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Community Research Project

I have a Community Research Participation Project for you. New York Mets prospects Cesar Puello and Aderlin Rodriguez got me thinking about the topic of plate discipline again. I did a study for myself about this several years ago, but I don't have time right now to revise the data. It occurred to me that this could be a prototype for a new feature I am considering for 2012, the "Community Research Project."

Cesar Puello had a 18/103 BB/K ratio last year for High-A St. Lucie. He drew walks in 3.7% of his plate appearances and struck out 21.1% of the time. Aderlin Rodriguez had a 29/106 BB/K ratio for Low-A Savannah. He drew walks in 5.2% of his plate appearances and struck out 19% of the time. These are very poor numbers.

Both players are, in theory, young enough to improve that substantially. But how often does a guy with poor plate discipline at the lower levels really improve? How often does that really happen?

What I'd like to do is find out how many currently successful major league players had such horrible plate discipline in the low minors, but were able to overcome it and become productive major leaguers. There are a ton of variables here. . .age relative to league at the time, position of the player, whether they hit left or right, amateur origin, etc. There are all kinds of ways to approach this. One suggestion would be to take everyone over a certain 2011 season WAR (say 3.0 and above) and see what their walk and strikeout rates looked like in A-ball.

This is not a ground-breaking idea and other people have studied this in great detail. Normally I would just do the research myself and write up a nice article, but I'm behind the 8-ball right now with the top 20 lists and the book and don't have time to do this right for at least a couple of weeks. However, I think the topic is very interesting and want to discuss it now, so I'm throwing this in your court.

The question for discussion: what major league players had plate discipline in A-ball that approached how badly Cesar Puello (3.7% walks, 21% Ks) was last year?

Matt Kemp, for example, showed pretty bad plate discipline early in his career, with a 28/112 BB/K ratio in A-ball in 2004, for example (5.6% walks, 22.4% Ks). Of course he also hit .293/.337/.504 that year, and his walk rate was a lot higher than Puello's. How many guys actually do what Kemp has done?

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The late Greg Halman.

He still had a little ways to go but he was showing improvement, and it was known he was working very hard.

He had a good chance to become productive at the very least.

by tarheels24 on Dec 28, 2025 12:04 PM EST reply actions  

Does Robinson Cano qualify?

29BB/78K in A ball, 276Avg, 321 OBP

http://www.baseball-reference.com/minors/player.cgi?id=cano—001rob

I'm not impressed by your performance......

by closetasfan on Dec 28, 2025 12:08 PM EST reply actions  

I think he's on the edge

A 16.4% strikeout and a 6.1% walk rate isn’t that bad

by BigBlack on Dec 28, 2025 12:24 PM EST up reply actions  

Sammy Sosa

Sammy Sosa had 33 BB to 150 K in his first year in the majors. He eventually improved that to a high of 116 BB in a season. He also had 22 BB to 123 K as an 18 year old in A ball.

Big Sexy

Follow KBR and Dewey on Twitter! @KBRandDewey

by King Billy Royal on Dec 28, 2025 12:25 PM EST reply actions  

Was gonna mention him

He’s a good example for the toolsy Latin American player but it really doesn’t happen that often.

Jose Reyes had 18 walks in 435 PA as an 18 y/o in the Sally but he hit the ball into the gap for triples, doubles and made a lot of contact only striking-out 71 times. The year after that he doubled his walks so.

XandyMan Coming for you!!!!1

by DominicanDandy on Dec 28, 2025 12:48 PM EST up reply actions  

right.

Right. He kept the strikeouts low even when he wasn’t walking much.

by John Sickels on Dec 28, 2025 1:23 PM EST up reply actions  

sounds interesting

Are you just looking for us to throw a name or two out at a time and compile a list, or are you looking for something more systematic?

I’m more of an analytical writer type than a number-cruncher type, but I’ll pitch in what I can.

by mrkupe on Dec 28, 2025 12:33 PM EST reply actions  

names

I’m not looking for anything super-analytical at this stage. I don’t have time to dealve into it until the book is done, but I figured throwing some examples out there would be useful.

