.0 .205 .272 .311 63 -0.9
Cutter Coffey .233 .299 .383 83 1.0 .182 .243 .288 48 -1.0
Devonte Brown .225 .316 .378 87 0.7 .169 .262 .277 50 -1.0
Sean Keys .208 .309 .390 90 1.1 .161 .258 .294 53 -1.2
Aaron Parker .231 .288 .407 86 0.6 .173 .228 .296 45 -0.9
Eloy Jiménez .270 .324 .430 104 0.7 .215 .270 .327 65 -1.0
Josh Kasevich .258 .318 .320 75 0.5 .206 .267 .251 44 -1.1
Joshua Rivera .221 .294 .320 67 0.6 .166 .241 .232 33 -1.0
Geovanny Planchart .210 .297 .295 64 0.3 .156 .239 .218 29 -0.8
Eddie Micheletti Jr. .218 .317 .381 90 0.7 .168 .269 .284 55 -1.3
Phil Clarke .260 .347 .349 92 0.3 .197 .285 .265 53 -1.0
Edward Duran .245 .306 .359 83 0.9 .181 .246 .262 43 -1.3
Jorge Burgos .228 .291 .425 94 0.7 .179 .240 .327 57 -1.1
Jace Bohrofen .212 .299 .387 87 0.5 .160 .244 .287 48 -1.4
Rainer Nunez .262 .310 .409 93 0.4 .212 .259 .319 59 -1.4
Alexis Hernandez .242 .309 .374 86 0.2 .186 .255 .281 50 -1.2
Brennan Orf .210 .323 .341 82 0.0 .155 .267 .244 44 -0.9
Cade Doughty .244 .290 .362 80 0.4 .195 .241 .286 46 -1.3
Damiano Palmegiani .220 .304 .390 90 0.6 .168 .252 .298 52 -1.5
Robert Brooks .199 .273 .320 61 -0.1 .139 .206 .215 16 -1.0
Bryce Arnold .211 .298 .357 77 0.0 .164 .245 .273 46 -1.2
Ryan McCarty .233 .304 .362 83 0.5 .181 .249 .274 45 -1.4
Yohendrick Pinango .247 .315 .395 95 0.6 .195 .265 .309 61 -1.6
Tucker Toman .231 .289 .329 70 0.3 .177 .234 .247 37 -1.7
Eddinson Paulino .221 .276 .383 79 0.3 .175 .228 .282 41 -1.6
Alex De Jesus .227 .296 .349 77 0.1 .172 .241 .253 38 -1.7
Jacob Sharp .206 .284 .294 59 -0.4 .153 .230 .214 24 -1.5
Jay Harry .218 .283 .346 71 0.1 .165 .228 .256 35 -1.6
Je’Von Ward .222 .318 .373 90 0.1 .167 .261 .274 49 -1.8
Nicolas Deschamps .186 .281 .286 57 -0.5 .126 .221 .190 17 -1.3
J.R. Freethy .224 .327 .336 84 -0.1 .173 .275 .250 48 -1.7
Jacob Wetzel .211 .296 .358 79 -0.2 .160 .243 .266 42 -1.7
Peyton Williams .222 .283 .372 80 -0.2 .174 .233 .280 44 -1.7
Gabriel Martinez .232 .282 .337 70 -0.4 .182 .231 .254 36 -2.1
Hedbert Perez .201 .279 .368 75 -0.4 .151 .224 .269 38 -2.0
Jackson Hornung .242 .301 .371 84 -0.4 .187 .246 .285 47 -2.3
Carter Cunningham .206 .302 .374 86 -0.2 .150 .243 .264 43 -2.4
Sam Shaw .213 .297 .357 76 -0.5 .154 .238 .247 36 -2.2
Peyton Powell .217 .301 .260 56 -1.4 .161 .242 .195 22 -2.7

Batters – Platoon Splits
Player BA vs. L OBP vs. L SLG vs. L BA vs. R OBP vs. R SLG vs. R
Vladimir Guerrero Jr. .292 .387 .514 .290 .372 .512
Alejandro Kirk .274 .357 .411 .269 .342 .412
Bo Bichette .297 .351 .471 .291 .336 .454
Andrés Giménez .248 .313 .368 .249 .316 .378
Kazuma Okamoto .257 .349 .479 .248 .331 .455
Daulton Varsho .236 .287 .434 .224 .291 .467
Ernie Clement .274 .310 .415 .266 .297 .380
George Springer .254 .351 .446 .257 .340 .443
Davis Schneider .225 .337 .435 .221 .327 .413
Addison Barger .240 .306 .409 .246 .317 .457
Nathan Lukes .250 .309 .355 .278 .345 .432
Joey Loperfido .246 .308 .390 .245 .309 .415
RJ Schreck .208 .315 .385 .220 .331 .413
Anthony Santander .233 .318 .459 .226 .305 .453
Jonatan Clase .224 .291 .371 .223 .295 .365
Leo Jiménez .230 .322 .370 .221 .318 .333
Myles Straw .241 .299 .328 .234 .293 .325
Charles McAdoo .235 .301 .409 .224 .283 .366
Tyler Heineman .220 .304 .320 .224 .317 .327
Carlos Mendoza .233 .328 .311 .239 .332 .327
Brandon Valenzuela .209 .277 .336 .202 .270 .344
Ty France .246 .314 .384 .248 .320 .373
Rodolfo Castro .221 .287 .396 .212 .286 .356
Nick Goodwin .212 .297 .354 .202 .285 .311
Adrian Pinto .222 .300 .333 .206 .270 .368
Riley Tirotta .225 .314 .383 .218 .295 .354
Isiah Kiner-Falefa .244 .295 .328 .246 .288 .320
Ismael Munguia .244 .310 .311 .241 .306 .345
Arjun Nimmala .204 .269 .345 .194 .256 .329
Victor Arias .228 .288 .333 .231 .297 .353
Cutter Coffey .207 .276 .333 .205 .269 .331
Devonte Brown .204 .306 .344 .195 .282 .318
Sean Keys .174 .268 .298 .190 .287 .347
Aaron Parker .208 .265 .338 .199 .250 .345
Eloy Jiménez .239 .304 .380 .243 .295 .370
Josh Kasevich .237 .302 .298 .236 .289 .283
Joshua Rivera .198 .274 .297 .192 .262 .273
Geovanny Planchart .188 .269 .261 .179 .261 .250
Eddie Micheletti Jr. .183 .280 .312 .196 .298 .346
Phil Clarke .212 .293 .288 .236 .328 .309
Edward Duran .221 .288 .327 .207 .269 .292
Jorge Burgos .190 .259 .333 .204 .265 .387
Jace Bohrofen .186 .269 .340 .191 .275 .348
Rainer Nunez .250 .305 .383 .233 .279 .344
Alexis Hernandez .222 .292 .333 .209 .277 .321
Brennan Orf .167 .271 .238 .185 .302 .306
Cade Doughty .221 .270 .336 .217 .265 .312
Damiano Palmegiani .197 .290 .362 .189 .271 .332
Robert Brooks .190 .261 .286 .158 .229 .253
Bryce Arnold .188 .275 .300 .184 .268 .320
Ryan McCarty .205 .280 .321 .203 .272 .308
Yohendrick Pinango .218 .275 .333 .225 .297 .363
Tucker Toman .198 .259 .264 .203 .264 .292
Eddinson Paulino .186 .243 .275 .201 .257 .343
Alex De Jesus .212 .288 .322 .192 .254 .282
Jacob Sharp .179 .257 .254 .180 .253 .253
Jay Harry .186 .245 .278 .195 .260 .299
Je’Von Ward .186 .266 .309 .200 .298 .322
Nicolas Deschamps .150 .244 .175 .155 .248 .262
J.R. Freethy .200 .301 .300 .193 .298 .283
Jacob Wetzel .179 .258 .310 .189 .273 .311
Peyton Williams .189 .245 .289 .202 .264 .339
Gabriel Martinez .219 .274 .316 .204 .252 .286
Hedbert Perez .167 .235 .278 .179 .254 .330
Jackson Hornung .215 .278 .322 .214 .272 .327
Carter Cunningham .170 .255 .309 .180 .274 .322
Sam Shaw .176 .256 .243 .186 .268 .314
Peyton Powell .179 .247 .192 .194 .279 .241

