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We Were Prospects Once, and Young

Robin Yount, Circa 1976 (Getty images)

The Blessings of Youth

My good friend Rany Jazayerli has a pair of intriguing articles up at Baseball Prospectus, looking at the importance of youth in draft picks. Links: Part One and Part Two.

His basic conclusion is that, for hitters anyway, age-relative-to-competition is even more important than we previously believed, at least when looking at the projected value of draft picks.

The basic principle is well-known, although as Rany says, the effect was stronger than anticipated. His conclusion from Part One of the article:

This is, all modesty aside, quite possibly the most impressive and significant finding of my career. When it comes to the drafting of high school hitters, even slight differences in age matter. At least when it comes to high school hitters, young draft picks are a MASSIVE market inefficiency.

In The 1985 Bill James Abstract, James published the results of his study which showed that "The rate of return on players drafted out of college is essentially twice that of high school players." That is considered to be one of James' most important findings, and in fact it was more than a little surprising when, in 2005, I found that the advantage for college players had almost disappeared over the years.

Based on the data above, the advantage the youngest high school hitters in a draft class have on the oldest high school hitters is just as great as the advantage college hitters once enjoyed. And this advantage does not appear to be diminishing over time.

Star-divide

 

A few months ago, in a discussion about the fact that Bubba Starling was a little older than some other players in the high school class, someone asked me what I thought about the issue. I said that it was obviously an important factor, but that too much could be made of it, and that I didn't think a player being a few months older made that much of a difference all things considered. Perhaps it makes more of a difference than I thought, although I do think it is important to remember that players need to be judged on a case-by-case basis.

What do you guys think about this?

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2010

Gor the second and third youngest players in the 2010 draft as well, in Gumbs and Culver.

by TheClaymore on Oct 14, 2025 1:23 PM EDT up reply actions  

Interesting

It seems that perhaps the Yankees were following this logic.

by cookiedabookie on Oct 14, 2025 2:28 PM EDT up reply actions  

This

This looks like the study that Gatling or, others, have asked for from ME when we have had intense discussions about players like Oscar Tavaras. I believe the phenomenon expressed in this study extends just as powerfully to players in full-season ball. What I find interesting is that it is something that can’t be readily SEEN always by just watching a player play.

For instance, one may have seen Jed Gyorko and Nolan Arenado play in the Cal League this season and, one may think Gyrorko is the better prospect. However, I believe the fact that Arenado was 20 all year and, Gyrko turned 23 after the season is more powerful than most scouting opinions (especially amateur ones) about these two guys.

You can’t always see, just by looking, but the facts and the percentages and significance of that exist, and are powerful.

Of course, as I have said, it’s not just the fact that they are young that matters but, the combination of being young and good.

" I too love everthing that flows: rivers, sewers, lava, blood, bile, words, sentences . ." - Henry Miller

by casejud on Oct 14, 2025 1:10 PM EDT reply actions  

SMH...

No one ever said ARL didn’t matter, just that putting up good numbers at a young age wasn’t the guarantee you made it out to be. Plus these articles are about draft picks, not minor leaguers, so I’m not sure how they prove your point, especially since he doesn’t say anything about guarantees in the articles.

by nixa37 on Oct 14, 2025 1:22 PM EDT up reply actions   1 recs

Neither did I

Go find me where I said anything about a guarantee! I said it was powerful, and significant, and not given enough credit for its importance . . . never anything about a guarantee, ever.

" I too love everthing that flows: rivers, sewers, lava, blood, bile, words, sentences . ." - Henry Miller

by casejud on Oct 14, 2025 1:29 PM EDT up reply actions  

And this has nothing to do with whether its given enough credit for its importance

Its not even about minor league players.

And I didn’t say you said it guaranteed success either. I just said that it was the guarantee you made it out to be. Maybe not the best choice of words, but my point was that it isn’t as likely to guarantee success as you make it out to be.

by nixa37 on Oct 14, 2025 1:48 PM EDT up reply actions  

Its fine

I don’t want to get into a pissing contest, because it really isn’t about that to me but, just using the word “gaurantee” in there is against what I am trying to say.

