The Astros rough spell lately with hitting with runners in scoring position (RISP) and scoring period has brought almost universal agreement among the fans that this team is just not clutch. When anything is almost universally agreed upon with the “eye” test, it begs the question for this writer. Do the stats back up that thought process?
So, hang on as I examine both how the team ranks in the American League and how the individual players rank among themselves for three “clutch” categories:
- RISP – Hitting with runners in scoring position (second and/or third base)
- 2 Outs RISP – Same thing but with two outs
- Late and Close – As defined by baseballreference.com – Plate Appearances in the seventh inning or later with the batting team tied, ahead by one, or the tying run at least on deck.
RISP
| BA | OBP | OPS | |
| Astros | .242 | .313 | .717 |
| Blue Jays | .282 | .362 | .808 |
| Tigers | .266 | .335 | .793 |
| Rays | .275 | .345 | .788 |
| Angels | .253 | .344 | .770 |
| Yanks | .248 | .346 | .769 |
| Red Sox | .250 | .335 | .759 |
| A’s | .249 | .322 | .753 |
| Orioles | .242 | .310 | .736 |
| Mariners | .231 | .326 | .720 |
| Guardians | .241 | .329 | .717 |
| Rangers | .245 | .315 | .700 |
| Royals | .240 | .305 | .689 |
| Twins | .245 | .322 | .687 |
| White Sox | .232 | .319 | .670 |
For RISP the Astros rank BA (T-10th), OBP (13th) and OPS (T-10th). Yeah, that is bad with the Astros on the fringe of the bottom third of the league. I would note that the league average for all at bats is .245 BA/ .314 OBP/ .723 OPS and the Astros are running just under that.
2 outs RISP
| BA | OBP | OPS | |
| Astros | .232 | .311 | .738 |
| Tigers | .272 | .360 | .824 |
| Blue Jays | .260 | .357 | .768 |
| A’s | .245 | .335 | .768 |
| Rays | .260 | .345 | .752 |
| Angels | .240 | .334 | .734 |
| Mariners | .234 | .316 | .719 |
| Red Sox | .231 | .318 | .712 |
| Yanks | .211 | .335 | .694 |
| White Sox | .218 | .320 | .691 |
| Rangers | .229 | .318 | .681 |
| Twins | .243 | .324 | .684 |
| Guardians | .199 | .309 | .649 |
| Orioles | .198 | .280 | .629 |
| Royals | .204 | .294 | .624 |
With RISP and two outs, the Astros rank quite a bit better for BA and especially OPS – BA (8th), OBP (12th) and OPS (5th).
Late and Close
| BA | OBP | OPS | |
| Astros | .233 | .313 | .701 |
| Blue Jays | .272 | .353 | .804 |
| A’s | .223 | .309 | .768 |
| Rays | .241 | .320 | .752 |
| Mariners | .231 | .316 | .709 |
| Angels | .224 | .307 | .682 |
| Royals | .237 | .315 | .679 |
| Red Sox | .227 | .319 | .668 |
| Tigers | .210 | .290 | .665 |
| Yanks | .203 | .289 | .661 |
| Orioles | .215 | .294 | .653 |
| Twins | .222 | .304 | .650 |
| Guardians | .225 | .310 | .647 |
| Rangers | .200 | .267 | .590 |
| White Sox | .193 | .285 | .577 |
And again, in the late and close situations the Astros are ranking better than their RISP numbers – BA (5th), OBP (6th) and OPS (5th).
While the Astros rank low in hitting with RISP in general, their numbers with 2 outs RISP and for close and late are good, especially OPS which is an important number that normally tracks with run production.
While we can see why teams like the Blue Jays and Tigers are doing so well this season, there are teams like the A’s who do pretty well here, but cannot overcome their pitching when you look at their won-loss numbers.
Now, let’s look at how the individual hitters produce for these same categories. But please note that for some players there is some small sample effects here as it may be based on a small amount of at bats (e.g. Jacob Melton, Jesus Sanchez).