Pitchers – Standard
Player T Age W L ERA G GS IP H ER HR BB SO
Dylan Cease R 30 11 8 3.61 30 30 164.7 136 66 19 64 192
Kevin Gausman R 35 11 9 3.77 28 28 162.3 152 68 21 46 157
Chris Bassitt R 37 10 8 4.05 30 27 151.0 146 68 20 53 138
Louis Varland R 28 7 5 3.64 48 14 108.7 99 44 13 30 104
Shane Bieber R 31 6 5 3.66 19 19 103.3 97 42 13 24 93
Trey Yesavage R 22 4 3 3.88 28 25 109.0 89 47 12 47 116
Cody Ponce R 32 7 7 4.00 23 22 128.7 120 60 19 40 127
Eric Lauer L 31 6 7 4.25 28 18 108.0 103 51 17 36 97
Max Scherzer R 41 5 5 4.23 19 19 95.7 90 45 17 26 93
José Berríos R 32 7 8 4.51 22 22 123.7 126 62 20 38 97
Josh Winckowski R 28 5 4 4.08 32 9 81.7 82 37 10 25 67
Jeff Hoffman R 33 6 5 3.38 61 0 61.3 47 23 8 23 74
Grant Rogers R 25 8 9 4.78 25 25 128.0 138 68 18 34 77
Angel Bastardo R 24 3 4 4.44 17 17 77.0 75 38 11 35 69
Robinson Piña R 27 5 6 4.50 21 15 82.0 84 41 12 27 63
CJ Van Eyk R 27 6 7 4.74 24 20 104.3 109 55 14 38 71
Tyler Rogers R 35 5 3 3.72 68 0 65.3 63 27 7 16 44
Trenton Wallace L 27 2 3 4.48 24 15 70.3 65 35 10 34 66
Lazaro Estrada R 27 4 5 4.67 24 17 88.7 89 46 14 28 76
Braydon Fisher R 25 4 3 3.71 57 1 60.7 49 25 7 29 71
Fernando Perez R 22 5 6 4.80 23 23 105.0 110 56 16 31 71
Ryan Burr R 32 2 2 3.47 36 2 36.3 32 14 4 13 41
Michael Plassmeyer L 29 5 7 4.75 24 15 89.0 90 47 14 26 71
Seranthony Domínguez R 31 5 3 3.79 62 0 57.0 46 24 8 27 66
Yariel Rodríguez R 29 3 3 4.26 52 8 74.0 64 35 10 35 71
Tommy Nance R 35 3 2 3.81 44 1 49.7 48 21 6 15 48
Brendon Little L 29 4 3 3.75 66 0 62.3 52 26 6 35 69
Adam Macko L 25 5 5 4.76 20 15 75.7 73 40 11 33 66
Jake Bloss R 25 4 5 4.78 18 18 69.7 72 37 11 30 54
Chase Lee R 27 3 3 3.88 48 1 60.3 55 26 8 18 60
Mason Fluharty L 24 4 3 3.96 62 0 61.3 52 27 8 25 66
Easton Lucas L 29 4 4 4.74 27 12 74.0 72 39 10 31 66
Bowden Francis R 30 5 6 4.70 21 14 76.7 72 40 14 26 67
Anders Tolhurst R 26 3 5 4.82 20 11 65.3 66 35 10 23 51
Alex Amalfi R 25 5 6 4.61 31 8 70.3 68 36 10 34 63
Pat Gallagher R 26 4 4 4.63 30 7 68.0 69 35 10 25 54
Yimi García R 35 2 3 4.08 42 0 39.7 34 18 5 15 42
Rafael Sanchez R 26 4 5 5.02 21 17 86.0 97 48 14 27 55
Nic Enright R 29 2 2 4.10 30 0 37.3 35 17 5 13 34
Ryan Borucki L 32 2 2 4.14 42 1 37.0 33 17 5 17 37
Ryan Jennings R 27 3 4 4.53 35 3 53.7 50 27 8 24 54
Nick Sandlin R 29 3 4 4.24 51 1 46.7 39 22 7 22 48
Joe Mantiply L 35 3 2 4.28 41 2 40.0 42 19 5 10 33
Hayden Juenger R 25 3 4 4.45 41 4 56.7 54 28 7 24 48
Nate Garkow R 28 2 2 4.26 34 0 44.3 39 21 6 20 45
Yondrei Rojas R 23 2 3 4.32 36 0 41.7 39 20 6 16 39
Dillon Tate R 32 2 2 4.40 42 0 45.0 43 22 5 19 37
Ryan Watson R 27 4 6 5.15 19 14 80.3 87 46 13 25 49
Eric Pardinho R 25 2 1 4.46 30 1 38.3 37 19 5 20 36
Tanner Andrews R 30 3 3 4.50 24 0 38.0 38 19 5 16 33
Jorge Alcala R 30 1 2 4.56 50 0 53.3 48 27 9 24 57
Ryan Boyer R 29 0 1 4.56 32 0 47.3 46 24 7 16 40
Erik Swanson R 32 2 3 4.50 48 0 44.0 43 22 7 17 40
Devereaux Harrison R 25 5 7 5.24 28 15 89.3 94 52 15 45 68
Michael Dominguez R 25 2 4 5.31 20 13 62.7 62 37 11 36 53
Kevin Gowdy R 28 2 2 4.74 33 1 38.0 39 20 5 18 27
Chad Green R 35 2 3 4.70 39 0 38.3 40 20 7 13 32
Jacob Barnes R 36 2 3 4.91 34 0 36.7 39 20 5 15 26
Bobby Milacki R 29 3 3 5.14 29 5 61.3 67 35 10 22 37
Grayson Thurman R 27 2 3 4.86 32 0 37.0 39 20 6 17 28
Chay Yeager R 23 4 5 4.88 40 1 48.0 46 26 7 22 41
Jimmy Burnette L 27 2 3 4.79 32 0 35.7 32 19 4 21 34
Geison Urbaez R 25 2 2 5.40 24 5 50.0 54 30 7 26 30
Hunter Gregory R 27 2 3 5.17 36 3 54.0 54 31 8 27 45
Johnathan Lavallee R 26 2 2 5.03 28 0 34.0 33 19 5 20 29
Travis Kuhn R 28 5 6 4.96 38 1 49.0 49 27 6 24 34
Conor Larkin R 27 3 4 5.08 33 0 39.0 38 22 6 20 32
Justin Kelly R 27 2 4 5.15 27 0 36.7 40 21 6 15 23