I know people hate batting average here but, it is like if one guy hits .223 and another guy hits .338. That isn’t any kind of guarantee of what they will do the next season but, it is a very strong indicator. I also think that differnces of a couple years appraoches this level of predictiveness as well.

I think differences in age relative to league are an even stronger indicator of sucess than almost everybody gives it credit for and, it doesn’t even need to aproach the level of guarantee to be extremely significant. I think this study supports this.

" I too love everthing that flows: rivers, sewers, lava, blood, bile, words, sentences . ." - Henry Miller

by casejud on Oct 14, 2025 1:57 PM EDT up reply actions  

This study does not support that

This study says that MLB teams undervalue age when it comes to draft time. This has nothing to do with prospect rankings and how they are adjusted once guys perform in the minors. Just look at Trout. After posting great numbers his first full season in the minors, he was already up to #2 in BA’s rankings. People understand that ARL is very important. You may be right that its more important than people give it credit for. That doesn’t change the fact that this study has nothing to do with that question.

by nixa37 on Oct 14, 2025 2:00 PM EDT up reply actions  

Well

It does show that ahigh schooler being young relative to his opposition may be significantly important. That could very well extend (and it does) to all levels of baseball. It could be showing something that is fundamental.

It may not be the focus of the study but, It still could be showing this. I wouldn’t say it has “nothing to do with it”.

" I too love everthing that flows: rivers, sewers, lava, blood, bile, words, sentences . ." - Henry Miller

by casejud on Oct 14, 2025 2:07 PM EDT up reply actions  

No one questions that ARL is significantly important

This study has to do with how well MLB teams have done evaluating HS prospects based on their relative age. Its tells us nothing about how well minor league prospects are evaluated when it comes to their age.

by nixa37 on Oct 14, 2025 2:09 PM EDT up reply actions  

Fine

We’ll have to see about that second part. I believe it does say something about that.

As far nobody questioning ARL? You would be very, very surprised. We had a guy on here comparing Mike Stanton to Joe Borchard on here a year and a half ago because they were both striking out a lot in AA.

Stanton wasn’t 20 yet and Borchard was 22 at the time he was in AA. The differences are more than massive. They aren’t even two simlar things really.

Lots of people really do not think it is significantly important or, say they think it is but, don’t give it enough weight.

" I too love everthing that flows: rivers, sewers, lava, blood, bile, words, sentences . ." - Henry Miller

by casejud on Oct 14, 2025 2:15 PM EDT up reply actions  

You don't think people give it enough weight

Its a defensible position, I just don’t think this study really says anything about that.

And one person saying something dumb about Borchard and Stanton doesn’t really prove anything. Its the internet, it was invented for people to say dumb things.

by nixa37 on Oct 14, 2025 2:20 PM EDT up reply actions  

Fine

You are correct about that.

I think the study does say something about it and, we aren’t going to solve it here. It’s too vast of a topic.

" I too love everthing that flows: rivers, sewers, lava, blood, bile, words, sentences . ." - Henry Miller

by casejud on Oct 14, 2025 2:24 PM EDT up reply actions  

Tavaras

Is young for his level of competition and, this study adresses this, does it not?

" I too love everthing that flows: rivers, sewers, lava, blood, bile, words, sentences . ." - Henry Miller

by casejud on Oct 14, 2025 2:08 PM EDT up reply actions  

This study deals with amateur HS players

Not professionals in minor league systems. It also focuses on how well MLB teams evaluate players come draft time, not how accurate prospect rankings by third parties are.

by nixa37 on Oct 14, 2025 2:11 PM EDT up reply actions  

though to be fair

Taveras would have been one of the younger draftees in the 2010 draft right?

it looks like he wouldn’t have even been 18 years old yet. it looks like he would have fallen solidly in the “Young” bin. i guess he was an international signee right? but is there any reason to suggest that the pervasive underestimation of age by scouts with amateur HS players doesn’t also exist in the international draftee pool?

by blue bulldog on Oct 14, 2025 2:18 PM EDT up reply actions  

We're talking about professional players at this point

I just don’t see much relevance between underestimating age among HS players and doing the same in the minors.

by nixa37 on Oct 14, 2025 2:22 PM EDT up reply actions  

Because . . .