RISP
| BA | OBP | OPS | |
| Astros | .242 | .313 | .717 |
| Jeremy Pena | .342 | .425 | 1.069 |
| Yordan Alvarez | .364 | .444 | .944 |
| Jacob Melton | .333 | .429 | .873 |
| Ramon Urias | .273 | .273 | .818 |
| Cam Smith | .287 | .325 | .795 |
| Victor Caratini | .234 | .276 | .792 |
| Carlos Correa | .310 | .412 | .757 |
| Christian Walker | .240 | .325 | .743 |
| Jose Altuve | .242 | .306 | .728 |
| Yainer Diaz | .241 | .273 | .716 |
| Isaac Paredes | .222 | .316 | .661 |
| Jake Meyers | .203 | .319 | .641 |
| Jesus Sanchez | .174 | .321 | .539 |
| Mauricio Dubon | .229 | .261 | .526 |
| Chas McCormick | .150 | .182 | .482 |
- What makes sense – Your two best hitters with RISP are Jeremy Pena and Yordan Alvarez. Some of your worst are Mauricio Dubon and Chas McCormick who are not doing too well overall this year.
- What does not make sense – Jacob Melton doing that well (in very few at bats) and Isaac Paredes can’t possibly that bad – he was one of our best and most clutch hitters. Hold that thought for the next two categories.
2 outs RISP
| BA | OBP | OPS | |
| Astros | .232 | .311 | .738 |
| Jeremy Pena | .333 | .463 | 1.312 |
| Yordan Alvarez | .455 | .571 | 1.067 |
| Ramon Urias | .167 | .167 | .833 |
| Isaac Paredes | .275 | .326 | .826 |
| Christian Walker | .250 | .325 | .825 |
| Jose Altuve | .229 | .315 | .815 |
| Victor Caratini | .250 | .314 | .814 |
| Cam Smith | .263 | .300 | .756 |
| Jacob Melton | .375 | .375 | .750 |
| Jake Meyers | .219 | .342 | .717 |
| Carlos Correa | .214 | .389 | .675 |
| Yainer Diaz | .193 | .220 | .589 |
| Mauricio Dubon | .212 | .255 | .524 |
| Jesus Sanchez | .125 | .263 | .388 |
| Chas McCormick | .100 | .100 | .200 |
- What makes sense – Pena and Alvarez of course and suddenly Paredes is up where he belongs. He must have done nothing with RISP and zero or one out – but really bore down with two outs.
- What does not make sense – Jose Altuve is too good of a hitter to be hitting .229 in these situations, but at least his OPS is good. And frankly, Yainer Diaz should be embarrassed to have a .193 BA/ .220 OBP/ .589 OPS slash with 2 outs and RISP.
Late and Close
| BA | OBP | OPS | |
| Astros | .233 | .313 | .701 |
| Isaac Paredes | .306 | .424 | 1.036 |
| Yordan Alvarez | .167 | .304 | .804 |
| Jose Altuve | .257 | .381 | .752 |
| Christian Walker | .205 | .276 | .750 |
| Victor Caratini | .283 | .328 | .743 |
| Jake Meyers | .277 | .320 | .724 |
| Carlos Correa | .294 | .368 | .721 |
| Cam Smith | .250 | .318 | .718 |
| Ramon Urias | .286 | .286 | .714 |
| Jeremy Pena | .271 | .377 | .682 |
| Mauricio Dubon | .271 | .286 | .661 |
| Yainer Diaz | .147 | .198 | .451 |
| Chas McCormick | .182 | .250 | .432 |
| Jacob Melton | .000 | .167 | .167 |
| Jesus Sanchez | .000 | .200 | .000 |
What makes sense – This is the Paredes we picture when we remember the first half of the season. Also, Jacob Melton feeding off the bottom of the menu makes sense.
What does not make sense – I don’t care what his OPS is – Yordan shouldn’t be hitting .167 in any split you can name. And for having such an overall good season, it is odd that Jeremy Pena’s OPS is below .700. And Yainer…..no words.
My bottom line on this research/writeup is that the Astros are not bottom feeders when it comes to clutch hitting, but trail for pure RISP. Additionally, how individuals are hitting in the clutch is a scattershot – falling all over the place and changing widely from category to category.
Now it is your turn. What stands out to you here?


32 responses to “Astros’ 2025: Defining clutch”
Clutch is Dan putting out a new article in his usual timely manner. <smile>
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Thanks Sarge
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Just looking at this stuff briefly, two regular players stand out as not very good or flat out bad, depending on the category. Both are free swingers, both don’t work counts. My take is that they make the pitchers job easier in those pressure situations by not forcing good pitches to be thrown. Of course those two guys are Dubon and Diaz.