If someone wants to do a big study that would be cool of course.

by John Sickels on Dec 28, 2025 1:22 PM EST up reply actions  

Larger Study

Right now I am thinking of splitting the tables up based on league. For example I’ll have one table for LoA, HiA, AA, & AAA. In each table I plan on posting their age, plate appearances, bb%, k%, bb/k in that given year in the minors and then posting their career MLB totals in bb%, k%, bb/k, the change in BB/K from the minors to majors, WAR, and their 2011 WAR.

Any suggestions on changes or additions to make to this?

The Gangs of Gotham | @NickPugs97

by Pelferized on Dec 28, 2025 1:30 PM EST up reply actions  

i would suggest

to use wRC+ instead of WAR

that way you wouldn’t have to worry about positional adjustments, defensive value, or replacements due to injury

but i would preface this by saying that it’s because i want to simply measure major league hitting ability with an inability to walk in the minors. i think adding the other stuff would just muddy the picture, and i think it makes sense to let people make their own adjustments for prospect valuation if the prospect is a SS as opposed to a LF etc.

the key to me is trying to figure out how the bat itself specifically transitions to the majors

by blue bulldog on Dec 28, 2025 4:18 PM EST up reply actions  

I added wRC+ to the table.

I made my cutoff 150 PA at the level in the minors. To low? or is that a decent enough sample size for this project.
This is a preview of what it is looking like.

Anyone have any other suggestions or changes to make?

The Gangs of Gotham | @NickPugs97

by Pelferized on Dec 28, 2025 9:35 PM EST up reply actions   3 recs

Great Work!

Better to have too much information than not enough. You can always filter for higher PA later.

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by rwperu34 on Dec 28, 2025 11:41 PM EST up reply actions  

+1

data like this would be phenomenal to conduct studies with

great work

by blue bulldog on Dec 29, 2025 1:58 AM EST up reply actions  

John,

just to let you know I did a study a while ago about what minor league stat translated to major league wRC+ the best. The best was BB%, then BB/K, then minor league wRC+. Thats pretty strange, plate discipline correlates more to major league wRC+ than minor league wRC+.

by Bososx13 on Dec 28, 2025 12:47 PM EST reply actions   3 recs

What were the R-squared values? Were they statistically significant?

"We are all agreed that your theory is crazy. The question that divides us is whether it is crazy enough to have a chance of being correct."
- Niels Bohr

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by Frag on Dec 28, 2025 1:53 PM EST up reply actions  

they weren't very high at all

because it’s very hard to project major league performance. And I don’t have the data with me right now, but it was like .10 for BB% .9 for BB/K, .5 for wRC+, everything else was at 0. I expected ISO or SPD to be significant, but I guess not.

by Bososx13 on Dec 28, 2025 2:04 PM EST up reply actions  

I’m assuming you mean .05 for wRC+.

"We are all agreed that your theory is crazy. The question that divides us is whether it is crazy enough to have a chance of being correct."
- Niels Bohr

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by Frag on Dec 28, 2025 2:24 PM EST up reply actions  

And .09 for BB/K.

"We are all agreed that your theory is crazy. The question that divides us is whether it is crazy enough to have a chance of being correct."
- Niels Bohr

Sorry, unauthorized hotlinking of copyrighted material not permitted.

by Frag on Dec 28, 2025 2:24 PM EST up reply actions  

I suppose the question with players like Sosa and Kemp is

Did they really improve their “plate discipline” or did pitchers simply stop throwing them strikes (start nibbling) once they became productive middle of the order sluggers? I suppose that in Kemp’s case you can actually look at his Pitch F/X data to see how his percentage of out-the-strike-zone pitches has changed over the course of his MLB career.

by reillocity on Dec 28, 2025 1:03 PM EST reply actions   2 recs

+1

Yep. Chicken/egg thing there.

by John Sickels on Dec 28, 2025 1:23 PM EST up reply actions  

might mean you need to add a third variable

Like ISO, which should reflect the potential to be a power bat that is “feared” and pitched to more carefully.

by cookiedabookie on Dec 28, 2025 2:01 PM EST up reply actions  

I had always been skeptical of this

that better hitters get pitched to less, but it actually exists. I found out the % of pitches thrown in the zone from zone% on fangraphs, then i adjusted for if they swing out of the zone a lot because pitchers are more likely to throw out of the zone to someone who will swing at it, then I found deviations from the mean of that, and IBB%. I took the average deviations from the mean and the R value was .63 for wRC+ .50 for ISO. I think pitchers don’t so much pitch around power hitters, but overall good hitters. Power dosen’t make a hitter more feared than an overall good hitter.

by Bososx13 on Dec 28, 2025 2:11 PM EST up reply actions  

I buy this.