 . . . it is saying that thier performance was underbalued because of a lack of con-sid-er-ation of thier age.

Like last season when everybody ranked Jurrickson Profar as thier 55th or 77th or 88th best prospect and patted themselves on thier back. I put him at 17, I believe.

So, If there was a draft among us i would have had him in my orginization precisely because I understood, last year, not now when it is obvious, what his age relative to his preformance meant.

Sorry to sound arrogant. I also put Nick Frankiln 7th but, I wouldn’t mind having his future as well.

https://www.minorleagueball.com/2011/4/9/2070584/casejuds-top-50-future-big-league-prospects-the-last-word

" I too love everthing that flows: rivers, sewers, lava, blood, bile, words, sentences . ." - Henry Miller

by casejud on Oct 14, 2025 2:30 PM EDT up reply actions  

Was it really necessary to break down consideration by syllable like a dick?

Its great that you hit on Profar. You also whiffed on Moore and Ackley. No one is perfect when it comes to prospects.

Like I said, I think your position is defensible and it would be possible to design a study to check out if ARL is undervalued in the minors. This just isn’t that study.

by nixa37 on Oct 14, 2025 2:39 PM EDT up reply actions   1 recs

how did he "hit" on Profar?

Last I checked, Profar is still several levels away from even reaching the majors.

by mrkupe on Oct 14, 2025 2:42 PM EDT up reply actions  

Didn't really feel like arguing the point

I also think being ahead of the curve on a particular player has inherent value. Even if Profar fails eventually, he’s a more valuable asset now than last year, and it would be possible for a team to capture that value by trading him. I know not everyone ranks prospects that way, but I do fall more in that camp.

by nixa37 on Oct 14, 2025 2:44 PM EDT up reply actions  

+1

this is what i was trying to get across below, but you put it more eloquently

by blue bulldog on Oct 14, 2025 2:45 PM EDT up reply actions  

well

he “hit” on Profar to the extent that everyone else is going to value Profar as high now as he did a year ago

that’s all that matters. you care about relative differences.

by blue bulldog on Oct 14, 2025 2:45 PM EDT up reply actions  

I appologize

 . . . but the parallel seemed striking to me and, i just wanted you to see it. No offense.

I bring up Profar not because I am awesome buit, because it is one of the things I see clearly - that is basic.

Judging a pitching prospect without actually seeing him is not one of my best abilities. By my own account, putting one guy at 35 and another at 25 is a whiff. Most here would count that as a sucess. Since I inbented the conxect of the WHIFF around here, it means a complete-swing and a miss- completely off a list.

" I too love everthing that flows: rivers, sewers, lava, blood, bile, words, sentences . ." - Henry Miller

by casejud on Oct 14, 2025 2:46 PM EDT up reply actions  

Aren't a significant portion of IFA's

guys that sign at around age 16? I mean, teams aren’t allowed to sign players any younger than that, but if they were I’m sure we’d see 14 and 15 year olds getting deals here and there. I really don’t think there is much correlation between HS players and IFA in this regard, though it would require a similar study to really prove whether there is or isn’t.

http://bullpenbanter.com

RIP Randy "Macho Man" Savage

by gatling on Oct 14, 2025 2:29 PM EDT up reply actions  

true

it’s interesting, but an IFA study might even be easier than a study for amateur HS draft, because you wouldn’t have to go through a convoluted process to figure out the baseline “expected value” of a draft position to determine the return on investment

you could just figure out the return on investment based on the amount of money that was actually spent on the draftee right? because the IFA market is largely a free market?

by blue bulldog on Oct 14, 2025 2:32 PM EDT up reply actions  

Good piont

We might actually find more of a differnce in the return of a “Yankee” dollar, than an “Oakland A’s” dollar becuase of how they value thier money> Then again maybe not. The Yanks also have more money to spend on scouting as well.

