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Trying To Find Hidden Gems With BB/K – 2022-23 Edition

By Darragh McDonald | November 21, 2022 at 9:26pm CDT

Last offseason, I tried to find under-the-radar minor league prospects by looking at how much a hitter walked and struck out. Sometimes, these stats can indicate a hitter has a keen eye at the plate which will help them succeed as they move up the minor league ladder. I used Mookie Betts and Jose Ramirez as examples of young players who had strong BB/K rates in the minors who then went on to have greater MLB success than many prospect evaluators had projected.

Looking at 2021 stats, I highlighted players who had 300 or more plate appearances at Double-A and/or Triple-A and a BB/K rate of 1.00 or higher. Did this help us find hidden gems? Let’s look at the results before moving on to this year’s crop. The names on the list were Alejo Lopez, Isaac Paredes, Steven Kwan, Tyler White, Cooper Hummel and Jonah Bride.

Two of these players had breakout years in 2022. Kwan made his MLB debut and had a tremendous season on both sides of the ball. He provided excellent outfield defense and continued his great work at the plate, walking more than he struck out at the major league level. He had a season strong enough he could have won Rookie of the Year honors in another year, but he had to settle for third this year due to an incredible batch of rookie campaigns that also included Julio Rodriguez and Adley Rutschman. The other breakout was Paredes, who was traded to the Rays in April as part of the Austin Meadows deal. He hit 20 home runs in 111 games while posting walk and strikeout rates that were both better than league average. Paredes is less of a hidden gem since he snuck onto the back end of Baseball America’s top 100 in 2019 and 2020, though he had fallen off in the two subsequent seasons. Kwan never made it onto the top 100 and only made the top 30 among Cleveland farmhands for the first time going into 2022, coming in at #27. FanGraphs, it’s worth noting, was far more bullish, slotting Kwan third in the Guardians system and 57th overall heading into the year.

Most of the rest of the group is TBD, as they only got limited MLB appearances. Lopez was frequently optioned and got into 61 games in the majors, still proving very tough to strike out but not doing much damage when he did connect. Hummel struggled in his first 66 games but still hit very well in the minors, walking in 15.4% of his plate appearances and slashing .310/.423/.527. The Mariners must be intrigued by him, since they just traded Kyle Lewis to get him from the Diamondbacks. Bride made his MLB debut and scuffled in 58 games but hit .342/.453/.568 in the minors while still walking more than he struck out. As for White, he was 31 last year and only really plays first base, making it hard for him to carve out a role on a major league team. He started the year in the Brewers’ system but was acquired by the Braves in a midseason trade. Between the Triple-A teams of the two organizations, he had another decent season at the plate, walking in 16% of his appearances while striking out just 20.1% of the time.

Out of six guys highlighted last year, two became MLB regulars, two didn’t immediately hit the ground running but still hit well in the minors and another two were sort of mediocre. It’s not a perfect system but not a bad shorthand, in my opinion. A common theme you will see with the players below is their strike zone discipline often comes with a lack of power. In order to turn this profile into a breakout, that usually means the hitter needs to get stronger or change their approach slightly. In the case of Paredes, he seems to have started selling out more in 2022, as his strikeout rate climbed but so did his isolated power. Kwan didn’t add power, only going deep six times, but his on-base skills were combined with speed and defense to help him be an all-around producer.

If we look at the 2022 numbers, can we find next year’s Kwan or Paredes? Even if that’s setting our sights too high, some of these guys are Rule 5 eligible and could be candidates to be nabbed in next month’s draft. Let’s take a look at the players with a BB/K rate at 1.00 or above with 300 or more plate appearances at Double-A and/or Triple-A in 2022.

Michael Stefanic, infielder, Angels, BB/K rate at Triple-A: 2.18

Stefanic got 346 plate appearances in Triple-A this year, walking in 13.9% of them while striking out just 6.4% of the time. He didn’t provide much power, however, hitting only four home runs in that time despite playing in the hitter-friendly Pacific Coast League. His final batting line there was .314/.422/.425 for a wRC+ of 122. He also got into 25 major league games without finding much success. It’s a somewhat similar profile to another Angels infielder in David Fletcher. Stefanic was an undrafted free agent, has never been on BA’s top 100 and only cracked the Angels’ top 30 for the first time a year ago. He’ll turn 27 in February.

Nick Dunn, infielder, Cardinals, BB/K rate at Double-A: 1.50

The Cardinals seem to have a knack for turning their lesser draft picks into solid major leaguers, so it shouldn’t be a surprise to see a couple of them on this list. Dunn was selected in the fifth round in 2018 and has never cracked a BA list of top prospects in the system, though he was mentioned at FanGraphs, where Eric Longenhagen called him “a free-swinging Brendan Donovan — same hair and everything.” In 2022, Dunn got 472 plate appearances and walked 13.3% of the time while striking out at just a 8.9% clip. Similar to Stefanic, it hasn’t resulted in much power, with Dunn only hitting seven long balls on the year, which was a career high. He’ll be 26 in January. He’s eligible to be selected in next month’s Rule 5 draft.