It is more about the quality of the bat than the power of the bat, particularly so in the context of who is on deck. I wonder about when the concept of pitching around a good hitter began to take root. You’d think that the good hitters of the first half of the 1900s probably saw more strikes (relative to league averages of the time) than the good hitters of the second half of the 1900s, but this would be hard if not impossible to quantify.

by reillocity on Dec 29, 2025 12:59 AM EST up reply actions  

I've noticed that Kemp will often just throw the bat head at pitches on the lower, outer portion of the plate

And make solid contact going the other way. I think it’s the adjustment that turned him from a power hitter that struck out a lot, into the star he is now.

"When you find your way. Then you see it disappear."

by padmadfan on Dec 29, 2025 12:38 AM EST up reply actions  

Curtis Granderson

Was going to mention him as a candidate, but he actually had decent BB% even in the low minors (8-9%), with K% around 20-25%. The walk rate has since jumped to 10-11%.

by dbreer23 on Dec 28, 2025 1:49 PM EST reply actions  

Nelson Cruz

BB%/K% per year/level

2002 (A-): 3.9/25.0
2003 (A): 5.6/24.9
2004 (A+-AA-AAA): 8.6/25.1
2005 (AA-AAA): 11.5/25.0
2006 (AAA): 9.9/23.6

Nice steady jumps in BB% from 2002 (age 21) through 2005 (age 24), settling in around 10% into the bigs. By 2007 he got more ABs in MLB than in the minors.

by dbreer23 on Dec 28, 2025 2:02 PM EST reply actions  

Forgot 2008

He spent most of the year in AAA, albeit as a 27 y.o.: 12.5/19.4

by dbreer23 on Dec 28, 2025 2:05 PM EST up reply actions  

Good example

the guy has worked his behind off to be a big leaguer.

XandyMan Coming for you!!!!1

by DominicanDandy on Dec 28, 2025 3:54 PM EST up reply actions  

I think it's different for young players

I remember looking at this for teenagers in A ball, guys like Puello and Rodriguez, and at that stage walk rates had very little correlation even with future walk rates. I believe the studies showing strong correlations are due to higher levels and/or players 21 or older.

I looked at it from the other direction though. That is, just grab some old years of SAL data, sort by age to pick out the players 20 and under, and compare the high walk and low walk groups.

by acerimusdux on Dec 28, 2025 2:06 PM EST reply actions  

for example

This is using player 19 and under in the SAL per B-Ref ages (age as of 6/30), with over 100 PA.

2005
BB/PA
15.44% Travis Denker
13.69% Marcus Sanders
12.32% Mitch Einertson
10.81% Edgardo Baez
9.53% Brad Harman
9.33% Mike Carp
8.45% Tim Battle
7.71% Marcos Vechionacci
7.60% Francisco Hernandez
7.16% Chris Nelson
6.51% Blake DeWitt
6.45% Charlie Fermaint
6.36% Greg Golson
6.35% Angel Salome
5.94% Carlos Gomez
5.26% Juan Apodaca
5.19% Jon Poterson
4.06% Ian Desmond
3.86% Neil Walker
3.56% Alcides Escobar

Walk rate obviously wasn’t the most important thing, as the three worst walk rates are all in the majors. Now, try sorting the same group by extra bases per strikeout (TB-H)/SO.