Pitchers – Advanced
Player IP K/9 BB/9 HR/9 BB% K% BABIP ERA+ 3ERA+ FIP ERA- WAR
Dylan Cease 164.7 10.5 3.5 1.0 9.2% 27.7% .286 118 116 3.57 85 2.9
Kevin Gausman 162.3 8.7 2.6 1.2 6.8% 23.2% .291 113 106 3.80 88 2.5
Chris Bassitt 151.0 8.2 3.2 1.2 8.2% 21.4% .293 105 96 4.33 95 1.8
Louis Varland 108.7 8.6 2.5 1.1 6.7% 23.2% .287 117 117 3.74 86 1.7
Shane Bieber 103.3 8.1 2.1 1.1 5.6% 21.7% .286 116 112 3.75 86 1.7
Trey Yesavage 109.0 9.6 3.9 1.0 10.2% 25.2% .274 110 114 3.81 91 1.7
Cody Ponce 128.7 8.9 2.8 1.3 7.4% 23.5% .288 101 98 4.16 99 1.5
Eric Lauer 108.0 8.1 3.0 1.4 7.9% 21.3% .282 100 98 4.50 100 1.1
Max Scherzer 95.7 8.7 2.4 1.6 6.5% 23.3% .280 100 96 4.47 100 1.0
José Berríos 123.7 7.1 2.8 1.5 7.2% 18.4% .286 94 92 4.79 106 1.0
Josh Winckowski 81.7 7.4 2.8 1.1 7.2% 19.3% .295 104 106 4.14 96 0.8
Jeff Hoffman 61.3 10.9 3.4 1.2 9.1% 29.1% .269 126 117 3.77 79 0.8
Grant Rogers 128.0 5.4 2.4 1.3 6.2% 14.0% .288 89 92 4.80 112 0.7
Angel Bastardo 77.0 8.1 4.1 1.3 10.2% 20.1% .291 96 102 4.71 104 0.7
Robinson Piña 82.0 6.9 3.0 1.3 7.6% 17.7% .289 94 97 4.74 106 0.6
CJ Van Eyk 104.3 6.1 3.3 1.2 8.3% 15.6% .289 90 92 4.87 112 0.6
Tyler Rogers 65.3 6.1 2.2 1.0 5.9% 16.3% .276 114 108 4.08 87 0.6
Trenton Wallace 70.3 8.4 4.4 1.3 11.1% 21.5% .282 95 98 4.80 105 0.5
Lazaro Estrada 88.7 7.7 2.8 1.4 7.3% 19.8% .290 91 94 4.62 110 0.5
Braydon Fisher 60.7 10.5 4.3 1.0 11.1% 27.1% .282 115 120 3.91 87 0.5
Fernando Perez 105.0 6.1 2.7 1.4 6.9% 15.7% .285 89 94 4.79 113 0.5
Ryan Burr 36.3 10.2 3.2 1.0 8.5% 26.8% .298 123 116 3.41 82 0.5
Michael Plassmeyer 89.0 7.2 2.6 1.4 6.9% 18.7% .287 89 91 4.79 112 0.4
Seranthony Domínguez 57.0 10.4 4.3 1.3 10.9% 26.7% .273 112 110 4.20 89 0.4
Yariel Rodríguez 74.0 8.6 4.3 1.2 11.0% 22.4% .270 100 99 4.62 100 0.4
Tommy Nance 49.7 8.7 2.7 1.1 7.1% 22.6% .300 112 104 3.89 89 0.4
Brendon Little 62.3 10.0 5.1 0.9 12.6% 24.8% .288 113 112 4.03 88 0.4
Adam Macko 75.7 7.8 3.9 1.3 9.9% 19.8% .284 89 94 4.89 112 0.4
Jake Bloss 69.7 7.0 3.9 1.4 9.7% 17.4% .289 89 95 5.00 112 0.4
Chase Lee 60.3 9.0 2.7 1.2 7.1% 23.8% .287 110 109 3.99 91 0.4
Mason Fluharty 61.3 9.7 3.7 1.2 9.7% 25.5% .278 107 114 4.13 93 0.3
Easton Lucas 74.0 8.0 3.8 1.2 9.6% 20.4% .291 90 91 4.51 111 0.3
Bowden Francis 76.7 7.9 3.1 1.6 8.0% 20.6% .269 91 89 5.04 110 0.3
