Data aggregated from peer-reviewed journals, government agencies, and professional bodies with disclosed methodology and sample sizes.
02
Editorial Curation
Human editors review all data points, excluding sources lacking proper methodology, sample size disclosures, or older than 10 years without replication.
03
AI-Powered Verification
Each statistic independently verified via reproduction analysis, cross-referencing against independent databases, and synthetic population simulation.
04
Human Cross-Check
Final human editorial review of all AI-verified statistics. Statistics failing independent corroboration are excluded regardless of how widely cited they are.
Statistics that could not be independently verified are excluded regardless of how widely cited they are elsewhere.
While the modern game might be defined by blasts like Aaron Judge's MLB-leading 95.9 mph average exit velocity, the true keys to unlocking elite performance lie deeper within the advanced metrics that reveal everything from a pitcher's dominant "Stuff+" to a defender's game-changing Outs Above Average.
Key Takeaways
1In 2023, Aaron Judge recorded the highest average exit velocity in MLB at 95.9 mph
2Ronald Acuna Jr. led MLB with a 13.9% Barrel rate in 2023
3Shohei Ohtani's 2023 xwOBA was .446, the highest in MLB
4Corbin Burnes led MLB with 2.45 ERA in 2023 among qualified starters
5Spencer Strider's 2023 K/9 was 13.56, highest among qualified
6Blake Snell posted 11.01 K/9 and 2.19 FIP in 2023
7Andrelton Simmons led MLB with +25 Defensive Runs Saved at SS in 2017
8Mookie Betts had +12 Outs Above Average in RF in 2023
9Matt Chapman topped 3B with +29 DRS in 2022
10Ronald Acuna Jr. led MLB with 73 SB in 2023
11Corbin Carroll had 54 SB and 80.6% success rate in 2023
12Elly De La Cruz stole 67 bases at 75.3% success in 2023
13Shohei Ohtani led MLB with 10.1 WAR in 2023
14Mookie Betts had 8.3 fWAR and 7.4 bWAR in 2023
15Corbin Carroll posted 5.6 WAR despite injury 2023
Top MLB stars showcased elite hitting, pitching, and fielding talents in 2023.
Baserunning Metrics
1Ronald Acuna Jr. led MLB with 73 SB in 2023
Verified
2Corbin Carroll had 54 SB and 80.6% success rate in 2023
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3Elly De La Cruz stole 67 bases at 75.3% success in 2023
Verified
4Jazz Chisholm Jr. posted 40 SB with 82.6% success rate 2023
Directional
5Brice Turang led NL with 50 SB in 2023
Single source
6Esteury Ruiz had 50 SB but 67.7% success in 2023
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7Nolan Jones stole 33 SB at 84.6% in 2023
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8Jarren Duran had 24 SB and top BsR of 8.2 in 2023
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9Ha-Seong Kim posted 38 SB with 90.5% success 2023
Directional
10Will Benson had 22 SB but high 82% success
Single source
11Michael Harris II stole 23 at 82.1% in 2023
Verified
12Bobby Witt Jr. had 49 SB and 7.1 BsR in 2023
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13Trea Turner posted 30 SB despite injury in 2023
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14Josh Rojas had 25 SB at 86.2% success 2023
Directional
15Joey Wiemer stole 21 with 80.8% rate
Single source
16Jake McCarthy had 26 SB and 6.4 BsR in 2023
Verified
17Garrett Mitchell posted 22 SB pre-injury 2023
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18Sal Frelick had high sprint speed 29.0 ft/sec in 2023 debut
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19Victor Scott II stole 20 in minors but MLB pace high 2023
Directional
20Masyn Winn had 12 SB at 92.3% success early 2023
Single source
21Jordan Westburg posted positive BsR in limited action 2023
Verified
Baserunning Metrics Interpretation
The modern stolen base is an art of both volume and precision, where old-school bandits like Acuña rack up heists and new-school accountants like Kim audit the basepaths with near-perfect efficiency.