1.24 Angel Salome
1.13 Travis Denker
1.03 Neil Walker
0.89 Blake DeWitt
0.81 Juan Apodaca
0.74 Mike Carp
0.65 Brad Harman
0.58 Marcos Vechionacci
0.56 Charlie Fermaint
0.56 Carlos Gomez
0.53 Tim Battle
0.52 Alcides Escobar
0.52 Edgardo Baez
0.48 Francisco Hernandez
0.47 Marcus Sanders
0.44 Greg Golson
0.43 Ian Desmond
0.42 Mitch Einertson
0.32 Jon Poterson
0.32 Chris Nelson

The best bats will have a strong tendency to show up near the top in this measure, and anything under 0.6 is usually a red flag.

Going back a few more years, sorting by XB/SO:
2004
BB/PA XB/SO
11.36% 1.24 Ian Stewart
5.76% 1.19 Lastings Milledge
2.09% 1.03 Tony Abreu
9.17% 0.93 Delmon Young
5.24% 0.89 Matt Kemp
10.90% 0.78 Nate Spears
9.29% 0.64 Jarrod Saltalamacchia
6.99% 0.63 Robert Valido
8.67% 0.60 Shawn Bowman
12.18% 0.54 Mickey Hall*
6.22% 0.53 Jonathan Herrera
10.21% 0.52 Xavier Paul
5.07% 0.49 Micah Schnurstein
8.80% 0.45 Edgardo Baez
9.45% 0.38 Travis Schlichting
7.39% 0.35 Jai Miller
9.37% 0.33 Xavier Arroyo
2.81% 0.30 Cole Seifrig
4.33% 0.29 Russ Mitchell
12.82% 0.13 Juan Valdes

2003
BB/PA XB/SO
5.29% 1.26 Jeff Francoeur
5.30% 1.00 Brian McCann
3.21% 0.78 Frank Diaz
6.90% 0.74 Hanley Ramirez
12.58% 0.69 B.J. Upton
8.57% 0.66 Chad Spann
5.24% 0.61 Jason Pridie
3.93% 0.60 Joel Guzman
12.16% 0.60 Wes Bankston
6.17% 0.57 Roger Bernadina*
5.95% 0.53 Pedro Lopez
14.29% 0.51 Jeremy Hermida
7.63% 0.49 Carlos Guzman
8.84% 0.38 Arturo Rivas
10.11% 0.35 Elijah Dukes
7.62% 0.33 Mike Nixon
7.67% 0.32 Hector Perozo
6.30% 0.29 Luis Hernandez
7.57% 0.25 David Corrente
8.22% 0.25 Carlos Rodriguez
9.70% 0.21 Robert Andino
14.22% 0.20 Travis Ishikawa*
20.11% 0.12 Elliot Johnson

Basically, I think walk rates get hugely over-rated for teenagers in A ball, whereas strikeout rates are important, but only when looked at relative to extra-base power.

by acerimusdux on Dec 28, 2025 2:55 PM EST up reply actions  

Interesting

Also, thanks for reminding me of Angel Salome. I really liked him back in 2008, still only 26, so maybe has a chance to be a productive back-up.

by cookiedabookie on Dec 28, 2025 3:45 PM EST up reply actions  

Walk rates get muddied by pitchers who can't throw strikes.

Where strikeouts record swinging misses, which I think is the key. It’s contact ability. I think you either have it or you don’t.

"When you find your way. Then you see it disappear."

by padmadfan on Dec 29, 2025 12:42 AM EST up reply actions  

For young players

I think young players who can make good contact, can learn to foul off the tough pitches. And when they learn that, the walks will increase. But if you aren’t making much contact, you aren’t getting enough feedback to improve pitch recognition. When you miss completely, sometimes you don’t even know why; were you high, low, early, etc.

by acerimusdux on Dec 29, 2025 5:14 PM EST up reply actions  

I only have

my minor league stats back to 2006 on this computer, so players that were in Low A or lower between 2006 and 2011 that had a 6% or less walk rate, 18% and more K rate and are major leaguers:

J.P. Arencibia
Wilson Ramos
Josh Bell
Jesus Flores
Jon Jay
Tyler Colvin
Jimmy Paredes
Russ Mitchell
Warner Madrigal
Juan Francisco
Brandon Allen
Matt Tuiasosopo
Carlos Peguero
Chris Davis

prospects included:

Wilin Rosario
Gary Sanchez
Devin Mesoraco
Xavier Avery
Cesar Puello
Francisco Peguero
Reymond Fuentes
Chris Owings
Starling Marte
Francisco Martinez
Eduardo Escobar
Engel Beltre
Yorman Rodriguez
Sebastian Valle
Max Stassi
Thomas Neal
Johermyn Chavez
Bobby Borchering
Jiwan James
Fernando Martinez
Charlie Culberson
Brandon Short
Avisail Garcia
Trayce Thompson
Marcell Ozuna
Oswaldo Arcia
Aderlin Rodriguez
Hector Gomez
Oscar Tejeda
Tommy Joseph
Aaron Altherr
Will Middlebrooks
Randal Grichuk
Christian Bethancourt
James Baldwin
Alex Lavisky
Ty Morrison
Chris Valaika
Ramon Morla
Adrian Cardenas
Chris Dominguez
Leury Garcia
Cheslor Cuthbert
Jeremy Moore
Logan Schafer
Tyson Gillies
Edward Salcedo
William Swanner
Renato Nunez
Welington Castillo
Isaac Galloway
Junior Arias
Jorge Alfaro
Tyler Townsend
Rymer Liriano
Chad Lewis
Melky Mesa
Ronnie Welty
Mycal Jones
Brandon Snyder
Jorge De Leon
Robbie Shields
Jake Dunning
Daniel Santana
Jeff Bianchi
Quincy Latimore
Todd Glaesmann
Travis Witherspoon
Ben Heath
Yadiel Rivera
Cole Garner
Tyler Henson
Adam Milligan
Derek Dietrich
Pedro Baez
Jordy Mercer
Harold Garcia
Cameron Garfield
Nick Noonan
Moises Sierra
Joe Leonard
Scott Schebler
Neftali Soto
Luigi Rodriguez
Jefry Marte
Josh Phegley
Ydwin Villegas
Junior Lake
Steven Baron
Jon Gilmore
Jeudy Valdez
Caleb Joseph
Juan Duran
Steven Hill
Lee Haydel
Gustavo Pierre
Mickey Wiswall
Zach Walters

MLB Bonus Baby MLB Draft Prospects
MiLB Prospects

by Matt Garrioch on Dec 28, 2025 2:12 PM EST reply actions  

Sorry that's so long John

feel free to delete it or trim it down.

MLB Bonus Baby MLB Draft Prospects
MiLB Prospects

by Matt Garrioch on Dec 28, 2025 2:14 PM EST up reply actions  

As a whole, perhaps...

but there are some very interesting names on the MiLB list: Mesoraco, Cuthbert, Alfaro, Ozuna, to name a few…

by dbreer23 on Dec 28, 2025 2:38 PM EST up reply actions  

Swanner 2010 on that list is funny RK league

78 AB 0BB 33K 23H 7HR overall line .303/.321/.632, he did draw 20BB in 182 PA this year however.

"Self-control is the chief element in self-respect, and self-respect is the chief element in courage." ― Thucydides

by TomCat009 on Dec 28, 2025 2:56 PM EST up reply actions  

i think

you need a minimum PA limit

it seems weird to me that Bobby Borchering is on the list, when he’s a career 8-9% guy, except for the 93 PA in rookie ball

by blue bulldog on Dec 28, 2025 4:25 PM EST up reply actions  

Agreed on the PA limit.

It apparently picked up Jon Jay for a 32-game stint in A+ in 2007, when he had a +10% BB rate and more BB’s than K’s in A ball in 2006 (and went on to have +9% BB rates in AA and AAA).

by Willie McGee's Twin on Dec 28, 2025 4:36 PM EST up reply actions  

So many

of the Braves top position prospects on there. Oy.

by sunking1056 on Dec 28, 2025 4:51 PM EST up reply actions  

Emilio Bonifacio

In 2004- 25 BB compared to 125 K’s

by smokeymcpots on Dec 28, 2025 3:02 PM EST reply actions  

There is a saying among latin players

“you don’t walk your way off the island”. These players are taught that to get noticed you need to show the scouts what you can do with the bat or glove and taking a walk won’t get you noticed. Not sure if it is accurate but it is interesting to note that a lot of island players show poor plate discipline in their younger years.