" I too love everthing that flows: rivers, sewers, lava, blood, bile, words, sentences . ." - Henry Miller

by casejud on Oct 14, 2025 2:40 PM EDT up reply actions  

It might be easier

though with the age gate issues it might end up being even more work sorting out that sort of stuff. I would definitely be interesting to see a study like this done for IFA’s though.

http://bullpenbanter.com

RIP Randy "Macho Man" Savage

by gatling on Oct 14, 2025 2:48 PM EDT up reply actions  

Yes, this is true

 . . . but it also adresses the significance of age relative to league for high school players. This could relate to players when they become professional as well? perhaps even more so becasue the differences in age are more extreme.

I did not mention or, discuss anything here about Oscar Tavaras’s relative ranking. I haven’t even made a list with him on it yet. Since you brought it up though, it could very well relate to that as well.

" I too love everthing that flows: rivers, sewers, lava, blood, bile, words, sentences . ." - Henry Miller

by casejud on Oct 14, 2025 2:19 PM EDT up reply actions  

Just so there's no confusion, I didn't bring up Taveras in this thread either

I really doubt it would be more important in professionally because the smaller differences in age mean less as you get older and I think scouts are more acutely aware of age in the minors than they are in HS. I also think its important to note, at least from what I can tell, that this study only tells us about correlation and not causation. It may not be that scouts are undervaluing the ARL difference in HS prospects, but that younger HS prospects tend to do better professionally because there is an inherent advantage to always playing with older guys coming up through HS.

by nixa37 on Oct 14, 2025 2:27 PM EDT up reply actions   1 recs

These are true things

I haven’t even had a chance to read the whole thing yet so, maybe I better do that before I run wild with it more.

I will say that scouts may or not be aware of age just as much but, are factoring it as much as they should - like many people do instinctively with minor leaguers.

Your last point would only be a reason that ARL devaluaing exists, by the way. It would say that they aren’t undervaluaing ARL.

" I too love everthing that flows: rivers, sewers, lava, blood, bile, words, sentences . ." - Henry Miller

by casejud on Oct 14, 2025 2:35 PM EDT up reply actions  

*wouldn't

it wouldn’t say that they wern’t undervauling ARL

" I too love everthing that flows: rivers, sewers, lava, blood, bile, words, sentences . ." - Henry Miller

by casejud on Oct 14, 2025 6:42 PM EDT up reply actions  

i think this sums up some major arguments in Jazayerli's article very well

essentially in high school the formative years are very important, so that small differences in age matter a lot more in high school than they do in the pro ball. that being said, large differences in age (like, two years i suppose) probably do matter a lot in pro ball, but this article doesn’t address that specifically.

and i do think this article shows that scouts need to be a lot more acutely aware of age when evaluating high-schoolers. that’s probably the biggest deal with this article.

as for correlation vs. causation, i don’t think i really share your concern. even if you think there is some “X Factor” that is causing the correlation, as long as you think age is a good enough proxy of the X Factor (and i think, the article shows that there’s a less than 1% chance that age is not a good enough proxy), then you can base drafting decisions on it.

by blue bulldog on Oct 14, 2025 2:42 PM EDT up reply actions  

My point regarding the "X Factor"

It wasn’t that it wouldn’t matter at that point, as it obviously still would. Rather I was just pointing out an alternative interpretation where age relative to competition wasn’t even really the thing being undervalued, in response casejud’s belief that this supports his beliefs regarding ARL being undervalued.

by nixa37 on Oct 14, 2025 2:47 PM EDT up reply actions  

No, this is nothing like what we were talking about

in the Taveras discussion. It’s funny though, when I read part 1 of this piece yesterday I knew you would make a post like this, trying to use it as evidence to back up your claims. Doesn’t really fit, but at least you’re staying predictable. Anyway, nixa has pretty well covered how and why it doesn’t work, though I see you are still trying to cling to the idea it does. Some things never change.

http://bullpenbanter.com

RIP Randy "Macho Man" Savage

by gatling on Oct 14, 2025 2:44 PM EDT up reply actions  

I think it indicates what I was talking about

 . . . and you do not have me pegged correctly. I seek the truth. I’m operfectly happy to be proven wrong if it helps me get better at evaluating prospects. That is what I am essentially talking about here, not winning some temporary, illusory, victory over you.