Fielding Metrics
1Andrelton Simmons led MLB with +25 Defensive Runs Saved at SS in 2017
Verified
2Mookie Betts had +12 Outs Above Average in RF in 2023
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3Matt Chapman topped 3B with +29 DRS in 2022
Verified
4Francisco Lindor led SS with +15 OAA in 2023
Directional
5Dansby Swanson had +10 DRS at SS in 2023
Single source
6Will Smith posted +12 FRV at C in 2023 per Statcast
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7J.T. Realmuto led catchers with +8 DRS in 2023
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8Adley Rutschman had top pop time avg 1.92 sec in 2023
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9Sean Murphy's arm strength 85.2 mph avg in 2023
Directional
10Christian Vazquez had +15 FRV at C in 2022
Single source
11Kevin Kiermaier led CF with +28 DRS in 2023
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12Cedric Mullins had +12 OAA in CF 2023
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13Jarren Duran posted +9 Defensive Runs in CF 2023
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14Steven Kwan led LF with +15 DRS in 2023
Directional
15Ian Happ had +11 OAA across LF/CF in 2023
Single source
16Brice Turang topped 2B with +12 DRS in 2023
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17Ketel Marte had +8 UZR/150 at 2B in 2023
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18Nico Hoerner led NL 2B with +10 OAA in 2023
Verified
19Ha-Seong Kim had +14 DRS at 2B/SS in 2023
Directional
20Jose Altuve posted +5 FRV despite age in 2023
Single source
21Vladimir Guerrero Jr. improved to +3 OAA at 1B in 2023
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22Paul Goldschmidt had +4 DRS at 1B 2023
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23Christian Walker led 1B with +12 DRS in 2023
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24Rhys Hoskins had negative but relative +2 UZR at 1B 2023
Directional
25Nolan Arenado topped 3B with +10 DRS career but +2 in 2023
Single source
26Austin Riley had -5 OAA at 3B 2023
Verified
27Ke'Bryan Hayes posted +9 DRS at 3B 2023
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28Elly De La Cruz had +4 OAA at SS despite errors in 2023
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29Ezequiel Tovar +7 DRS at SS 2023
Directional
30Bobby Witt Jr. had +5 OAA at SS 2023
Single source
Fielding Metrics Interpretation
While these elite defensive metrics make it clear who's vacuuming up balls in the field, they also quietly reveal that in modern baseball, saving runs with a glove has become its own precise and celebrated science.
Offensive Metrics
1In 2023, Aaron Judge recorded the highest average exit velocity in MLB at 95.9 mph
Verified
2Ronald Acuna Jr. led MLB with a 13.9% Barrel rate in 2023
Verified
3Shohei Ohtani's 2023 xwOBA was .446, the highest in MLB
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4Juan Soto had a 17.8% walk rate in 2023, second highest among qualified hitters
Directional
5Mookie Betts posted a .419 wOBA in 2023 with a 155 wRC+
Single source
6Corey Seager's 2023 Hard Hit% was 49.2%, top 5 in MLB
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7Freddie Freeman led NL with a .977 OPS in 2023 regular season
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8Yordan Alvarez had a .627 SLG in 2023, highest among qualified AL hitters
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9Matt Olson's 2023 ISO was .278, leading qualified players
Directional
10Bryce Harper's 2023 xSLG was .595, elite projection
Single source
11Vladimir Guerrero Jr. had a 14.2% Barrel% in 2023 second half
Verified
12Ketel Marte posted a .376 wOBA in 2023 with 142 wRC+
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13Marcell Ozuna's 2023 Hard Hit% reached 48.1%, top 3
Verified
14Rafael Devers had .300/.385/.581 slash in 2023
Directional
15Adolis Garcia led MLB with 39 HR in 2023 despite .469 SLG
Single source
16Elly De La Cruz's 2023 Sprint Speed avg 29.5 ft/sec, elite
Verified
17Jazz Chisholm Jr. had 15.1% Barrel% in 2023
Verified
18Oneil Cruz avg exit velo 95.1 mph in 2023, top 10
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19Pete Alonso's 2023 xwOBA was .392
Directional
20Austin Riley had .281/.332/.511 slash with 16.8% K-rate in 2023
Single source
21Randy Arozarena posted .254/.341/.475 with 20 SB in 2023
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22Ian Happ's 2023 wRC+ was 134
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23Christian Walker had .247/.370/.468 with 155 wRC+ in 2023
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24J.T. Realmuto's 2023 Barrel% was 11.2%
Directional
25Dansby Swanson had .253/.322/.390 with 12.4% walk rate in 2023
Single source
26Teoscar Hernandez's 2023 Hard Hit% was 46.7%
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27Nolan Gorman posted .177/.266/.417 early 2023 but improved to .250 wOBA later
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28Ezequiel Tovar's 2023 xSLG was .450 despite .441 actual
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29Josh Naylor had .248/.320/.456 with 14.1% Barrel% in 2023
Directional
30LaMonte Wade Jr. had .256/.338/.398 with 15.2% walk rate in 2023
Single source
Offensive Metrics Interpretation
While Judge and Cruz crush the ball with thrilling violence, Acuña and Soto show the elegance of patience, and Betts and Freeman deliver with ruthless consistency, all these disparate metrics ultimately paint the same picture: hitting in 2023 was a masterclass in controlled, calculated, and often catastrophic force.