Big Sexy

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by King Billy Royal on Dec 28, 2025 4:32 PM EST reply actions   1 recs

I think that saying exists for a reason...

mainly because it is true and also because nobody is interested in the latin version of daric barton, and i actually like barton.

Ride the tiger...You can see his stripes but you know he's clean.

by James Westfall on Dec 28, 2025 7:27 PM EST up reply actions  

Agreed

Big Sexy

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by King Billy Royal on Dec 28, 2025 7:47 PM EST up reply actions  

Going all the way back to 1991

In 213 AB’s at AA Raul Mondesi had 8 BB and 47 K
That works out to 3.756% BB and 22.056% K if my math is correct

by mtk52983 on Dec 28, 2025 5:06 PM EST reply actions  

Looking just at A ball that year

You are looking at about 4.3/18.3

by mtk52983 on Dec 28, 2025 6:32 PM EST up reply actions  

Carlos Beltran

had a 9% walk rate and a 21% K rate through his age 20 season in high A ball, which isn’t terrible for someone that young, but it isn’t great either. Especially considering this is a player with a 12% BB and 15% K over his contract with the Mets.

"Let them be stud muffins"
-Tom Seaver
Proud Mets, Jets, Knicks, Islanders fan.

by piazza62 on Dec 28, 2025 7:45 PM EST reply actions  

I mention Beltran specifically because many people compare Puello to him

He had an extremely unimpressive .229/.311/.363 line in high A before breaking out the next year, with much improved strikezone control.

"Let them be stud muffins"
-Tom Seaver
Proud Mets, Jets, Knicks, Islanders fan.

by piazza62 on Dec 28, 2025 7:47 PM EST up reply actions  

I didn’t recall Beltran having such a poor line in High-A. In his favor, though, was a BB/K ratio of almost .50 while Puello’s was less than .20.

I tend to think BB-K ratio (hopefully better than .50) is the most predictive of minor league stats, assuming the player also has athleticism, a defensive position and displays at least some pop. Players with all four attributes are hard to find. A guy like Kemp could overcome the BB-K ratio because he has immense athleticism and power.

by bolton on Dec 28, 2025 8:12 PM EST up reply actions  

Scouts love Puello's athleticism and frame.

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by Ogre39666 on Dec 29, 2025 12:48 AM EST up reply actions  

He does have the athleticism. But most guys with a .17 BB-to-K ratio fail to fulfill their potential, especially when they don’t slug over .500. I hope Puello defies the odds.

by bolton on Dec 29, 2025 4:06 AM EST up reply actions  

We messed around with something

fairly similar a couple of years back at Red Reporter. We were trying to find a major league comp for Juan Francisco. The closest we came was Craig Brazell.

We Are ... Marshall!

by Thundering Turtle on Dec 28, 2025 10:41 PM EST via mobile reply actions  

Travis Snider

Hello John I was hoping to get your opinion and also those of your knowledgeable posters on a debate concerning Travis Snider.

It ties into the topic of your post about walk and strikeouts and whether they are a death knell for the career of those young players to whom they belong.

A few fans seem to be of the opinion that Snider is a bust, despite only being 23-years-old, arguing that his poor contact, walk, and strikeout rates in the Majors and at points of his minor league career represent a crippling flaw in his overall skillset.

Here are a few snippets of the argument:

“People who post strikout rates like his, without another basic baseball skill necessary to balance out contact rate, do not survive. As he currently is, he will never be a usable major league regular.”

“A 20-year-old hitting like this is not a concern. A 23 year old should be fully developed.”

“His career major league numbers are 7.5% vs. 26.9% over 877 plate appearances. Terrible. Minor league walk numbers are easily influenced by pitches in the minor leagues having less control. The most troubling number was always his contact rate, which is hideous. Walk rate should translate well to the majors if you have discipline. His haven’t. But his whiff rate has translated just fine.”