My offer still stands - you tell me the paramenters of the ARL study of minor league to major league perfromance (so I won’t go to a shit load of effort for you to nit pick it apart) then I will do the study.

" I too love everthing that flows: rivers, sewers, lava, blood, bile, words, sentences . ." - Henry Miller

by casejud on Oct 14, 2025 2:51 PM EDT up reply actions  

hm

you should try to do a three-dimensional plot

with ARL on one axis - you can arbitrarily set average age to 21 in A, 22 in A+, 23 in AA, and i probably wouldn’t include AAA, and then create data bins such that +1 represents prospects that are a year younger than average, +2 if the prospect is a year older than average, etc.

OPS of the minor leaguer in that league on the second axis - technically you would want to use wOBA+ or wRC+ but i’m not sure if you’ll be able to find such data for minor leaguers (i know Statcorner has wOBA+ but they only go back like five years)

surplus value on the third axis - i would calculate it based on Fangraphs WAR before free agency, and use a standard formula of minimum wage for three years, and then 40%, 60%, 80% of free agency value in Arbs 1, 2, 3 respectively

i honestly just don’t have the time to do this, but if you do have the time, and are willing, i think these would be pretty good parameters for a study

by blue bulldog on Oct 14, 2025 3:06 PM EDT up reply actions  

er...

my ARL bins don’t make sense

i meant +1 for a prospect that’s a year younger than average, +2 for a prospect that’s two years younger than average, -1 for a prospect that’s a year older than average, -2 for a prospect that’s two years older than average

by blue bulldog on Oct 14, 2025 3:07 PM EDT up reply actions  

Sounds interesting

Makes me tired just thinking about it BD :) I will do something like this soon though. I don’t love WAR in general but, I like the idea of only measuring til free agency. It meens I can extend the minor league data to players from, what, six years ago?

I would probably rank out the defensive ratings, because I don’t trust them. Maybe just leave in the positional adjustmenrt or leave it out because we only talking about hitting and everybody else can make thier own conclusions based on value?

" I too love everthing that flows: rivers, sewers, lava, blood, bile, words, sentences . ." - Henry Miller

by casejud on Oct 14, 2025 3:41 PM EDT up reply actions  

I have no desire

to ask you to do a study. I guess that was misunderstood. My point is don’t go on about “percentages” when you don’t have actual numbers from a study to use as evidence. Pretty simple.

http://bullpenbanter.com

RIP Randy "Macho Man" Savage

by gatling on Oct 14, 2025 3:33 PM EDT up reply actions  

Get real

Nobody holds anybody to that standard. We all make assertions about things without knowing the exact percentages about things.

" I too love everthing that flows: rivers, sewers, lava, blood, bile, words, sentences . ." - Henry Miller

by casejud on Oct 14, 2025 3:36 PM EDT up reply actions  

Not to be so harsh

 . . . and it wasn’t about me telling you what to do. i just thought you might have some ideas on how to look at these things.

Did you think your random grabbing iof all young players in A ball, then not comparing them to older players was any way to look at this realy?

" I too love everthing that flows: rivers, sewers, lava, blood, bile, words, sentences . ." - Henry Miller

by casejud on Oct 14, 2025 3:57 PM EDT up reply actions  

what does this mean about harper?

For in depth fantasy analysis be sure to visit the Hawk Fantasy Sports site @ www.HawkBall.com

by PHGold09 on Oct 14, 2025 1:33 PM EDT reply actions  

Lebron James of baseball

"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

by Frag on Oct 14, 2025 1:33 PM EDT up reply actions  

and Profar

Some see a glass half empty, some a glass half full. I see a glass that's twice as big as it needs to be. - George Carlin

by t ball on Oct 14, 2025 1:44 PM EDT up reply actions  

to add internationals

to the discussion, I meant to say. Getting guys into pro ball, with pro instruction at that tender age pays dividends in maximizing talent, for both draftees and internationals, I think.

