We are still sticking with Ford! Despite a few good but not fantastic minor league seasons and some catching glove ambiguity, Ford presents a high-upside combo of power and discipline. As you can see from a teaser of our new site + rankings, we back Ford to seize the Nats C job!
06.03.2026 22:14
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Coastal Crushers, Mountain Mashers, and More: The Key NL West Prospects to Watch in 2026
What to watch for and expect from players in each system entering pivotal seasons (final installment!)
Our "prospect to watch" breakdown series concludes with the NL West! Featuring big names Charlie Condon and Ethan Salas, see what about them and others makes them our number one guys to lock in on for 2026!
05.03.2026 22:17
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Post-Season 2024, we debuted Hot Take Tuesday with the aggressive claim that McGonigle was a top 5 hitting prospect. One season later, he's a consensus top 5 guy, and he turned that XBH into HR! True K zone understanding + a good hit tool both scale up well with maturity!
04.03.2026 22:05
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Post-Season 2024, we debuted Hot Take Tuesday with the aggressive claim that McGonigle was a top 5 hitting prospect. One season later, he's a consensus top 5 guy, and he turned that XBH into HR! True K zone understanding + a good hit tool both scale up well with maturity!
04.03.2026 22:05
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Infographic card for Cleveland Guardians first baseman Kyle Manzardo. Top left shows a photo of Manzardo in his Guardians uniform holding a bat. Below his name are three career outcome probabilities: Contributor 70%, Regular 69%, Star 36%, with a green Confidence Meter bar.
Top right shows a Relative Statistics bar chart with six metrics compared to league baseline (1.0 dashed line): rAge 1.18, rBB 1.39, rK 1.29, rHR 1.92 (tallest bar, dark green), rXBH 1.45, and r1B 0.78 (below baseline, gray).
Bottom is a Career Outcome Probabilities line chart. The x-axis shows Future Average WAR Per Season (0β5), the y-axis shows Probability of Achieving (0β100%). The curve starts near 70% at 0 WAR, holds relatively flat through 1 WAR, then drops steadily, reaching roughly 25% at 3 WAR and near 0% at 5 WAR. Closest historical comp listed: Lucas Duda, 2010 season.
Ye ole Oyster Model loved Manzardo! He's an example of two things: mature HR power often takes some time to surface in MLB, and 1B have to be top-notch hitters to generate massive value. Note Manzardo's high floor (with our old scale) and relatively lower ceiling.
03.03.2026 21:59
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All You Need to Know in Three Sentences Arroyo has become a contact-only hitter after a missed 2024 due to injury, which appears to have sapped his power. He gets good reviews fielding at shortstop, so thatβs not necessarily a death sentence, but it is worrying that his discipline is also poor. He did have an above-average year in Double-A as a 21-year-old, so heβs clearly still got something, but we do think our model over-aggressive since it canβt fully account for the specifics of his injury situation. Edward Florentino (PIT) A Humanβs Take on the Model Output This spot is perfect for him. Heβs got a wide range of predictions from top 10s from some analysts to outside of the FanGraphs top 100. Heβs exceptional at what he does, but still so young, and if he does what he did last year in High-A and Double-A, he will rocket up boards.
We're hard at work on our preseason top 100! What's one take that you think our model has bang on? And who will we regret missing the boat on?
02.03.2026 19:52
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There he goes again! With maturity comes strength and power, and he has hit over a quarter of last year's 7 HR total in Spring Training. Even if homers don't come as a teen, they might come later. We'll see if he can maintain his momentum into the regular season!
01.03.2026 23:45
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Big thanks to Lindsay! We enjoyed talking Braves prospects, including the underrated John Gil!
25.02.2026 17:42
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The Oyster Guide to ABS Challenge Efficiency
When, where, and why to challenge ft. Nietzsche, Cher, and Count Von Count
We're excited to wade into the ABS Challenge discussion with our strategy guide to maximizing challenge usage! We've taken count, situation, inning, pitch location (and more), and broken down ideal challenge behavior with clear, distilled points:
25.02.2026 17:46
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This episode? It's a very Effectively Wild episode. What does that mean? Heavy challenge system stats talk preceded by centaurs and hemorrhoids, obviously.
26.02.2026 20:53
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Also, the viewing of the challenge results has some entertainment and drama, which is fun. I don't think we share the same opinion on this, but I think yours is 100% valid and well thought out, especially on the "why donate time and effort to something only to still get it wrong" point!
27.02.2026 17:46
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I agree somewhat, but I also think a lot of this revolves around how you value pitch framing. I like it, but I can understand people who don't care if that's a part of the game. In tennis, the scale was clearly in the "get it 100% right" camp, but this is different.
