Why These MLB Season Predictions for 2025 Will Change Everything You Know About Baseball
Aaron Holmes 
Baseball fans might witness something unprecedented in 2025 – the American League playoff field could see a complete transformation from last year. Statistical models show a 2% chance of total turnover, highlighting the unpredictable nature of the upcoming season.
The Los Angeles Dodgers look unstoppable with their projected 102-60 record. They want to surpass the historic 116-win record held jointly by the 1906 Cubs and 2001 Mariners. The American League East stands out as a powerhouse division where all five teams could finish above .500, which shows evidence of exceptional competition.
These compelling predictions for 2025 could reshape our understanding of the season ahead. Bobby Witt Jr.’s rise to stardom with the Royals and the Philadelphia Phillies’ determination to advance further in playoffs than previous years mark significant storylines to watch.
The Evolution of MLB Season Predictions: From Gut Feeling to Data Science
Baseball’s love affair with statistics goes back almost two centuries. The way we predict MLB seasons has seen remarkable changes over time [1]. Simple box scores and batting averages have grown into a sophisticated science that shapes every aspect of the game.
How Predictions have Changed over Baseball History
Baseball’s early predictions relied on intuition, experience, and simple statistics. The core team and scouts trusted their “baseball gut” – that natural feel for the game they developed through years of experience. This approach often resulted in inconsistent outcomes and biased decisions.
The game changed in the early 1980s when “sabermetrics” emerged – the empirical analysis of baseball through statistics [1]. This scientific approach let teams forecast results based on previous data. Teams could analyze on-field performance through objective metrics and make decisions with statistical insights rather than gut feelings [1].
Prediction models took a giant leap forward in 2015 with two major developments. FiveThirtyEight introduced its MLB team ratings during the postseason. They created interactive graphics that showed upcoming games and each team’s chances of making the playoffs or winning the World Series [1]. MLB also launched Statcast, a groundbreaking system that collected and analyzed massive amounts of baseball data in ways never before possible [2].
Modern MLB season predictions use much more sophisticated methods. To cite an instance, see FiveThirtyEight’s Elo-based rating system. It factors in home-field advantage, margin of victory, park effects, era effects, travel, rest, and starting pitchers [1]. This system exploits historical data going back to 1871 to create a detailed model for predicting outcomes [1].
Machine learning has also transformed prediction making. Unlike traditional regression analysis, machine learning algorithms learn and improve from experience. They manage growing performance and injury databases to answer complex questions [3]. These algorithms have proven more accurate than basic regression analyzes in clinical scenarios, marking a substantial advancement in predictive modeling [3].
MLB predictions now use computer estimates that process previous score and pitcher data to predict future games [3]. Modern models can’t account for all variables – human behavior remains unpredictable. Still, they give much more accurate forecasts than earlier approaches.
The Personalities Shaping Today’s Baseball Forecasts
Innovative thinkers who challenged conventional wisdom drove baseball prediction’s rise. Bill James, widely known as the father of sabermetrics, pioneered many statistical methods used today, including game scores that isolate pitching performances [1]. Tangotiger modified James’s approach to create more detailed metrics [1].
MLB teams’ front offices have seen their own fundamental change. General manager positions once belonged to former players. Sabermetrics opened these roles to data analysts who could interpret complex statistics [1]. This has changed how teams make personnel decisions and strategic choices.
Baseball predictions now come from a variety of sources. FiveThirtyEight runs Monte Carlo simulations that play out the season thousands of times. These create probabilistic forecasts instead of simple win-loss predictions [1]. MLB.com asks dozens of writers (59 for the 2025 season) to predict division winners, Wild Card clubs, pennant winners, and World Series champions [4].
The Athletic polls its staff (33 writers for 2025) to predict major award winners and championship outcomes [5]. CBS Sports and other media outlets follow with their expert picks and projections [6].
The sort of thing I love about modern MLB season predictions is their varied approaches. Some analysts focus on team-wide metrics, others on individual player projections. Some emphasize pitcher performance, others offensive output. Some use complex algorithms, others blend statistical analysis with traditional scouting insights.
Despite technological advances, baseball predictions remain an exercise in “fun and futility” [4]. The sport’s natural unpredictability – the “element of the unexpected that gives baseball so much of its charm” [4] – means even the most sophisticated models can be upset by injuries, surprise breakout performances, or simple baseball luck.