But how come Yainer was so good in all three categories last year? After Yordan, he was the guy we wanted at the plate in those situations. A year later, he’s fallen off the chart. Clutch stats can be so confounding.
Diaz in 2024: RISP BA .346, OBP .353, SLG .509, OPS, 862.
RISP 2 OUTS BA .299, OBP .329, SLG .552, OPS, .881.
L & C BA .350, OBP .384, SLG .588, OPS .971.
Those are elite pressure stats. What happened to Yainer? Those 2024 stats give me hope that with the right direction and commitment, he can become an excellent hitter again. It’s not time to trade him yet.
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Have to agree with you Dave. Diaz was not one to take a lot of walks but he sure knew what to do when he hit one. He is not making them pitch to him.
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I have to agree with you Dave about Diaz – the talent is there but he’s just not forcing them to pitch to him – he’s letting them get him out on the pitcher’s pitch.
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I don’t know, I’m not in the building, but I’ll spit ball what could be a bad theory.
Yainer was at his best when he wasn’t the everyday catcher. The first year of his career he posted a .846 OPS. He was exactly the guy I thought I saw in his minor league numbers. But he also sat around for a year playing behind a guy who had the job over him because of defense and game management. And he listened to a catcher and a manager both tell him – probably even more so behind the curtain – that his hitting is nice but it’s not his focus. So here we are.
Early in the offseason last year I had hoped he would be moved to 1B, because I wanted him to start focusing on paying attention to how pitchers wanted to handle his bat. I didn’t want any of his time spent on game preparation, but I would guess at least 60-70% of his pre-game ritual is spent in a room with a computer figuring out how his starter is going to pitch each hitter. He probably has a bunch of smart people around him helping him do that, but he is there too. And that is time he is not spending watching film on his own batting and what pitchers are doing to him. As much as I appreciate Joe more than I did Dusty, we have to remember Joe is still Dusty’s understudy. Yes, he does a lot of things differently. But there is also a lot being done we can’t see that is probably the same.
Or maybe I’m over thinking it. Maybe he just can’t adjust to the slider because for all the natural talent he has in a batters box, he just can’t pick up spin, and pitchers just adjusted to him.
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Good morning.
I was kind of hoping that when Yordan got back he’d settle right in, hit the ball and the rest of the line up would follow. Well, he sure did, but they sure did not.
Maybe Arlington will be a good place for the Astros this weekend. The Strangers know that this is pretty much their last stand. Pre-playoff atmosphere?
It’s a tough road ahead. Time for our boys to draw from the Astros gene pool.
On another note, That was the worst performance ever by an MLB umpire crew that I’ve ever seen. And on one more note, Aaron Boone is a real, total butt hole.
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Years ago I read an article, and I don’t even remember by who or where anywhere, but it stuck with me so much that I still believe in the premise today – generally speaking, long term, there is no such thing as a clutch gene. Short term samples give all kinds of weird anomalies – I remember a few years ago how we were all amazed in that roughly his first 400 at bats Singleton actually had a higher batting average against lefties than righties, particularly because when you watch him bat against lefties he might as well walked up there with broom stick.
That said, I think the Astros approach isn’t the best approach in times when a pitcher may “bear down”, add a tick to his fastball or focus a little more on hitting that spot in the little square we see on TV. Like, they have guys that are little better at forcing their pitch than they had in those free swinging lineups of 2023-2024 teams, but generally speaking there are still a lot of at bats going to the Yainers and Altuves and Walkers of the world to affect the overall numbers. Even Pena still has at bats where its frustrating even if he is better. They just don’t do enough, as a team, to force pitchers to come to them when they need to force it because they are willing to swing outside that little box. Even 2 inches out of that box turns it into you hitting the pitch the pitcher wants you to hit.
Personally I think the Astros have been due a change in hitting coaches for a long time now. I don’t like blaming coaches for Diaz or Altuve or Pena being “free swingers” or Walker getting to 34, but at least it’s something to show some accountability.
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I’ll assume you’re referencing this NYT article:
https://www.nytimes.com/athletic/4967981/2023/10/19/mlb-playoffs-analytics-clutch-stats/
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Steven – I just don’t know what to think about Diaz. Is it because he is spending so much time studying the other team’s hitters. Well, I assume he was doing that last season also and he had a much better year than this year.