Some see a glass half empty, some a glass half full. I see a glass that's twice as big as it needs to be. - George Carlin

by t ball on Oct 14, 2025 1:45 PM EDT up reply actions  

That's really the conclusion, right?

We all know humans take instruction better at a younger age. We also know pro instructors are better than amateur instructors. So it just makes sense that it would apply to IFA’s just like it does amateur draftees.

by guru4u on Oct 15, 2025 11:23 AM EDT up reply actions  

Not much more than it means for any 17 year old draftee

Harper was just 2 months younger when drafted than guys like Trout and Heyward, and is actually older than Stanton was when he was drafted. He was just a year older for his high school class than those guys were.

by nixa37 on Oct 14, 2025 1:50 PM EDT up reply actions  

Absolutely fantastic article!

It’s incredible what an effect a few months difference in age can have between getting below average and above average value for a draft pick.

"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

by Frag on Oct 14, 2025 1:36 PM EDT reply actions  

*on average

"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

by Frag on Oct 14, 2025 1:36 PM EDT up reply actions  

Market inefficiency and case-by-case

I don’t think evaluating players on a case-by-case basis is necessarily mutually exclusive from understanding that Jazayerli is showing a crazy market inefficiency.

The best part about Jazayerli’s study in my opinion, is that he’s actually measuring each pick (of young high-schooler vs. old high-schooler) against the expected value of all picks at that draft position. So he’s not saying that, uniformly, when you draft, you should draft the younger player instead of the older player available. He’s saying that categorically, the industry is over-drafting (in the sense of taking at a higher draft position than the player warrants) old high-schoolers, and under-drafting young high-schoolers (position-players only).

As Jazayerli says, this demonstrates a huge market inefficiency. The difficulty as I see it though, is how to implement the findings, and taking advantage of this market inefficiency, if you are planning a draft. Sure, maybe you’re over-drafting a old high-schooler by about five slots. But the problem is you don’t have a second pick five slots later. Remember, it’s not necessary that the older guy is worse than the younger guy. It’s that the older guy’s draft position should be a few slots lower, and the younger guy’s draft position should be a few slots higher. So if you really like the guy, what do you do about it? Or does this just mean that on your Big Board, there should be other guys (college hitters, college pitchers, high school pitchers) you like a lot more than him?

Two points that I find absolutely fascinating in the article. The first is saying that historically old high schoolers actually demonstrate a negative return on investment. Again, this isn’t saying that old high schoolers shouldn’t be drafted, but that they should be drafted way lower than they currently are. I guess it means you have to be really wary when evaluating old high schoolers in terms of the tools/numbers they are exhibiting, because in large part they may just be taking advantage of younger competition.

Which brings up the second interesting aspect of the study to me, which is that it seems to show a categorical problem with how scouts project high school position players. As much as scouts claim to think about “what this guy will look like five years down the line”, they seem to be not thinking about “what will a younger high schooler look like six months down the line, as compared to this current old high schooler I’m observing”, or at least not doing a very good job at this analysis. Is this projection difficult? As in, is projecting a young high-schooler six months away more difficult than, about the same difficulty as, or less difficult than projecting the abilities of an old high-schooler five years down the line?

Finally some food for thought. After reading this article, I took a look back at the 2009 draft that gave us Mike Trout to see where the relative ages of prospects were. There were 25 high-school position players taken among the Top 100 in the 2009 draft.