Teams that ignore modern predictive analytics put themselves at risk. Chris Fonnesbeck, principal quantitative analyst for the Philadelphia Phillies, explains that evidence-based science now guides decisions in nearly every part of MLB organizations, from draft choices and player development to in-game calls [7].
Breaking Down the 2025 AL East: Why This Could Be Baseball’s Most Competitive Division
The American League East stands out as MLB’s most competitive division. Every team wants to win in 2025. FanGraphs projections show this powerhouse division has just a four-win difference between top and bottom teams. Each club should finish above .500 [8]. This level of competition makes AL East MLB season predictions a real challenge for analysts.
Team-by-Team Analysis and Surprising Contenders
Baltimore Orioles look strong even after ace Corbin Burnes left in free agency. Their young offensive talent keeps pushing them forward. They could win the AL East crown again with a projected 94-68 record [8]. Félix Bautista’s return from Tommy John surgery will boost their bullpen. The rotation raises concerns after Grayson Rodriguez developed elbow inflammation this spring [9].
Boston Red Sox have emerged as many experts’ favorite. The team became a serious contender by adding Garrett Crochet, Alex Bregman, and Walker Buehler. Their projected 92-70 record [8] shows major improvement. Top prospect Kristian Campbell starts at second base on Opening Day. Roman Anthony and Marcelo Mayer might join the team later in 2025.
New York Yankees struggle after a tough spring. Gerrit Cole needs Tommy John surgery. Luis Gil will miss at least three months. Giancarlo Stanton might sit out the season. These setbacks changed their MLB playoff predictions [8]. Max Fried, Paul Goldschmidt, and Cody Bellinger joined the team, but Juan Soto’s exit left a big gap. Their projected 86-76 record [8] shows a drop from their 2024 World Series run.
Toronto Blue Jays should bounce back from last place in 2024. Anthony Santander, Jeff Hoffman, Max Scherzer, and Andrés Giménez joined the team. These additions project to an 87-75 record [8]. Vladimir Guerrero Jr. and Bo Bichette enter contract years and might deliver career-best performances.
Tampa Bay Rays face challenges after finishing below .500 in 2024—their first since 2017 [4]. Junior Caminero could break out this year. McClanahan starts the season injured with nerve issues. The team must play at George M. Steinbrenner Field temporarily. Most of July and August will be road games, leading to a projected 77-85 record [8].
The Key Players who will Determine the Division’s Outcome
Boston’s success depends on Walker Buehler finding his pre-injury form. USA TODAY Sports notes, “Buehler feels like the swing guy in their fortunes” [4]. Three other starters begin the year injured.
Carlos Rodón’s health record looks like a rollercoaster for the Yankees. His availability matters more with Cole out [4]. Rookie Jasson Domínguez must produce in left field, where the Yankees struggled last year [9].
Baltimore needs a new ace. Rodriguez’s injury and Burnes’s departure leave Zach Eflin leading their rotation [9]. Their young hitters excel, but championship dreams need better starting pitching.
Toronto’s hopes rest on Bo Bichette, who “needs a big year to shore up his pending free agency” [4]. The Blue Jays must hit better after their 2024 slump put them behind early.
The 2025 AL East baseball predictions point to an incredibly tight race. Any team could win it all. One analyst said it best: “You could tell me that basically any combination of these teams make the playoffs and it wouldn’t surprise me” [10].
Unexpected MLB Stars Who Will Emerge in 2025 According to Predictions
MLB’s 2025 season promises to showcase new stars who will rise from prospects to become household names. The upcoming season looks ready to produce standout performers. Young talents and veterans seeking comebacks will make their mark.
Young Players on the Verge of Breakout Seasons
The Athletics’ Lawrence Butler leads many analysts’ breakout predictions after his stellar performance in late 2024. His final 61 games showed impressive stats: .300/.345/.553 with 13 home runs and 12 steals [11]. Butler could reach 30/30 potential in 2025, especially since he’ll play at Sacramento’s hitter-friendly Sutter Health Park instead of the spacious Oakland Coliseum.
Wyatt Langford seems ready for his big moment with the Texas Rangers. He placed seventh in Rookie of the Year voting despite ups and downs, and analysts expect 25 home runs and 25 stolen bases from him in 2025 [11]. His rookie season showed remarkable plate discipline with an 86th percentile chase rate [11].