Person A: “Do young players sometimes struggle in a way non-indicative of their actual ability? All the time!”

Person B: “It’s not struggling, it’s a bad skill set. The struggles are a result of the bad skillset, not bad luck, and not adjustment problems. The reasons the other players you mention improve is that their skillsets aren’t bad ones in the first place. They just need to adjust. Snider needs to change his entire hitting approach.”

“Here is a list of players just like him, guys who post ~7.5% walk rates and ~26% strikeout rates: Jeff Mathis, Jose Hernandez, Pete Incaviglia, Brant Brown, Bill Hall, Austin Jackson, Dazzy Vance.”

“Snider needs to change. It’s not adjustment, it’s a bad skill set. If he doesn’t, the best he can hope for is a career like Pete Incaviglia.”

“If you wanted to compare a prospect with him that fits into a similar niche, pick Mike Carp. Oh, and I’m not confident on Mike Carp having a good career either, for the record.”

"Sniders skill set is his contact rates (k%), plate patience (BB%) and power (ISO.) Players that strike out as much as he does and walk as little as he does DO NOT DO WELL in major league baseball."

My opinion has been that Snider is still very young, and was rushed to the big leagues (playing in only 2 minor league season’s before debuting as a 20-year-old in the Show).

That Snider’s minor league track record shows that he has been able to walk at an above average rate (10.3%), and though his strikeout rates were bad in the minors (23.5%), they are nowhere near as bad as his major league rate of 27%.

Furthermore, there have been enough players who posted worse walk to strikeout differentials over their minor league careers, who have gone on to become pretty good players. Here are a few names I came up with, but I`m sure there are more throughout history and at present.

Ryan Howard 15.8
Mike Stanton 14.8
Nelson Cruz 14.6
Jay Bruce 14.2
Mark Reynolds 13.5
Travis Snider 13.2

So clearly it can`t be that big a death knell for a young players career, right?

In addition, I believe that Snider has only had 899 plate appearences in the major leagues and that it usually takes around 1000 professional at bats to ascertain anything with any accuracy about a players actual ability.

Moreover, Snider`s consolidated major league career stats represent nothing more than aggregation of several small sample sizes (from 2008-2011), with only 2010 coming close to representing a full season for Snider, and even that is a stretch, as he only had 298 at bats and played in 82 games. Not coincidentally, he posted his best numbers, projecting out to 26 homeruns over 550 at-bats.

Please everyone let me know your opinions on this issue. Is it much, much too early to give up on former top prospect like Travis Snider. Are his flaws too much for him to become a “useful major leaguer”? Or are his flaws not as bad as his major league stats suggest. Are there other players who have succeeded posting low walk rates, and high strikeout rates? The first two who come to mind are Mark Trumbo and JP Arencibia, but they’re just rookies. Are there any others you know of?

Thanks.

by JaysFanToronto on Dec 30, 2025 1:18 AM EST reply actions  

Travis Snider

Looks like a good platoon bat, could be a second division regular. He’s much better against RHP, and has had over 80% of his PA vs. them.

His peripherals in AAA were very solid for a young player. His XB/SO is over 1.0 there the last few seasons. Yes, it’s Las Vegas in the PCL, which makes it hard to trust too much. But while his AA line maybe gives a truer picture, that was put up at only age 20.

The strikeout rate will likely always be on the high side, but there’s enough power there to offset it and still be useful. Figure 20+ HR power by his peak. He might give you something like a .260/.330/.440 line going forward. Nothing special, but not awful.

by acerimusdux on Dec 30, 2025 9:22 AM EST up reply actions  

Travis Snider

You’re slash line projections seem like a pretty fair expectation going forward for Snider. When he was younger, the thought was he might hit for a higher average, but his contact issues that have become apparent will probably prevent that now.

I think that as long as the power develops, and he can walk enough (say 9-10%), that should be enough to offset some of the srikeouts, especially since he has really improved as a defender, and gives you surprising value on the basepaths as well.

You’re also right about his platoon splits. But the strange thing is he hit lefties at a pretty good clip in the minors, then again, so did Adam Lind.