Anders Tolhurst 65.3 7.0 3.2 1.4 8.1% 18.0% .286 88 93 4.79 113 0.3
Alex Amalfi 70.3 8.1 4.4 1.3 10.9% 20.1% .289 92 97 4.80 108 0.2
Pat Gallagher 68.0 7.1 3.3 1.3 8.4% 18.1% .289 92 94 4.72 109 0.2
Yimi García 39.7 9.5 3.4 1.1 9.0% 25.3% .282 104 96 4.05 96 0.2
Rafael Sanchez 86.0 5.8 2.8 1.5 7.1% 14.5% .297 85 89 4.98 118 0.2
Nic Enright 37.3 8.2 3.1 1.2 8.2% 21.5% .286 104 105 4.21 96 0.1
Ryan Borucki 37.0 9.0 4.1 1.2 10.6% 23.0% .283 103 100 4.62 97 0.1
Ryan Jennings 53.7 9.1 4.0 1.3 10.1% 22.8% .290 94 96 4.77 106 0.1
Nick Sandlin 46.7 9.3 4.2 1.3 11.1% 24.1% .264 100 102 4.66 100 0.1
Joe Mantiply 40.0 7.4 2.3 1.1 5.8% 19.3% .306 99 92 3.96 101 0.1
Hayden Juenger 56.7 7.6 3.8 1.1 9.8% 19.5% .285 96 99 4.50 104 0.1
Nate Garkow 44.3 9.1 4.1 1.2 10.5% 23.7% .280 100 101 4.38 100 0.0
Yondrei Rojas 41.7 8.4 3.5 1.3 8.8% 21.5% .284 98 105 4.60 102 0.0
Dillon Tate 45.0 7.4 3.8 1.0 9.7% 18.9% .286 97 93 4.56 103 0.0
Ryan Watson 80.3 5.5 2.8 1.5 7.2% 14.1% .286 83 84 5.13 121 0.0
Eric Pardinho 38.3 8.5 4.7 1.2 11.5% 20.7% .296 95 99 4.62 105 0.0
Tanner Andrews 38.0 7.8 3.8 1.2 9.5% 19.6% .297 94 93 4.48 106 -0.1
Jorge Alcala 53.3 9.6 4.1 1.5 10.3% 24.6% .283 93 93 4.68 107 -0.1
Ryan Boyer 47.3 7.6 3.0 1.3 7.8% 19.6% .285 93 93 4.73 108 -0.1
Erik Swanson 44.0 8.2 3.5 1.4 8.9% 21.1% .288 94 93 4.64 106 -0.1
Devereaux Harrison 89.3 6.9 4.5 1.5 11.1% 16.8% .290 81 86 5.40 123 -0.1
Michael Dominguez 62.7 7.6 5.2 1.6 12.7% 18.7% .282 80 85 5.67 125 -0.1
Kevin Gowdy 38.0 6.4 4.3 1.2 10.5% 15.7% .288 90 90 5.19 111 -0.2
Chad Green 38.3 7.5 3.1 1.6 7.9% 19.4% .292 91 84 4.96 110 -0.2
Jacob Barnes 36.7 6.4 3.7 1.2 9.3% 16.0% .296 87 79 4.83 115 -0.2
Bobby Milacki 61.3 5.4 3.2 1.5 8.1% 13.7% .286 83 84 5.35 120 -0.2
Grayson Thurman 37.0 6.8 4.1 1.5 10.1% 16.7% .292 87 90 5.22 114 -0.2
Chay Yeager 48.0 7.7 4.1 1.3 10.4% 19.3% .283 87 93 4.98 115 -0.2
Jimmy Burnette 35.7 8.6 5.3 1.0 13.1% 21.3% .283 89 90 4.99 113 -0.2
Geison Urbaez 50.0 5.4 4.7 1.3 11.3% 13.0% .288 79 82 5.64 127 -0.3
Hunter Gregory 54.0 7.5 4.5 1.3 11.2% 18.6% .289 82 86 5.14 122 -0.3
Johnathan Lavallee 34.0 7.7 5.3 1.3 12.7% 18.5% .283 85 88 5.22 118 -0.3
Travis Kuhn 49.0 6.2 4.4 1.1 11.0% 15.6% .283 86 86 5.20 117 -0.3
Conor Larkin 39.0 7.4 4.6 1.4 11.4% 18.2% .281 84 86 5.29 119 -0.4
Justin Kelly 36.7 5.6 3.7 1.5 9.1% 13.9% .288 82 85 5.43 122 -0.4