Pitching Metrics
1Corbin Burnes led MLB with 2.45 ERA in 2023 among qualified starters
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2Spencer Strider's 2023 K/9 was 13.56, highest among qualified
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3Blake Snell posted 11.01 K/9 and 2.19 FIP in 2023
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4Gerrit Cole's 2023 SwStr% was 14.5%, top 5
Directional
5Zack Wheeler had .233 opp AVG and 2.87 ERA in 2023
Single source
6Logan Gilbert's 2023 Stuff+ was 112, elite rating
Verified
7Framber Valdez led MLB with 2.36 BB/9 in 2023
Verified
8Sonny Gray's 2023 CSW% was 29.8%, highest among qualifiers
Verified
9George Kirby had 2.45 FIP and .220 opp BABIP in 2023
Directional
10Tanner Bibee's 2023 Whiff% was 28.2% on fastballs
Single source
11Joe Ryan posted 11.37 K/9 with 3.45 SIERA in 2023
Verified
12Kodai Senga's 2023 Ghost Fork had 35% whiff rate
Verified
13Luis Castillo's 2023 xERA was 3.12, under actual 3.34
Verified
14Pablo Lopez had 10.58 K/9 and 194 ERA+ in 2023
Directional
15Hunter Greene's avg fastball velo 97.8 mph in 2023
Single source
16Triston McKenzie's 2023 SwStr% was 14.2%
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17Nestor Cortes had 25.3% K% and 3.65 FIP in 2023
Verified
18Cristian Javier's 2023 xwOBA was .246, best in MLB
Verified
19MacKenzie Gore posted 10.5 K/9 with 27.1% Chase% in 2023
Directional
20Edward Cabrera's 2023 Stuff+ was 105 despite control issues
Single source
21Jordan Montgomery had 3.20 ERA and 1.09 WHIP in 2023
Verified
22Clarke Schmidt's 2023 CSW% was 28.5%
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23Reese Olson had 9.2 K/9 and 3.53 SIERA late 2023
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24Landon Knack's 2023 debut Whiff% was 30.1%
Directional
25Kyle Harrison's 2023 xERA was 3.85
Single source
26Bobby Miller posted 95.5 mph avg FB velo in 2023
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27Matt Strahm had 10.8 K/9 with 2.45 FIP in 2023 relief
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28Yennier Cano's 2023 SwStr% was 15.8%
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29Andres Muñoz led relievers with 14.9 K/9 in 2023
Directional
30Emmanuel Clase had 0.66 ERA and 12.5 K/9 in 2023
Single source
31Edwin Díaz posted 13.1 K/9 post-injury in 2023
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32Devin Williams' 2023 Airbender had 42% whiff rate
36Camilo Doval posted 2.21 ERA with 11.2 K/9 in 2023
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37Aroldis Chapman's 2023 CSW% was 30.2%
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38Trevor Megill had 12.4 K/9 in 2023 relief role
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39Ryan Helsley led NL relievers with 1.01 ERA in 2023
Directional
40Jason Adam's 2023 xERA was 2.45
Single source
41A.J. Minter posted 2.79 ERA and 10.9 K/9 in 2023
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Pitching Metrics Interpretation
It turns out you can't build a modern Cy Young award without a small army of specialists, from the surgeon's command and the strikeout artist's flair to the fireballing reliever who moonlights as a human exclamation point.
Player Value Metrics
1Shohei Ohtani led MLB with 10.1 WAR in 2023
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2Mookie Betts had 8.3 fWAR and 7.4 bWAR in 2023
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3Corbin Carroll posted 5.6 WAR despite injury 2023
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4Francisco Lindor had 6.8 fWAR at SS in 2023
Directional
5Ronald Acuna Jr. achieved 8.3 bWAR with MVP 2023
Single source
6Matt Olson led with 6.2 WAR among 1B in 2023
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7Freddie Freeman had 6.9 fWAR and Gold Glove 2023
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8Ketel Marte posted 5.5 WAR with 138 wRC+ 2023
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9Christian Yelich had 4.8 fWAR rebound 2023
Directional
10Yordan Alvarez 5.9 WAR despite limited games 2023
Single source
11Corey Seager achieved 5.4 fWAR post-injury 2023
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12Dansby Swanson had 4.7 WAR with elite defense 2023
Verified
13Ian Happ posted 4.5 fWAR utility 2023
Verified
14Willson Contreras 3.2 WAR at C/1B 2023
Directional
15J.T. Realmuto had 3.8 fWAR behind plate 2023
Single source
16Corbin Burnes led pitchers with 5.9 fWAR in 2023
Verified
17Zack Wheeler posted 5.5 fWAR and 3.08 ERA 2023
Verified
18Spencer Strider had 4.6 fWAR pre-injury 2023
Verified
19Logan Webb achieved 5.2 fWAR with Cy Young case 2023
Directional
20Framber Valdez 4.8 fWAR innings eater 2023
Single source
21Sonny Gray posted 4.4 fWAR breakout 2023
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22George Kirby had 4.1 fWAR control artist 2023
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23Blake Snell 3.9 fWAR Cy Young winner 2023
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24Gerrit Cole 4.7 fWAR strikeout king 2023
Directional
25Pablo Lopez 4.3 fWAR breakout 2023
Single source
Player Value Metrics Interpretation
While Shohei Ohtani towered above the league in 2023 as its undisputed WAR-lord, this diverse cast of stars—from elite sluggers and rebound stories to defensive maestros and pitching aces—proves there’s more than one way to be incredibly valuable, even if some definitions require a fanciful acronym to explain.