Nationals’ outfielder James Wood brings his towering 6-foot-7 frame and raw talent to the field. His batting practice sound reminds many of Mets legend Darryl Strawberry [11]. Wood’s exceptional eye at the plate and powerful left-handed swing hint at a breakthrough year ahead.
Pete Crow-Armstrong shines as a defensive center fielder, but MLB predictions show his batting will improve in 2025. His first full MLB season stats (.237/.286/.384) [2] should improve in his age-23 campaign, potentially making him one of baseball’s elite center fielders.
Veterans Poised for Career Resurgences
Toronto’s Bo Bichette struggled through 2024 with a .225/.277/.322 line and just four homers in 336 plate appearances [7]. MLB season predictions for 2025 favor his comeback as he approaches free agency. His youth (entering age-27) and strong history before 2024 point to a major rebound [7].
Austin Riley struggled in 2024, playing only 110 games with a 115 OPS+ [7]. His power stayed strong though, with a 93.3 mph average exit velocity ranking 10th in MLB [7]. Predictions for 2025 see him returning to his 2021-23 form as an MVP candidate at age 28.
Shane McClanahan returns from Tommy John surgery as a prime bounce-back candidate. He earned two straight All-Star selections before his August 2023 injury [12]. His spring training shows a healthy 97 mph fastball with movement, and his changeup remains one of baseball’s deadliest weapons [13].
Under-the-Radar International Talent Ready to Shine
Junior Caminero caught Albert Pujols’ attention during Dominican Winter League play, earning high praise about his Hall of Fame potential [11]. Scouts see Gary Sheffield in his exceptional bat speed, while his metrics in barrel percentage, hard-hit rate, and bat speed predict future success [11].
The 2025 international signing period brings fresh talent. Dominican Republic’s switch-hitting shortstop Josuar De Jesus Gonzalez draws comparisons to Francisco Lindor and José Reyes [5]. His 18U World Cup performance (8-for-22 with four extra-base hits) shows his advanced hitting skills [5].
Fellow Dominican Elian Pena shows true five-tool potential. Scouts compare his hitting and power combo to Rafael Devers [5][6]. His plate discipline stands out among prospects his age [5].
Outfielder Yorger Bautista, known as “La Bestia” (The Beast), displays raw power that scouts rank as the best in international baseball over the last five years [5]. His athletic prowess shows in his 6.4-second 60-yard dash time, plus defensive skills, and strong throwing arm [5].
How the Changing MLB Playoff Format Is Affecting 2025 Season Predictions
MLB’s 2022 playoff structure changes continue to alter the map of how teams build their rosters. These changes affect how analysts craft their MLB season predictions for 2025. The new format allows twelve teams instead of ten to make the playoffs, and a best-of-three Wild Card Series now replaces the single-elimination format. This transformation has changed how organizations build their teams and plan their regular season strategy.
Teams Built Specifically for the New Postseason Structure
Baseball’s front offices have adapted their team-building approach to succeed under the current playoff format. The Kansas City Royals represent this strategy well, having “reshaped their bullpen over the last six months, trading for Hunter Harvey and Lucas Erceg last July before signing Carlos Estévez in free agency this offseason” [14]. Teams now recognize that postseason success depends on reliable relievers who can make games shorter.
The Padres’ roster “could be dangerous in October” because their strengths line up with what brings playoff success [15]. They focus on flexible lineups and multiple ace pitchers who can take control in short series.
The defending champion Dodgers have built “one of the most talented rosters of the modern era” [15]. Their front office knows that “the goal is to win the World Series, not 117 regular-season games” [15]. Their roster balances star power with depth to handle October baseball’s unique challenges.
Teams value players with playoff experience or those who excel under pressure more than ever. This explains why playoff-tested veterans get premium contracts despite lower regular season numbers. As a result, MLB predictions favor teams with these specialized rosters over those built just for the 162-game season.
Why Regular Season Records May matter Less Than Ever
Recent evidence shows that regular season success rarely leads to playoff victories under the current format. Teams seeded fifth and sixth “have played 27 series in the last three postseasons” and won “17 of them” [1]. This success rate challenges traditional baseball predictions that favor teams with better regular season records.
A first-round bye might actually hurt championship chances. Teams “with a bye have won only six of 12 series” [1] after their rest period. The Phillies learned this lesson the hard way. They beat the Braves (who had a bye) in the 2022 and 2023 NLDS, got a bye themselves in 2024, and suffered the same fate [1].