Have they caught up with him and decided that they can pitch him low breaking balls out of the zone most of the time? Maybe. It is confusing when a guy falls off like this.
It is just like – if the hitting coaches are so bad – why is Pena better this year (recent at bats to the contrary)? Is it all on what he did to improve without them?
I would like to see accountability. But I am not sure that overcomes flawed or aging hitters.
Daveb – yes, Yordan is going nutso since he returned. Raised his BA .069 points and his OPS .166 pts in just 9 games. But the team goes 1 for 11 with RISP last night.
Frustrating game – if they don’t give up those 4 runs in the 8th – I think they come back and win that game.
Even after reading about the Trammell bat incident – I don’t clearly understand it. Even if he shaved down the bat a bit at the label – what the hell does that do to help you? Corking a bat I understand as an aide. This I don’t.
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Dan, I also point to terrible game planning. In my opinion, a bit of fussing at the free swingers and a team wide dedication to working the count would really turn things around. But, if no one enforces this, we see what we currently have.
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Thoughts
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Obviously, the plate umpire was watching a different game… As to the bat incident, they cater to NY.
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Dan, today might be one of those tipping point days. degrom on the mound tonight. Hunter too. Our pen is battling but those 3 extra innings of pitches sure did not help. I’m also not sure if Lance likes his job well enough to do it. If things get a bit more drastic, Ullola could finally get the call, even with all those free bases he’s given away.
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Dan, yeah, I keep looking at it from the perspective that we ARE still in it with 21 to go and we’ll still be in first place by the end of the weekend. At the same time, I’m also guilty of wondering if it’s all going to fall apart any day now.
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Now Ort to the IL? Lord help us.
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Per my policy, I turn the TV off once we reach Manfred time. Gosh, that must have been an excruciating last three “innings” to watch. I hope those of you who subjected themselves to the ineptness of our batter’s last night are recovering well.
We still lead by 3.5 games. The Mariners have lost 15 of their last 21 games. Make no mistake, they are keeping us in first place. And they will get home on Monday where they typically start winning. However, the Rangers might well be our biggest threat at this point. I’m just looking for 1 win in Arlington. That’s all. Is that too much?
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It was a tough watch Dave – though the bullpen did a great job (I don’t really consider Lance part of the bullpen). The hitting is very disturbing because these guys are better than this. I know I should say they are what they are – but we’ve seen these guys do better many times before.
I too have been more worried about the Rangers lately. If they sweep us – I think we are in trouble. We win one of the next two – not so bad.
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On the flip side Dan, we’ve been in trouble since April. Sometimes I do wonder if Joe Espada just does not have the leadership gene some players need. I’ve also got to say that he has not had an uneventful month all year, even when his guys had the solid July. I feel a bit sorry for him.
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Thoughts
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Dan, coincidently, France pitched last night. His stats:
5 inings
3 hits
1 run (earned) (HR)
1 walk
3 Ks
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We keep worrying about Seattle but coming up fast are the Rangers and they are licking their chops. Hate to say it but LMJ is toast. If and that’s a big if they make the playoffs he won’t be on the roster unless there is no alternative. It’s pretty sad to think he was so good a few years back but I wouldn’t give you a plug nickel for him now. The season isn’t over but there will need to be some significant changes for 2026 and Isaac Paredes better be in the line up everyday. And how many of us have advocating trading Framber at the deadline. That ship has sailed and we’re standing on the dock looking for the next boat.
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The management needs to approach McCullers, in the offseason, and somehow come to an agreement to buy out the rest of his contract. That would do three things, clear his contract off the books for next season, clear more money for another player, and clear a spot on the 40 man roster.
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Defining clutch would not be having a runner on second base with nobody out for three straight innings and not scoring. Pathetic!
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But on the positive side… oh there ain’t no frigging positive side to last night’s offense.
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Pretty sure Espada begged to differ, gave everyone a pat on the back after the game and told them how well they played, then handed out tickets so they could redeem their soda at the concession stand and head home.
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Devin, it worked! They put 97 pitches on degrom early and then pillaged their pen! If there is one thing consistent with our guys, it’s that they have short memories.
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Good morning! I’d like to see our Astros put up similar results two days in a row.
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Unfortunately, the Astros once again showed how short their memories are. More uninspired baseball today.
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It’s not every day you see three base advances on a passed ball. Special stuff!
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Good morning everyone! That’s all I’ve got to say.
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Thoughts
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