Pitchers – Top Near-Age Comps

John Gilbert

Player Pit Comp 1 Pit Comp 2 Pit Comp 3
Dylan Cease Rick Sutcliffe Bob Lemon Bartolo Colon
Kevin Gausman Gaylord Perry Dave Stewart Justin Verlander
Chris Bassitt Al Gettel Elmer Singleton Joe Niekro
Louis Varland Adrian Houser Rene Valdes
Shane Bieber Dock Ellis Virgil Barnes Scott Sanderson
Trey Yesavage Dave Morehead Mario Soto Pete Broberg
Cody Ponce Steve Trachsel Jim Clancy Anibal Sanchez
Eric Lauer Dennis Rasmussen Tyler Anderson Kenny Rogers
Max Scherzer Mike Krukow Don Sutton Roger Wolff
José Berríos Brett Tomko Hector Noesi Jeremy Guthrie
Josh Winckowski Joe Ross Jason Davis Teddy Rose
Jeff Hoffman Stan Belinda Brad Brach Jose DeLeon
Grant Rogers Frank Duncan Ricky Knapp Brian Meadows
Angel Bastardo Jason Robbins Ken Crosby Henry Sosa
Robinson Piña Tony Chevez Matt Klinker Willie Blair
CJ Van Eyk Tanner Anderson Drew Rucinski Andrew Carraway
Tyler Rogers Terry Leach Sandy Consuegra Tot Pressnell
Trenton Wallace Eude Brito Kurt Birkins Dan Meyer
Lazaro Estrada Ben Moore Michael Tamburino Greg Beck
Braydon Fisher Ed Bernard Andrew Brown Mychal Givens
Fernando Perez Virgil Vasquez Al Garcia Sam Gaviglio
Ryan Burr Mike Stanton Jumbo Brown John Habyan
Michael Plassmeyer Rick Honeycutt Ryan Carpenter Greg Hibbard
Seranthony Domínguez Cody Allen John Wyatt Dick Radatz
Yariel Rodríguez Daniel Bard John Wyatt Joe Kelly
Tommy Nance Randy St. Claire Mike Marshall Tony Pena
Brendon Little George Cappuzzello J.C. Romero Andrew Chafin
Adam Macko Tony Fossas Andy Carter Don Arlich
Jake Bloss Julio Moreno Jackie Stripling Reynol Mendoza
Chase Lee Cory Wade Trevor Hildenberger Andrew Triggs
Mason Fluharty Eury De La Rosa Taylor Tankersley Gabriel Moya
Easton Lucas Brian Abraham Brent Billingsley Adam Conley
Bowden Francis Johnny Babich Lil Stoner Charles Hudson
Anders Tolhurst Dillon Tate Gabe Ribas Gary Painter
Alex Amalfi Dave Stevens Doug Dent Anastacio Martinez
Pat Gallagher Anthony Bass J.R. Graham Pat Currin
Yimi García Jim Gott Barney Schultz Gene Garber
Rafael Sanchez Joe Cuda Tyler Viza Keegan Yuhl
Nic Enright Randy St. Claire Pete Appleton Jack Aker
Ryan Borucki Lance Painter Andy Hassler Clay Rapada
Ryan Jennings Jhonny Nunez Preston Claiborne Jimmy Daspit
Nick Sandlin Bobby Thigpen Ed Bauta Rich Garces
Joe Mantiply Mike Jeffcoat Joe Shaute Lee Guetterman
Hayden Juenger Paul Cave Austin House Mike Dupree
Nate Garkow Chris Perez Dan Naulty Juan Salas
Yondrei Rojas David Hansen Ron Kaufman Darwin Soto
Dillon Tate Ryan Mattheus Rob Marquez Dave Wainhouse
Ryan Watson Mike McCarthy Mike Connolly Justin Topa
Eric Pardinho Jerry Quigley Pete Bauer Jesse Simpson
Tanner Andrews Jack Lazorko Justin James Ryan Kussmaul
Jorge Alcala Wes Gardner J.J. Hoover Dennis Higgins
Ryan Boyer Brian Edmondson Milo Candini Kenn Kasparek
Erik Swanson T.J. Mathews Bill Dawley Blas Minor
Devereaux Harrison Michael Peoples Mike Romano Craig Schlitter
Michael Dominguez Mike Frew Ian Dickson Heri Quevedo
Kevin Gowdy Don Bright Michael Young Ryan Hancock
Chad Green Scott Linebrink Chad Qualls Lindy McDaniel
Jacob Barnes Rick White Blaine Boyer Gale Pringle
Bobby Milacki Stephen Perakslis Tony Welzer Kenn Kasparek
Grayson Thurman Jeff Williams Angel Aragon Paul Thorp
Chay Yeager Sam Bragg Dave Cooper Justin Backsmeyer
Jimmy Burnette Sean Runyan Matt Bullinger Chris Marchok
Geison Urbaez Kyle McMyne John Berringer Shane Arthurs
Hunter Gregory Greg Talamantez Chris Haslock Julio De La Cruz
Johnathan Lavallee Mike Farr Kevin Cave Jeremy Schmidt
Travis Kuhn Carroll Sembera Frank Bolick Bobby Cassevah
Conor Larkin Kris Harvey Chris Squires Kevin Meistickle
Justin Kelly Josh Neitz Brent Husted Bryan Manicchia