Overall, I think 2010 gives the best idea of what Snider might be capable of. First, 2010 is the only season in which Snider received remotely close to enough at-bats to be a fair sample size (298). Neither 2008 (73) or 2011 (187) should qualify, with 2009 (241) missing by maybe just a shade.

Now Snider’s k and bb rate were not exactly imprressive in 2010 (6.6bb vs. 24k), but much of that was driven by a 2.7 walk rate from his July recall on (i.e post wrist injury), before that it was at roughly 10.2%. Overall his numbers while not overwhelming were decent .255/.304/.463, but that .208 isolated power is not bad for a then 22-year-old.

Now, taking all projections with a huge grain of salt, Snider’s numbers in 2010 over the course of an entire season (say 600 at bats) might have looked something like this:

.255/.304/.463 28hr 64rbi 40(2b) 42bb 159so 12sb 6cs.

Those aren’t terrible numbers for a 22-year-old who was rushed to the bigs, though it is of course a projection and as I said must be taken with a huge grain of salt, unless people actually believed Bautista was going to hit 200 homeruns last season. lol

by JaysFanToronto on Dec 30, 2025 5:04 PM EST up reply actions  

I would want to do this by looking at changes in an underlying skill set, rather than K and BB

Obviously, “underlying skill set” is a difficult thing to measure, but it seems to me like there are several things that go into K and BB rate:
-contact
-judgement (in/out of zone)
-working the count (little different from judgment, more like swinging at borderline strike three but taking borderline strike in a 2-0.)

From a scouting/prospecting perspective, you want to identify a prospects skills to see what he can improve. Maybe some of these never improve, some typically do, some always do, etc.

This helps control for stuff like pitchers nibbling because they’re afraid, since we look at the batter’s responses to pitches rather than his overall results.

Of course, swing, o-swing, contact, etc. percentages are what you want here, but they’re hard to get for minor leaguers.

by philosofool on Dec 30, 2025 3:40 PM EST reply actions  

yeah

those would probably be better, but like you said, difficult to obtain for minor leaguers

i think though that BB% is a good start, and it’s a decent proxy for plate discipline/strike zone judgment

by blue bulldog on Dec 30, 2025 4:03 PM EST up reply actions  

and BB/K rates (or vice versa)

Some players can have low walk rates, and if they have low strike rates, they are high contact players that can be successful.

by cookiedabookie on Dec 30, 2025 4:11 PM EST up reply actions  

i don't know

i haven’t done any studies, but i actually don’t particularly like guys with low BB’s coupled with low K’s, unless it’s coupled with high BABIP and high ISO

i don’t know if guys with merely low but close to 1:1 BB/K rates translate to being good hitters in the majors. oftentimes, i think the ones who have that profile who do make it to the majors often make it because of positional value

by blue bulldog on Dec 30, 2025 4:41 PM EST up reply actions  

I don't like the ratio (BB/K)

It compresses a vector into a scalar and loses a bunch of information.

(1) 5% BB, 5% K is 1:1
(2) 15%BB, 15% K is 1:1

But you have to be a hell of a power hitter to be better as (1) than (2).

by philosofool on Dec 30, 2025 4:50 PM EST up reply actions  

I agree that player two probably has more value

But I would rather have player one than a player with a 5% BB-rate and a 20% K-rate. It’s definitely situational, and should only be part of the analysis.

by cookiedabookie on Dec 30, 2025 9:08 PM EST up reply actions  

by the way minorleaguecentral.com

has contact%. The overall % of pitches that the hitter makes contact with. They do it that way. They should really do per swing, but you can do that by doing NP contact%/(NPSwing%). And this article is very interesting trying to measure judgement here to adjust Contact%, Z-Contact% and O-Contact% to per swing the way I showed you. Z-Contact Can be done by finding out the pitches in zone (NP*Zone%) then multiplying that by Z-Contact% then divide that by NP*zone%*Z-Swing. Same thing for O-Swing except pitches out of zone is NP * 1-Zone % and multiply by O-Contact and O-Swing.

by Bososx13 on Dec 30, 2025 8:41 PM EST up reply actions  

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