Five youngest: Marquise Cooper, Randal Grichuk, Chris Owings, Mike Trout, LeVon Washington

Five oldest: Mychal Givens, Jiovanni Mier, Billy Hamilton, Kelly Dugan, Donavan Tate

Scattered prospects in the middle with relative age ranks out of 25: Bobby Borchering (8th oldest), Wil Myers (10th), Reymond Fuentes (11th), Nick Franklin (13th), Matt Davidson (15th), Nolan Arenado (17th), Tommy Joseph (20th)

by blue bulldog on Oct 14, 2025 1:43 PM EDT reply actions  

er......

and I guess Part Two answers my questions….my bad

this is truly amazing:

Secondly, we can now estimate to what degree teams should be drafting younger players higher than they already are. If Player A is exactly one year younger than Player B, and they were both selected with the same pick in the draft, Player A should be expected to return an additional 1.17 Discounted WARP over his career. Because the value of draft picks does not go down in a linear fashion, we can’t say that one year of age is worth exactly X number of picks in the draft—X changes depending on where you are in the draft.

We can say that, using the above formula, 1.17 Discounted WARP is roughly the difference between the expected values of picks #24 and #100. In other words, a 17-year-old player drafted #100 overall has as much expected value as an 18-year-old drafted #24. If a player who might look like a third-round pick on talent alone happens to be a full year younger than his draft class, he ought to be considered a late-first-round pick.

That is a massive, massive impact. One year of age is the difference in the expected value of pick #25 and pick #11. It’s bigger than the difference between pick #5 and pick #8. And remember, this is even after adjusting for the fact that teams—at least some teams—may already be taking age into consideration and drafting younger players earlier than they would otherwise. They clearly don’t take age into account enough.

Even a six-month difference is meaningful. The difference in value between a player born in, say, October and in April is the difference in value between the #100 pick and the #43 pick, or the difference between the #30 pick and the #18 pick.

It’s hard to overstate the importance of this. I can’t say that major league teams have ignored age completely when drafting players, but age has clearly been subordinate to present talent, and this study argues strongly that this has been a mistake. If Player A grades out slightly better than Player B, but Player B is 6 or 12 months younger than Player A, teams have been drafting Player A first, and they should have been drafting Player B.

by blue bulldog on Oct 14, 2025 1:54 PM EDT reply actions  

i do think there's something slightly off about this characterization though

if we already know that 18-year-old drafted at #24 is an over-draft

then it’s not like the 17-year-old player drafted at #100 overall should be drafted at #24….he should be drafted lower, to where the 18-year-old is no longer an overdraft right? or am i misunderstanding something?

this does seem to show though that a good FO can uncover a ton of hidden gems by drafting in the supplemental round and 2nd and 3rd round a ton of high-school position players.

by blue bulldog on Oct 14, 2025 1:57 PM EDT up reply actions  

Wow

What is interesting about it, to me, is that it shows something that is powerfull that can’t be generally seen with the naked eye - even by professional scouts! That means that, at the very least they should be keenly aware of the ages of the players involved - even more than before perhaps.

I believe that this phenomenon is readly observed and, extends to the minor leagues, and major leagues as well.

" I too love everthing that flows: rivers, sewers, lava, blood, bile, words, sentences . ." - Henry Miller

by casejud on Oct 14, 2025 2:03 PM EDT up reply actions  

First questions that I have about this study, particularly for the data from recent seasons

Many teams tend to avoid drafting the top HS players because of the cost; i.e., the need to pay them enough $$ to keep them from going to a college team. As a result, every year players slide in the draft until a team willing to go way over “slot” drafts them (the Nationals with A.J. Cole, for example). This gives the players an artifically low place in the draft commensurate to expectations, and so (all other things being equal) it’s natural that they would tend to generate a higher return than the college player taken the pick before or after. Their present ability is in fact not the same, because teams are also factoring in the amount of leverage the player has in contract negotiations (the college player has less choice/no choice depening on what year he’s in; the top HS players can pick their favorite college and put off signing).

I also probaby just missed it, but I didn’t see how he controlled out for players who were drafted young out of HS but didn’t sign.