Pitchers – Splits and Percentiles
Player BA vs. L OBP vs. L SLG vs. L BA vs. R OBP vs. R SLG vs. R 80th WAR 20th WAR 80th ERA 20th ERA
Dylan Cease .229 .310 .386 .210 .279 .343 4.0 1.3 3.04 4.42
Kevin Gausman .229 .287 .382 .254 .300 .416 3.6 1.4 3.17 4.39
Chris Bassitt .253 .333 .449 .243 .307 .372 2.8 0.8 3.44 4.79
Louis Varland .239 .294 .388 .234 .290 .381 2.5 0.8 3.10 4.37
Shane Bieber .243 .294 .402 .243 .281 .395 2.4 1.0 3.13 4.31
Trey Yesavage .206 .300 .332 .232 .303 .391 2.4 0.5 3.39 4.72
Cody Ponce .246 .310 .428 .237 .294 .397 2.3 0.5 3.64 4.86
Eric Lauer .257 .319 .438 .243 .305 .425 1.8 0.2 3.70 4.99
Max Scherzer .267 .333 .487 .222 .262 .398 1.7 0.3 3.59 5.12
José Berríos .258 .330 .463 .258 .307 .430 1.6 0.1 4.07 5.15
Josh Winckowski .260 .321 .413 .247 .300 .402 1.3 0.2 3.57 4.85
Jeff Hoffman .206 .298 .355 .216 .292 .379 1.6 -0.1 2.47 4.68
Grant Rogers .277 .341 .477 .259 .304 .404 1.3 -0.1 4.34 5.31
Angel Bastardo .241 .327 .431 .253 .332 .410 1.2 0.1 3.93 5.00
Robinson Piña .270 .341 .474 .247 .307 .397 1.2 0.0 3.94 5.13
CJ Van Eyk .263 .333 .415 .259 .332 .434 1.1 -0.1 4.29 5.25
Tyler Rogers .254 .306 .395 .248 .297 .387 1.0 0.0 3.14 4.58
Trenton Wallace .212 .306 .353 .253 .346 .430 1.0 -0.1 3.89 5.24
Lazaro Estrada .244 .317 .415 .262 .314 .455 1.3 -0.1 3.99 5.30
Braydon Fisher .208 .319 .337 .222 .303 .381 1.0 -0.2 3.07 4.56
Fernando Perez .274 .339 .477 .252 .297 .410 1.0 -0.3 4.37 5.46
Ryan Burr .238 .314 .413 .218 .271 .333 0.8 0.0 2.59 4.57
Michael Plassmeyer .224 .288 .364 .269 .335 .469 1.0 -0.3 4.25 5.50
Seranthony Domínguez .247 .342 .443 .195 .287 .336 1.1 -0.4 2.87 5.09
Yariel Rodríguez .238 .349 .421 .227 .308 .373 1.0 -0.2 3.66 4.96
Tommy Nance .222 .292 .383 .263 .320 .412 0.9 -0.1 2.95 4.97
Brendon Little .195 .304 .264 .236 .341 .399 1.1 -0.4 3.04 4.75
Adam Macko .247 .336 .441 .248 .335 .416 0.9 -0.2 4.26 5.37
Jake Bloss .281 .354 .469 .238 .310 .411 0.8 -0.1 4.28 5.32
Chase Lee .253 .337 .451 .225 .275 .359 0.9 -0.2 3.15 4.79
Mason Fluharty .209 .284 .363 .234 .323 .390 0.8 -0.4 3.33 4.87
Easton Lucas .234 .318 .340 .253 .326 .439 0.8 -0.3 4.23 5.49
Bowden Francis .259 .335 .455 .232 .299 .430 0.8 -0.3 4.15 5.40
Anders Tolhurst .250 .317 .461 .260 .324 .405 0.7 -0.2 4.22 5.38
Alex Amalfi .258 .343 .450 .236 .324 .382 0.7 -0.3 4.15 5.20
Pat Gallagher .262 .338 .413 .248 .308 .434 0.6 -0.4 4.13 5.39
Yimi García .238 .333 .460 .218 .289 .333 0.6 -0.2 3.21 5.36
Rafael Sanchez .265 .324 .419 .284 .329 .497 0.7 -0.3 4.54 5.55
Nic Enright .246 .303 .393 .241 .312 .422 0.5 -0.3 3.45 5.03
Ryan Borucki .188 .304 .271 .261 .349 .478 0.5 -0.3 3.44 5.11
Ryan Jennings .247 .345 .412 .232 .320 .411 0.6 -0.4 3.83 5.35
Nick Sandlin .240 .337 .440 .219 .315 .385 0.7 -0.4 3.48 5.23
Joe Mantiply .233 .281 .333 .275 .318 .471 0.4 -0.2 3.55 5.28
Hayden Juenger .223 .319 .359 .263 .328 .432 0.5 -0.3 3.96 5.03
Nate Garkow .232 .323 .378 .233 .316 .419 0.4 -0.5 3.63 5.20
Yondrei Rojas .225 .313 .366 .253 .330 .451 0.3 -0.3 3.68 4.88
Dillon Tate .261 .370 .435 .238 .314 .371 0.3 -0.4 3.87 5.16
Ryan Watson .281 .339 .477 .259 .316 .441 0.5 -0.5 4.63 5.68
Eric Pardinho .264 .354 .389 .225 .315 .425 0.3 -0.3 3.96 4.98
Tanner Andrews .262 .342 .431 .244 .313 .407 0.3 -0.4 3.81 5.39
Jorge Alcala .242 .337 .462 .230 .307 .398 0.3 -0.7 3.89 5.68
Ryan Boyer .267 .344 .442 .237 .312 .412 0.3 -0.5 3.82 5.34
Erik Swanson .265 .337 .494 .239 .306 .386 0.3 -0.5 3.76 5.40
Devereaux Harrison .278 .360 .477 .247 .332 .429 0.4 -0.8 4.78 5.92
Michael Dominguez .270 .374 .505 .239 .340 .403 0.3 -0.7 4.75 6.06
Kevin Gowdy .279 .380 .500 .238 .323 .357 0.1 -0.5 4.34 5.50
Chad Green .269 .338 .493 .256 .309 .442 0.1 -0.6 4.00 5.77
Jacob Barnes .258 .352 .419 .271 .323 .447 0.0 -0.6 4.28 5.89
Bobby Milacki .250 .320 .411 .289 .353 .496 0.2 -0.6 4.62 5.78
Grayson Thurman .279 .364 .471 .247 .319 .432 0.0 -0.5 4.30 5.51
Chay Yeager .242 .343 .407 .250 .330 .427 0.1 -0.6 4.25 5.46
Jimmy Burnette .204 .339 .306 .250 .368 .432 0.0 -0.6 4.19 5.55
Geison Urbaez .250 .337 .466 .283 .383 .416 0.0 -0.7 4.88 6.00
Hunter Gregory .248 .358 .386 .261 .336 .468 0.1 -0.7 4.59 5.94
Johnathan Lavallee .266 .373 .422 .232 .325 .435 -0.1 -0.7 4.50 5.89
Travis Kuhn .272 .362 .444 .243 .346 .387 0.0 -0.7 4.43 5.68
Conor Larkin .265 .367 .485 .238 .330 .393 -0.1 -0.8 4.54 5.96
Justin Kelly .258 .338 .439 .280 .348 .476 -0.2 -0.6 4.69 5.86

Players are listed with their most recent teams wherever possible. This includes players who are unsigned or have retired, players who will miss 2026 due to injury, and players who were released in 2025. So yes, if you see Joe Schmoe, who quit baseball back in August to form a Ambient Math-Rock Trip-Hop Yacht Metal band that only performs in abandoned malls, he’s still listed here intentionally. ZiPS is assuming a league with an ERA of 4.16.