John Nogowski, first base/outfielder, free agent, BB/K rate at Double-A and Triple-A: 1.08

Nogowski got some brief MLB looks in 2020 and 2021 and couldn’t do much with them. He split 2022 between Atlanta’s and Washington’s system, getting 483 plate appearances while walking more than he struck out. Similar to the players above him, it didn’t result in much power, as he went deep eight times and produced a batting line of .248/.366/.362. A 34th-round draft pick from 2014, he’s never been on a team prospect list at BA or FanGraphs. He’ll turn 30 in January.

Willians Astudillo, utility player, free agent, BB/K rate at Triple-A: 1.06

It’s likely that you’re already familiar with “La Tortuga” since he’s appeared in the majors for the past five years and has become a fan favorite. He hardly ever strikes out but also hardly ever walks or goes deep, which is why he’s had trouble sticking in the majors despite incredible bat-to-ball skills. He spent most of this year in Triple-A for the Marlins, hitting very well down there. However, he’s now 31 and hasn’t produced much over 588 career plate appearances in the majors.

Vinnie Pasquantino, first base, Royals, BB/K rate at Triple-A: 1.03

This one is the hardest to call a hidden gem since Pasquantino is already on display. That being said, the 11th round draft pick from 2019 wasn’t a highly-touted prospect until a strong 2021 campaign got him onto the list of top farmhands in the Royals’ system from both BA and FanGraphs going into 2022. He got called up in late June and acclimated to big league pitching immediately. He had already walked more than he struck out at Triple-A in the first half of the year and then did the same in the show. He also went deep 18 times in Triple-A and 10 times in the majors. He only has 298 MLB plate appearances but the signs are pointing to him being the real deal. He just turned 25 last month.

Evan Mendoza, infielder, Cardinals, BB/K rate at Triple-A: 1.00

Another Cardinal, Mendoza was an 11th round draft pick in 2017. In 421 plate appearances this year, his strikeouts and walks came out even at 56. Unfortunately, like some others on this list, his contact wasn’t terribly productive, resulting in a slash line of .247/.348/.325. He did add a speed element to his game recently, though, swiping 15 bags last year and 17 this year. With the new rules coming into play that encourage more baserunning, perhaps his on-base skills will help him prove valuable. He’s never cracked the top 30 prospects in the system at either BA or FanGraphs, though FG did put him at #34 back in 2018. He’s eligible to be selected in the upcoming Rule 5 draft.

Tanner Morris, infielder, Blue Jays, BB/K rate at Double-A and Triple-A: 1.00

Morris began his year in Double-A, getting 186 plate appearances with matching 16.1% walk and strikeout rates. He hit five homers in that sample while slashing an excellent .312/.430/.468. He got bumped to Triple-A but couldn’t keep things rolling, perhaps due to a .233 BABIP, as he hit .173/.352/.173 in 126 plate appearances there. However, he again posted matching walk and strikeout rates of 19.8%, meaning he finished the year with rates of 17.6% over 312 plate appearances between the two levels. He then went to the Arizona Fall League and got into 15 games, walking 15 times against nine Ks for a batting line of .279/.466/.372. A fifth round pick from 2019, he’s been on the back end of Toronto prospect lists over the past few years. He recently turned 25 and is Rule 5 eligible.

Bryce Windham, catcher, Cubs, BB/K rate at Double-A: 1.00

A 32nd round pick of the 2019 draft, Windham got 304 plate appearances at Double-A this year, finishing with walk and strikeout totals of 44, a 14.5% rate for each. It was quite tepid production overall, leading to a batting line of just .202/.322/.289, though his .227 BABIP was well below his previous seasons. He’s never been listed as a top prospect in the system by either BA or FanGraphs. He recently turned 26 and is Rule 5 eligible.

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Chicago Cubs Kansas City Royals Los Angeles Angels MLBTR Originals St. Louis Cardinals Toronto Blue Jays Bryce Windham Evan Mendoza John Nogowski Michael Stefanic Nick Dunn Tanner Morris Vinnie Pasquantino Willians Astudillo

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Post a Comment

25 Comments

  1. User 3044878754

    3 years ago

    Juan Brito , Guardians

    He’s the reason the Guards dumped Nolan Jones

    1
    Reply
    • YourDreamGM

      3 years ago

      I thought it was to pick up a prospect they liked even better that didn’t need to be on 40 man.

      Reply
      • JeffreyChungus

        3 years ago

        Brito was added to the 40-man

        mlbtraderumors.com/2022/11/guardians-dfa-anthony-g…

        1
        Reply
        • YourDreamGM

          3 years ago

          Excellent work. Was afraid no one was paying attention on here anymore.

          Reply
  2. bhambrave

    3 years ago

    You won’t find any Braves in this category. They don’t seem to care about plate discipline.

    2
    Reply
    • Dub333

      3 years ago

      Actually braves have 2 players in this category – both with a 1.3 rate (which is higher than anyone on this list).

      Reply
      • bhambrave

        3 years ago

        That’s in spite of the organization, not because of it. I should have said many, not any.