27.02.2026 17:44
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We don't doubt that more massive HR will be in Jones' future, but we are wary of his sky-high K rates. Without Judge-esque patience, he'll need to find an OBP tool to complement his elite power, and at his age, it's challenging. If he blooms late, he's got a superstar ceiling!
21.02.2026 23:37
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Brewer Bash Bros, Cardinal Catchers, and More: The Key NL Central Prospects to Watch in 2026
What to watch for and expect from players in each system entering pivotal seasons
The NL Central's glut of hitting prospects makes their organizations among those to keep an eye on in 2026, and today's piece focuses on the names we'll be closely following. Big slugging bats, elite catchers, and young phenoms galore!
19.02.2026 22:39
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Player profile graphic for Josuar Gonzalez (SFG) from Oyster Analytics. Ranked #1414 overall and #52 SFG prospect. Left panel shows relative hitting metrics vs. league average: Development Speed 0.70, Discipline 0.41, Avoid Strikeouts 0.74, Contact 1.00, Gap Power 1.06, Home Run Power 0.64, and negative Lift (-0.67). Comparison listed: Jose Ramos (2022). Right panel shows career outcome probabilities (Contributor, Regular, Star), all currently displayed at 0%, with an empty probability chart and a low confidence meter at the bottom.
Josuar Gonzalez is the prime example of how our model is difficult to sway based on purely DSL stats. We personally think that his high ceiling tools make him a notable prospect, but his performance in the DSL was not in the "beyond elite" tier. He's a guy we will be watching in '26!
18.02.2026 19:09
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What Really Counts? Unpacking What Balls and Strikes Truly Mean for Expected Outcomes
We go beyond the stats you see on TV to provide the real scoop on the impact of count
Ah-Ah-Ah! Today, we (and Count von Count) are here to talk about why count advantages and disadvantages aren't quite what they seem! While good counts are better than bad, accounting for factors like P&H quality and times through order shrinks the gap!
12.02.2026 21:21
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Eddy Alvarez speed skating for Team USA.
This #hottaketuesday, we have a fun thread in honor of the Winter Olympics... in what winter sports would the game's top prospects best fit? Shout out to Eddy Alvarez, Olympic Speed Skater/ MLB utility threat! (Also, no AI used here; this is purely from the Oyster brain trust)
11.02.2026 00:32
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Blaze Alexander makes a throw for the D-Backs.
Blaze Alexander is a good fit for the O's! In our piece breaking down the O's post-Alonso and Ward, we still highlighted the team's relative weakness vs. lefties. Alexander is both a strong utility IF and OF, and hits lefties well, and could see PT as 2B and CF!
06.02.2026 23:02
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Shortstops, Sluggers, and Speedsters: The Key NL East Prospects to Watch in 2026
What to watch for and expect from players in each system entering pivotal seasons
Next division up: the NL East! We go in-depth into some guys we'll be watching closely in 2026, including Phillies speedster Justin Crawford and Mets big bat Ryan Clifford, both of whom are Oyster favorites! They're both in our top-15, and we're eager to see if our enthusiasm is warranted!
05.02.2026 22:46
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O's-ter Analytics
Podcast Episode Β· On The Verge | An Orioles Prospect Podcast Β· 02/03/2026 Β· 57m
Talking Orioles hitting prospects and more with
@oysteranalytics.bsky.social
! What does their model tell us about Samuel Basallo, Nate George, Aron Estrada and others?
Apple: bit.ly/4qfeZ8q
Spotify: bit.ly/4kidipx
YouTube: bit.ly/4aa0Nrn
03.02.2026 13:10
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Ben Malgeri, Detroit Tigers prospect (#214 Overall, #7 DET). Career probabilities: 16% Contributor, 16% Regular, 2% Star. Relative Stats (standard deviations from league average, compared to Alfredo Silverio 2011): Dev Spd -0.42, Disc -0.40, Avoid K +0.12, Contact +0.97, Gap Pwr +1.91 (strongest skill), HR Pwr +0.24, Lift +0.34. Career Outcome Probabilities chart shows horizontal bars for achieving different Prime WAR per season levels (0-5 WAR), with highest probability at Contributor level (0-1 WAR, ~50%), declining through Regular (~30% at 1-2 WAR) and Star levels (minimal at 3+ WAR). Green confidence meter shown at bottom.
Thanks again to @tigersmlreport.bsky.social for having us on their pod! Malgeri is the prototypical Oyster sleeper. Totally off the radar for most, his solid hitting profile and positional upside give him an outside chance at a utility role. Watch out for his sneaky gap power!