Hitters are ranked by zWAR, which is to say, WAR values as calculated by me, Dan Szymborski, whose surname is spelled with a z. WAR values might differ slightly from those that appear in the full release of ZiPS. Finally, I will advise anyone against — and might karate chop anyone guilty of — merely adding up WAR totals on a depth chart to produce projected team WAR. It is important to remember that ZiPS is agnostic about playing time, and has no information about, for example, how quickly a team will call up a prospect or what veteran has fallen into disfavor.

As always, incorrect projections are either caused by misinformation, a non-pragmatic reality, or by the skillful sabotage of our friend and former editor. You can, however, still get mad at me on Twitter or on BlueSky. This last is, however, not an actual requirement.


2026 ZiPS Projections: Houston Astros

For the 22nd consecutive season, the ZiPS projection system is unleashing a full set of prognostications. For more information on the ZiPS projections, please consult this year’s introduction, as well as MLB’s glossary entry. The team order is selected by lot, and the next team up is the Houston Astros.

Batters

For the first time since 2016, the Houston Astros missed the playoffs. Now, it would be a mistake to call the 2025 season a disaster, as they were just barely squeezed out of October baseball by virtue of an awful idea that I hate with every fiber of my being: the tiebreaker. Still, it’s an unhappy milestone for this era’s Astros, especially coming after the departure of two of the team’s key players, Kyle Tucker and Alex Bregman, before Opening Day. The prospect of losing Framber Valdez after the season makes the early elimination feel even worse.

One of the main reasons Houston missed the playoffs is simply that it’s really hard to make up for shedding Tucker and Bregman in a single winter. Add in Yordan Alvarez’s season being ruined due to hand problems, and you’re talking quite a few wins that suddenly went poof! into the aether. As a result, the Astros fell to 12th in position player WAR, the first time they’ve been that low over a full season since 2014. Read the rest of this entry »


Job Posting: Prep Baseball – Multiple Openings

Prep Baseball Roles

  • Data Operations Engineer (Full-time)
  • Data Engineering Intern (40 hours, paid)
  • Baseball Analytics Intern (40 hours, paid)

Instructions on how to apply below each role:

About Prep Baseball:
Since its inception in 2005, Prep Baseball has evolved into one of the country’s biggest and most respected independent scouting services, with a singular focus of providing comprehensive year-round coverage in every state we are in. The mission of Prep Baseball is to scout and promote amateur baseball and, ultimately, help athletes achieve their dreams of playing baseball at the next level. With more than 150 scouts, we have the largest baseball scouting infrastructure across all levels of amateur baseball in the country.

Prep Baseball is the No. 1 resource for amateur baseball data in each region we cover. We achieve this by running high-quality events with the best players in each location, supported by our boots-on-the-ground scouting staff and multimedia platforms. Our goal is to become the authoritative voice on the ground level of each region.

The Data Operations team is responsible for ingesting data from trackman radars, blast motion bat sensors, VALD timing gates, as well as building internal and publicly facing data products around amateur baseball showcases and tournaments. The team is also responsible for data quality, data analysis, and data visualizations of baseball data. Through these roles, will impact our future initiatives, app development and data analytics.

This team sits at the intersection of event operations, analytics, and product. The team owns the systems and processes that transform raw, on-field data into trusted datasets used across the organization. This includes ensuring data accuracy at scale, supporting time-sensitive workflows during the season, and enabling long-term player analysis across multiple years and events.


Data Operations Engineer (remote)

About the Role
The Data Operations Engineer is responsible for designing, maintaining, and improving the data pipelines and workflows that power Prep Baseball’s analytics ecosystem. This role focuses on operational reliability, data quality, and scalability in a high-volume, event-driven environment.

Roles & Responsibilities

  • Design, build, and maintain data pipelines that ingest and process data from Prep Baseball events, including radar, sensor, and scouting inputs.
  • Own data quality, accuracy, and reliability for datasets used across internal tools and public-facing products.
  • Develop and maintain data models that support longitudinal player tracking across events, regions, and seasons.
  • Partner with scouting, operations, analytics, and product teams to translate real-world workflows into durable data solutions.
  • Implement data validation, monitoring, and alerting to proactively identify and resolve data issues.
  • Optimize ingestion and transformation workflows to handle high event volume and seasonal spikes.
  • Support near-real-time and post-event data availability to meet operational and analytical needs.
  • Maintain clear documentation and data definitions to ensure datasets are accessible and well-understood.
  • Manage schema changes, historical backfills, and system improvements without disrupting existing workflows.
  • Support the integration of new testing technologies, sensors, and event formats into the data ecosystem.
  • Contribute to long-term planning and evolution of Prep Baseball’s data operations infrastructure.

Qualifications

  • Experience working in a data operations, data engineering, or analytics engineering role.
  • Strong proficiency in SQL and experience working with relational databases.
  • Experience building, maintaining, or supporting data pipelines in a production environment.
  • Hands-on experience working with cloud-based data infrastructure, preferably on AWS.
  • Familiarity with AWS services commonly used in data workflows, such as S3, RDS, Redshift, and Lambda.
  • Experience using AWS Lambda or similar serverless tools to support data ingestion, transformation, or automation tasks.

How to apply. Email mcgowan@prepbaseball.com with the subject your full name – Data Operations Engineer. In the email, please include:

  • Resume
  • Cover Letter
  • Answer the following questions:
    1. What makes you interested in working at Prep Baseball?
    2. How would you design a schema for players and events?
    3. Describe a data system or pipeline you’ve built that you’re most proud of. What problem was it solving, and why does it stand out to you?


Data Operations Intern (Backend Data Engineering)

Prep Baseball | Remote

About the Role

The Data Operations Intern will support the backend data engineering systems that power Prep Baseball’s analytics and data products. This role is focused on building and maintaining data pipelines, improving data reliability, and supporting production workflows in a high-volume, event-driven environment.
This internship is designed for candidates who are interested in backend engineering and data infrastructure, not data science or statistical modeling. Interns will work closely with Data Operations Engineers to gain hands-on experience with real production systems, including cloud-based workflows on AWS. High-performing interns may be considered for future full-time roles within Data Operations.