Short series randomness makes regular season success less important. Data shows the “best” team wins a best-of-seven series only “55 percent of the time and a best-of-five 54 percent of the time” [1]. Major League Baseball Playoff Predictions for 2025 must consider this unpredictability rather than just picking teams with the best records.
The numbers tell an interesting story. From 1946-1968, when league winners went straight to the World Series, the team with the best record won just “52% of the time” [3]. After 1969’s League Championship Format, that number dropped to “28% through 1993” [3]. Today’s expanded format makes regular season records nowhere near as predictive of playoff success.
Predictions for 2025 now focus on how teams match up in short series instead of their expected win totals. October baseball has become a different game from the regular season marathon.
The Most Controversial MLB Predictions That Could Redefine the 2025 Season
Baseball experts have released their MLB Season Predictions for the 2025 season. Several forecasts could revolutionize our understanding of baseball’s competitive world. These controversial predictions combine analytical data with gutsy hunches about what lies ahead.
Bold Calls that Challenge Conventional Wisdom
The most shocking MLB Predictions suggest a complete overhaul of the American League playoff teams from last year. One analyst points out this dramatic shift has happened just once during the Wild Card era – in the National League back in 2007. The odds sit around 2% probability, yet the AL’s competitive nature makes this scenario quite possible [9].
Pittsburgh’s Paul Skenes could strike out 300 batters this season [8]. Only 21 pitchers in MLB history have achieved this remarkable feat.
The Athletics might hold a postseason spot by July [8] under Mark Kotsay’s leadership. This would be baseball’s most dramatic turnaround after their record-setting 121 losses in 2024.
Here are more bold Predictions for 2025 that buck the trend:
- An opposing Manager will walk Yankees Aaron Judge with the bases loaded [8]
- Shohei Ohtani will steal less than 15 bases after his 50/50 season [8]
- The Cardinals will trade Nolan Arenado before the deadline [8]
- The White Sox won’t finish last despite 121 losses last year [8]
Pete Crow-Armstrong’s MVP vote prediction stands out [8]. The Cubs’ center fielder struggled with a .237/.286/.384 slash line in 2024, yet experts believe in his growth potential.
Expert Disagreements on Team Outcomes
Gerrit Cole’s Tommy John surgery has split expert opinions about the Yankees. Some see them missing playoffs and finishing under .500 for the first time since 1992 [9], along with the Mets. Others still view them as serious contenders due to their deep lineup.
The American League East creates the most debate among forecasters. “This is the strongest division in baseball, top to bottom” [10], one expert claims. Yet there’s no agreement on which teams will survive this battle. Another analyst says: “You could tell me that any combination of these teams make the playoffs and it wouldn’t surprise me” [10].
The Boston Red Sox predictions range from doubts about their pitching to claims they could be “the greatest threat to interrupt the Dodgers’ dynasty” [16]. Questions about Garrett Crochet’s stamina and Walker Buehler’s recovery fuel these mixed opinions.
More than half the polled experts picked against the Dodgers as World Series favorites, despite their stacked roster [17]. Three voters even predicted a different NL West team – either the Padres or Diamondbacks – would win the pennant [17]. Hall of Fame writer Jayson Stark took it further by picking Arizona to win both the pennant and World Series [17].
These controversial baseball predictions highlight the beautiful uncertainty of the 2025 MLB season. Clear consensus has given way to bold forecasts that could alter our view of baseball’s competitive world.
Why These MLB Playoff Predictions for 2025 Are Different From Previous Years
The MLB Season Predictions for 2025 show surprising trends that break away from previous years’ forecasting patterns. FanGraphs projections show remarkable parity. No American League team has better than 65% odds to make the playoffs or above 12.9% chance to win the pennant [9]. This level of competitive balance changes how analysts make their predictions.
The Power Balance between Leagues
The National and American Leagues show vastly different playing fields in 2025 predictions. The NL managed to keep stable hierarchies over the last several years. The Dodgers, Braves, and Phillies consistently lead baseball predictions. The AL shows such uncertainty that experts believe the playoff teams could be completely different from last year. This has happened only once in the Wild Card era (NL in 2007) [9].
Team building reflects this imbalance too. NL teams are “custom-designed” for championship repeats, similar to the 1998-2000 Yankees dynasty [18]. AL contenders face many questions. The Yankees worry about injuries while the Orioles struggle with pitching after losing Corbin Burnes [9].