        Reply
        • Dub333

          3 years ago

          Yes, the org has an approach to hitting at the MLB level – but look through the minors, they seem to care more about k:BB rate there.

          Probably, like this article posits, they think it points to success at MLB.

          Reply
  3. LordD99

    3 years ago

    You’re correct. It’s hard to call Pasquantino a hidden gem, but of all the players on this list, he’s the one likely to have a big impact.

    6
    Reply
  4. Kruk's Beer League

    3 years ago

    Hope the Reds and Pirates are paying attention. Half this list is Rule V eligible. Get talent any way you can.

    3
    Reply
    • King Floch

      3 years ago

      Exactly. Most Rule 5 picks don’t amount to much, but sometimes they turn into an Anthony Santander, who just put up 33 dingers and a 117 OPS+ for the O’s this year (thanks for not protecting him, Cleveland!).

      1
      Reply
  5. danm-6

    3 years ago

    I am a Tanner Morris fan. Would love to see the Reds give him a chance in Rule 5.

    I could see Morris turning into another Brendan Donovan type… or, dare I say, (if he develops a little more pop), a left-handed Chris Taylor type of guy?

    (Okay, I couldn’t resist the Taylor comparison… with both Morris and Taylor being former SS from UVA, picked in the 5th round.)

    3
    Reply
    • KamKid

      3 years ago

      As a Jays fan, I’m a little surprised they didn’t protect Morris. He seems like such a high floor guy that could easily stick on a bench on a non contender. Plus, I feel like Otto Lopez can’t just play out his last option year in Buffalo and given he has similar skillsets to Espinal who is their only real cover at SS and Merrifield who is on a guaranteed contract, Lopez kind of feels like he might be a trade piece (or he allows the Jays to sell higher on Espinal if they feel comfortable with Lopez at SS). At any rate, I feel like that trio of guys is a crowd and at least Espinal and Lopez probably have some trade value. Morris could be the in house replacement high floor depth guy at AAA with all his options remaining. My understanding is that his glove isn’t great. Generally, you want your bench pieces to provide some defensive value. So maybe that’s why they left him exposed.

      Reply
  6. HalosHeavenJJ

    3 years ago

    Stefanic. He’s hit at every level. It was supposed to be his glove holding him back.

    He didn’t hit at the MLB level. Looked over matched to me. Pitchers went right after him.

    I do think he deserves a big league camp invite. Don’t think he’ll make the roster.

    Would love to eat crow if he has a breakout year.

    5
    Reply
    • Halo11Fan

      3 years ago

      I like the kid as well, but I’m not sure how he’ll beat anyone out.

      1
      Reply
    • bkbkbkbk

      3 years ago

      He got like 2 weeks to show, that’s insane. He should be taking reps at 1st and/or LF as way to spell Walsh the OF. It was wild that he got so little a look with us out 25 games while we trotted out McKinnon, goose and the rest of the bad news halos.

      3
      Reply
      • Halo11Fan

        3 years ago

        Stefanic is 5’ 10”. He’s not a first baseman. Doesn’t have the power you want in a corner outfield. He’s a utility infielder. And he’s more suspect than prospect. I like the kid, but he’s a trade or injury away from having a chance to make this team

        Reply
  7. hoof hearted

    3 years ago

    Austudio’s 16hr over 580 plate appearances isn’t “hardly goes deep”
    70 rbi’s is a fair amount t of production for those 580ish PA’s.
    Can you imagine him in the #2 hole? Can you say”hit and run”?

    3
    Reply
  8. Sideline Redwine

    3 years ago

    I saw Paredes make enough outs in key situations to not consider him a gem. That batter’s eye? He took good pitches when he needed to get hits (a walk is not always as good as a hit…). Hoping he improves. But with metrics telling him walks are as good as hits? I expect little. Remember, the goal is not to have a high obp, it is to score runs and win games.

    Reply
  9. Stevil

    3 years ago

    This is certainly one of the things teams that have scouted Yoshida took notice of. He had 82 BBs, 42 Ks. At age 29, he isn’t exactly a prospect, but his NPB experience has value nonetheless.

    1
    Reply
  10. eatonculo

    3 years ago

    Mendoza also has a great glove. He plays every position on the infield. At one point, he was considered the best glove in the system, even at shortstop. Not sure about now, since he doesn’t get a lot of ink.

    Reply
  11. BenBenBen

    3 years ago

    Go home MLBTR, you’re drunk. This isn’t Fangraphs.

    Reply
  12. Hello, Newman

    3 years ago

    It’s scary thinking the Paredes trade might be one of Avila’s biggest mistakes. The kick in shins, DET is now in the 3b market-6 months and 66 wins later.
    Ohh, and Meadows worked part time-remote.

    Reply
  13. Ron Hayes

    3 years ago

    Hoy Park.

    Reply
  14. rodcarew

    3 years ago

    In 2017, I watched John Nogowski play for the Sioux City Explores in Sioux City. Then later that year, I went down to visit family in Springfield Missouri and was surprised to see him playing first base for the Cardinals AA team!

    Reply

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