Roles & Responsibilities

  • Assist with building and maintaining backend data pipelines that ingest and process data from Prep Baseball events.
  • Support data ingestion workflows for radar, sensor, and scouting data collected in live event environments.
  • Help implement data validation, error handling, and basic monitoring to improve pipeline reliability.
  • Assist with maintaining and updating relational databases used by internal tools and public-facing products.
  • Support schema updates, data backfills, and pipeline improvements under guidance from senior engineers.
  • Assist with backend automation tasks using AWS services such as S3 and Lambda.
  • Help test and deploy small updates to cloud-based data workflows.
  • Document data workflows, schemas, and system behavior.
  • Participate in debugging and resolving data pipeline issues alongside Data Operations Engineers.
  • Learn best practices for building reliable backend systems in a cloud environment.

Qualifications

  • Strong interest in backend engineering, data infrastructure, or data engineering.
  • Currently pursuing or recently completed coursework in computer science, software engineering, or a related field.
  • Experience writing code in at least one backend-oriented programming language (e.g., Python, Java, or similar).
  • Familiarity with SQL and relational databases.
  • Basic understanding of how data flows through backend systems (pipelines, batch jobs, APIs).
  • Exposure to cloud concepts or AWS services (coursework, labs, or personal projects is sufficient).
  • Interest in learning how AWS Lambda and other serverless tools are used in production data systems.
  • Comfort working with evolving data structures and imperfect inputs.
  • Ability to communicate clearly and collaborate in a remote team environment.
  • Interest in baseball or sports technology is a plus, but not required.

How to apply. Email mcgowan@prepbaseball.com with the subject your “full name – Backend Engineering Internship”. In the email, please include:

  • Resume
  • Cover Letter
  • Answer the following questions:
    1. What interests you about working at Prep Baseball
    2. What interests you about backend engineering, and how does it differ from data analysis or analytics work in your mind?
    3. When working with data, which type of work do you enjoy more and why:
      • Building systems that move, store, and validate data
      • Or analyzing data to find patterns and insights?


Baseball Analytics Intern (remote)

About the Role
The Analytics Internship will work on applied research and exploratory data projects using real-world amateur baseball data. This role is designed for individuals interested in using data to ask better baseball questions, evaluate performance, and improve how players are measured and understood.
Interns will contribute to research-oriented initiatives while gaining exposure to production data workflows. High-performing interns may be considered for future full-time roles within the Data Operations team.

Roles & Responsibilities

  • Explore and analyze large-scale amateur baseball datasets collected from Prep Baseball events, including performance testing, sensor data, and scouting inputs.
  • Support research and development projects focused on evaluating metrics, testing assumptions, and identifying meaningful performance indicators.
  • Assist in cleaning, validating, and preparing event data for analysis and research use.
  • Perform exploratory data analysis to identify trends, distributions, outliers, and sources of variability across events and regions.
  • Help assess the reliability and consistency of measurements collected in live event environments.
  • Collaborate with Data Operations, media, and scouting stakeholders to frame research questions grounded in applicable scouting and recruiting use cases.
  • Create clear summaries, visualizations, or written explanations of findings.
  • Assist with documentation of metrics, methodologies, and assumptions used in research projects.
  • Contribute to experimentation around new data sources, testing technologies, or evaluation approaches.

Qualifications

  • Strong interest in baseball analytics, data science, or applied research.
  • Currently pursuing or recently completed coursework in statistics, data science, computer science, engineering, or a related field.
  • Experience performing exploratory data analysis on real datasets (coursework, research, or personal projects).
  • Familiarity with statistical concepts such as distributions, variability, correlations, and basic modeling.

How to apply. Email mcgowan@prepbaseball.com with the subject your “full name – Baseball Analytics internship”. In the email, please include:

  • Resume
  • Cover Letter
  • Answer the following questions:
    1. What interests you about working at Prep Baseball, and how do you think data can improve how amateur players are evaluated and supported?
    2. Talk about some trends or interesting research you have seen in the public space that excites you. How would you start exploring it?
    3. What is one baseball question you’ve explored and researched? Describe your approach.

The content in this posting was created and provided solely by Prep Baseball.


JAWS and the 2026 Hall of Fame Ballot: Rick Porcello

Brian Fluharty-USA TODAY Sports

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2026 Hall of Fame ballot. For a detailed introduction to this year’s ballot, and other candidates in the series, use the tool above; an introduction to JAWS can be found here. For a tentative schedule, see here. All WAR figures refer to the Baseball Reference version unless otherwise indicated.

2026 BBWAA Candidate: Rick Porcello
Pitcher Career WAR Peak WAR Adj. S-JAWS W-L SO ERA ERA+
Rick Porcello 18.8 18.3 18.6 150-125 1,561 4.40 99
Source: Baseball-Reference

He was a first-round draft pick, and a rotation regular at age 20. By the time he turned 30, he had won both a Cy Young Award and a World Series ring while helping his teams reach the playoffs six times. On the heels of emerging as the best high school pitching prospect in the country, Rick Porcello packed all of that into a 14-season span, with 12 of those seasons spent in the majors with the Tigers, Red Sox, and Mets. He endured a fair share of growing pains and wild performance swings along the way, threw his last pitch at age 31, and didn’t put up numbers that will keep him on the Hall of Fame ballot. But within that comparatively short timespan, Porcello checked a few pretty impressive boxes.

Frederick Alfred Porcello III was born on December 27, 1988 in Morristown, New Jersey, the second of three children of Fred and Patricia Porcello. Fred worked as a civil engineer, founding his own firm in 1994. Baseball was in Rick’s bloodlines, as Patricia’s father Sam Dente spent parts of nine seasons in the majors (1947–55) as an infielder with six American League teams; he had his best season (79 OPS+, 1.2 WAR) with Cleveland’s AL pennant-winning 1954 squad, and played in three games in that World Series. Rick’s older brother Zack pitched for Lehigh University and the New Jersey Institute of Technology, and later became an assistant coach at Seton Hall University, while his younger brother Jake was drafted by the Tigers out of high school in the 48th round in 2009, and pitched at NJIT as well. Read the rest of this entry »