How Recent Rule Changes Affect Predictive Models
MLB’s rule changes over recent seasons have changed how analysts create MLB Playoff Predictions. The pitch clock cut game times and increased scoring. The first half of the inaugural season with the pitch timer averaged 9.14 runs per game compared to 8.66 at the same stage the previous year [19].
Limited shifts helped left-handed hitters. Their BABIP on pulled groundballs rose by 40 points and pulled line drives by 32 points [19]. Bigger bases and pickoff limits encouraged more aggressive baserunning. These changes created a more dynamic game that predictive models must now factor in.
2025 MLB Predictions now focus more on how teams adapt to these rule changes. Teams emphasize defensive versatility and bullpen effectiveness. October success depends on relievers who excel under pitch clock pressure and players who adapt well to shift restrictions.
A new rule for 2025 adds another wrinkle to predictions. Teams breaking shift rules will give the batter a free pass to first base [20]. This tougher penalty could add another strategic element that affects game outcomes and season forecasts.
The Human Stories Behind the Numbers: Players With the Most at Stake in 2025
A human story lies behind every statistic and projection. The 2025 MLB season brings career-defining moments that surpass ordinary MLB Season Predictions for several players.
Contract Year Performers Expected to Excel
Vladimir Guerrero Jr.’s future hangs in the balance as 2025 approaches. The Blue Jays slugger bounced back with a career-high .323 average in 2024 [21] and now faces free agency with teammate Bo Bichette. This creates what one insider called a fascinating “last dance” element to Toronto’s season [4].
Bo Bichette needs a strong showing after injuries held him to 81 games with a disappointing .225/.277/.322 slash line in 2024 [4]. His chance to prove last season was “an ugly aberration” could determine whether he lands a nine-figure contract or faces disappointment in free agency.
The Cubs’ situation with Kyle Tucker creates a sense of urgency. Tucker stands as Chicago’s best player since their 2016 World Series title. The team has high expectations but limited time with him – just one guaranteed season before free agency makes him central to their championship hopes [22].
Comeback Player of the Year Candidates
Sandy Alcántara stands out as the perfect comeback story. The 2022 NL Cy Young winner dominates spring training with his fastball hitting 99 mph consistently as he returns from Tommy John surgery [4]. The Marlins ace showcases his talent in every start, with two more seasons plus a $21 million option for 2027 on his contract [12].
Mike Trout faces new territory as he moves to right field. Baseball’s premier talent, now 33, played only 147 games through three of the past four seasons due to injuries [4]. One analyst noted he’s become “more of a working stiff like the rest of us” [4].
Aging Stars Facing Career Crossroads
Nick Castellanos represents Philadelphia’s aging core at 33—six of their nine everyday players range between 31-34 years old [4]. His numbers dropped after playing every game in 2024: homers fell from 29 to 23, and OPS dipped from .788 to .742 [4].
The Phillies show us a team racing against time. Bryce Harper at 32, Trea Turner at 31, and both Realmuto and Schwarber heading to free agency after 2025 [15] make this season their best shot at turning their talented core into a championship team.
How to Use 2025 MLB Predictions to Enhance Your Baseball Experience
Prediction models can revolutionize your 2025 MLB season experience. You don’t need to be an analyst or bookmaker to make this happen. The right approach turns MLB Season Predictions into great tools that deepen your baseball experience beyond casual watching.
Creating your Own Prediction Model
Your own prediction system needs these basic building blocks:
- FiveThirtyEight’s methodology employs Monte Carlo simulations to play out the season thousands of times [23]
- Pitcher matchups substantially affect game outcomes [23]
- Both traditional stats and advanced metrics like WAR play key roles
- Park effects and travel factors affect team performance [23]
You don’t need complex algorithms to start. Simple Excel-based models that track key performance indicators can give great results when you use them consistently.
Tracking Predictions Throughout the Season
A regular check of your predictions creates a feedback loop that boosts your baseball knowledge. Your predictions might miss sometimes – maybe due to injuries, unexpected performance drops, or tactical changes that shifted outcomes.
This process helps you learn about baseball’s complexities. The best insights often come from tracking the gaps between projected and actual results during the season.
This takes steadfast dedication. All the same, digital tools make everything easier now. Many websites offer prediction tracking features for both fantasy players and serious analysts.