Still fascinating, and I’ll have to go back and re-read the posts.

by d_c_guy on Oct 14, 2025 2:18 PM EDT reply actions  

Good points

I would also like to see it extended to beyond the top 100 picks to see if these rates change or not.

by cookiedabookie on Oct 14, 2025 2:35 PM EDT up reply actions  

the thing about extending it to beyond top 100 though

is that diminishing marginal returns make the study a lot less meaningful imo

or at least, that’s my best guess without any evidence to back it up. again, jazayerli isn’t really saying that young high-schoolers are necessarily better than old high-schoolers, just that there’s an overrating and underrating of draft position.

so if you extend beyond the top 100 picks, and say that a 17 year old drafted at #300 has the same expected value as an 18 year old drafted at #200, why does that even matter? both guys have extremely low expected values in the first place….the marginal difference isn’t enough to really constitute a huge market inefficiency.

by blue bulldog on Oct 14, 2025 2:38 PM EDT up reply actions  

at first i thought this would be a problem too

but he’s only comparing the ROI of young high-schoolers to other older high-schoolers

so unless there’s actually something that shows younger high-schoolers asking for much more money than older high-schoolers, then the data should be unaffected

by blue bulldog on Oct 14, 2025 2:35 PM EDT up reply actions  

I find this particularly interesting from the Moneyball perspective.

Beane was big on that James study you mentioned. I don’t believe he took a high school player in something like the first 15-20 rounds of that draft. I think when I read that, I just assumed the same was true today, but clearly that is not the case.

by polodude017 on Oct 14, 2025 4:19 PM EDT reply actions  

college/HS

When James did the study, his conclusions were valid. But a lot has changed in the last 20 years. Scouting opinion about high school players tends to be a lot more accurate now than it was back then….the rise of showcases and improved HS competition is a lot of that, and I think in general scouting of amateur players is just better than it used to be.

by John Sickels on Oct 14, 2025 4:33 PM EDT up reply actions  

Reply fail below.

Very interesting. Definitely changes my perspective on the topic.

by polodude017 on Oct 14, 2025 4:38 PM EDT up reply actions  

Also, this study only looked at high school positional draftees

It does not imply anything about the meaning/value of college draftees.

by cookiedabookie on Oct 14, 2025 5:34 PM EDT up reply actions  

Very interesting.

Definitely changes my perspective on the topic.

by polodude017 on Oct 14, 2025 4:37 PM EDT reply actions  

age or at bats?

I wonder how much of this is rooted in pure age/physical development and how much is rooted in experience/at bats?

I think it would be worthwhile to dig a bit deeper and trying to find out if guys with extensive travel ball or similar experience who are successful at a younger age are less likely to be successful long term than young guys with a traditional background who have success at a young age. I.e. whether their quick success is more attributable to more experience rather than to skill relative to age.

by TomReagan on Oct 14, 2025 9:09 PM EDT reply actions  

Lindor vs. Starling

I believe it was mentioned in the article (or comments) that Francisco Lindor was over a full year younger than Starling, and even after his first pro year next season would still be younger than Starling is today.
Lindor will be an interesting case study because he fell just outside that top tier of players in most pre-draft rankings.
I didn’t realize Shawon Dunston was 19(!) when he was drafted out of high school.

by Boozer10 on Oct 15, 2025 9:52 AM EDT reply actions  

Great stuff

really changing some of my outlook on the prep hitters.

Though this article has me really wondering if there’s any kind of similar effect on pitchers, as well as college guys. The article mentions that its influence should be lesser on non prep bats, but I wonder what the actual data shows. Really intrigued by this finding.

"If you find a man or woman who sticks around after you tell them "I may be a demented horse, but I know CPR," you marry them. No questions asked." - kishi

by CaptainCanuck on Oct 15, 2025 7:42 PM EDT reply actions  

Matt Thompson

How does Matt Thompson (Rangers system) have 30 WP in 88.1 IP? His stats look like he had issues with wild pitches in years prior, but not anywhere close to what he did this past year. I have read numerous times that he has a plus-plus breaking ball, was he paired with a catcher who was new to the position or did his control just fall off of a cliff?

by travisice9 on Oct 16, 2025 9:40 PM EDT reply actions  

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