02.02.2026 19:33
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The old standard was also measuring on "per season career-wide," which kept a lot of the guys that you mentioned out. We also employed a min WAR threshold to be considered, which I cannot recall now.
30.01.2026 22:41
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Baseball prospect evaluation card for Jacob Wilson wearing Oakland Athletics uniform. Shows 99% Contributor probability, 84% Regular, 54% Star. Bar chart displays relative stats: rAge 1.10, rBB 0.55, rK 3.14, rHR 1.49, rXBH 2.71, r1B 1.74. Line graph shows career outcome probabilities declining from 99% at 0 WAR to 25% at 4 WAR per season.
We loved Wilson pre-2024, and with the bag secured, he's more than on his way to "star" status! Still an elite contact hitter with some power and a decent glove, he's solidified himself as a key part of the A's core!
30.01.2026 20:31
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In Keith Law's #94 rank of Seaver King, Law cites King's big AFL campaign in his aggressive evaluation of the SS, but we are a bit wary. In our AFL piece (link in replies), we looked at regular-season strugglers who went off in the AFL and found that they had underwhelming career outcomes.
26.01.2026 18:21
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I'd imagine the same. But he also gives them SS depth now if they wish, as Ortiz has been so-so there.
23.01.2026 23:01
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βGraphic profile of New York Mets prospect Jett Williams. The top section lists his name, team (NYM), and projected career outcome probabilities: 90% chance of Contributor, 90% chance of Regular, and 53% chance of Star. Badges display #15 Overall and #2 NYM Prospect rankings.
Left panel: relative hitting traits with descriptors. Development Speed 1.53 (very strong). Gap Power 1.49 (very strong). Discipline 0.93 (solidly above average). Lift 0.59 (above average). Home Run Power 0.27 (slightly above average). Contact 0.21 (slightly above average). Strikeout Avoidance 0.13 (a bit above average). Player comp listed as George Lombard Jr., 2025.
Right panel: interpretation of the projected career outcomes.
The distribution indicates that Williams is overwhelmingly likely to produce in the ContributorβtoβRegular range during his prime seasons. The largest share of probability sits in the lowβtoβmoderate WAR tiers, showing a high likelihood of becoming at least a dependable everyday MLB player. There is also a meaningful amount of probability extending into the upperβWAR ranges, reflecting a substantial 53% chance of reaching Starβlevel performanceβmuch higher than typical for a prospect. However, the probabilities gradually thin out as WAR levels increase, indicating that while a starβlevel ceiling is clearly in play, sustained highβend production is less likely than more moderate but solid outcomes. A confidence meter runs along the bottom.β
Williams, who was our Mets #2 prospect and now Milwaukee's #2 (post-trade updates coming soon!), is one of our favorite players! He's a prime example of a sneaky hitting threat: he's got XBH power in spades, great lift rates, and has great BB ability. Also + SS or CF potential!
23.01.2026 22:33
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What a Data Driven Rankings System Makes of the New Baseball America Top 100
We explore what key similarities and differences in BA and Oyster rankings tell us about top prospects, scouting, and modeling
Check out our take on Baseball America's 2026 Top-100! We highlight some of our agreements and disagreements, and go deeper into how our model evaluates players. We also answer a burning question: Why is Konnor Griffin so low in our rankings?
22.01.2026 20:18
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The Rankings Audit: How Good Are Mainstream Prospect Rankings Really?
We look back on Fangraphs, Baseball America, and MLB Pipeline rankings between 2017-2021 and discuss how they compare, what they do well, and what they miss
In the lead-up to tomorrow's article giving our takes on some of Baseball America's 2026 top 100, we wanted to showcase our prior work on the major prospect ranking outlets, what they do well, where they miss, and the strengths and weaknesses of each!
22.01.2026 01:45
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Vs RHP, the blue distribution with Robert Jr. is shifted to the right of the yellow distribution, indicating higher expected run scoring. Vertical dashed lines mark the means, with the lineup including Robert Jr. averaging about 5.41 runs per game compared to about 5.36 without him.
Vs LHP, the comparison shows a smaller rightward shift when Robert Jr. is included. The mean run expectancy increases slightly, from roughly 5.30 runs per game without Robert Jr. to about 5.32 with Robert Jr., indicating a modest offensive boost against left-handed pitching.
What impact will Robert Jr. have on the Mets? Despite being worse vs. RHP, Robert Jr. upgrades the lineup more vs. righties, as Tyrone Taylor has well-below avg. splits vs. RHP. Robert Jr. projects to be a below-average hitter overall, and the Mets will hope he can find his old form!
21.01.2026 06:09
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