Using Predictions to Find Emerging Storylines
MLB predictions are great at spotting potential stories before they hit the mainstream. To cite an instance, tracking young prospects like Jackson Jobe or Dylan Crews against their projected stats can show you breakout Rookie of the Year candidates before they make headlines [24].
Predictions go beyond wins and losses – they tell compelling human stories. Bobby Witt Jr.’s path to potential MVP [24] and Sandy Alcantara’s comeback from Tommy John surgery [24] make watching games more exciting.
Look for areas where experts agree in baseball predictions. Then focus on points where models differ – these gaps often point to the most interesting storylines of the 2025 season.
Conclusion
Baseball predictions have moved beyond simple gut feelings to sophisticated data science. The 2025 MLB season brings unprecedented uncertainty. The American League playoff field might see a complete turnover, which shows a dramatic change in competitive balance.
Teams must adapt to succeed with the new playoff format. Regular season dominance matters less than building rosters specifically for postseason play. The AL East shows this progress perfectly, as five teams above .500 compete for limited playoff spots.
Advanced analytics and predictive models give us valuable information, but baseball’s unpredictable nature remains its greatest charm. We can track emerging stars like Lawrence Butler and Wyatt Langford or follow comeback stories like Shane McClanahan. These predictions help us appreciate the human elements that make baseball special.
The 2025 season will challenge everything we know about baseball. Data science shapes modern predictions, but the game’s power to surprise, delight, and defy expectations continues to fascinate fans and analysts alike.
References
[1] – https://www.nytimes.com/athletic/5841045/2024/10/14/mlb-playoff-format-takeaways-changes/
[2] – https://www.baseballamerica.com/stories/meet-the-9-breakout-mlb-hitters-of-2025/
[3] – https://www.usatoday.com/story/sports/mlb/columnist/gabe-lacques/2024/10/13/mlb-playoffs-bracket-league-championship-series-wild-card/75648958007/
[4] – https://www.usatoday.com/story/sports/mlb/2025/03/24/mlb-2025-predictions-most-pivotal-players-teams/82548516007/
[5] – https://www.mlb.com/news/top-mlb-international-prospects-for-2025
[6] – https://www.baseballamerica.com/stories/2025-mlb-international-prospects-bonus-board/
[7] – https://www.mlb.com/news/mlb-players-looking-for-rebound-season-in-2025
[8] – https://www.cbssports.com/mlb/news/bold-predictions-for-every-mlb-team-in-2025-blockbuster-trades-surprise-all-stars-breakout-seasons-and-more/
[9] – https://www.mlb.com/news/mlb-bold-predictions-2025
[10] – https://www.cbssports.com/mlb/news/2025-mlb-predictions-expert-picks-for-every-division-full-standings-projections-as-baseball-season-begins/
[11] – https://www.nytimes.com/athletic/6219550/2025/03/21/mlb-breakout-predictions-2025/
[12] – https://www.msn.com/en-us/sports/mlb/mlb-players-poised-for-impactful-2025-comebacks/ar-AA1yF5fA
[13] – https://www.nytimes.com/athletic/6164990/2025/02/28/mlb-comeback-players-predictions-2025/
[14] – https://www.mlb.com/news/mlb-opening-day-2025-guide
[15] – https://www.espn.com/mlb/story/_/id/44328603/mlb-2025-season-preview-opening-day-power-rankings-playoff-odds-all-30-teams
[16] – https://www.espn.com/mlb/story/_/id/44292645/mlb-2025-teams-beat-dodgers-braves-red-sox-padres-orioles-phillies-diamondbacks
[17] – https://www.nytimes.com/athletic/6222015/2025/03/24/mlb-predictions-2025-world-series/
[18] – https://bleacherreport.com/articles/25174798-mlb-predictions-round-round-playoff-and-2025-world-series-picks
[19] – https://www.mlb.com/news/impact-of-mlb-rules-changes-halfway-mark
[20] – https://www.nytimes.com/athletic/6084928/2025/01/23/mlb-rule-changes-2025-season-shift-violations/
[21] – https://www.mlb.com/news/mlb-stat-leader-predictions-2025
[22] – https://www.mlb.com/news/mlb-teams-most-at-stake-2025
[23] – https://fivethirtyeight.com/methodology/how-our-mlb-predictions-work/
[24] – https://www.nytimes.com/athletic/6228831/2025/03/25/mlb-predictions-2025-vladimir-guerrero-extension-kyle-tucker-phillies/