👉 TAP TO SAVE 50% WITH CODE SPRING
X
Lost password?

Don't have an account?
Gain Access Now

X

Receive free daily analysis

NFL
NBA
NHL
NASCAR
CFB
MLB
MMA
PGA
ESPORTS
BETTING

Already have an account? Log In

X

Forgot Password


Plate Discipline: Using Sabermetrics for Fantasy Baseball

juan soto fantasy baseball rankings outfield MLB injury news

Rick Lucks breaks down how to use a hitter's plate discipline to project his future performance as his series on making advanced metrics more accessible to fantasy managers continues.

No matter how high a particular player's BABIP may be, his average will be mediocre at best if he strikes out too much. This is why fantasy managers have known for years that players like Mike Zunino are potential drains on a fantasy team's batting average. Furthermore, players that whiff a lot tend to continue to do so – it is a very sticky trait.

In 2021, the league average K% was 23.2%, meaning that roughly one in five MLB PAs ended in a K. Players who strike out less frequently tend to hit for higher averages, while more strikeouts hurt batting average. Of course, a player may put up a fluke K% just as easily as a fluke BABIP.

FanGraphs is once again the best place to look for plate discipline data, located toward the bottom of each player's page right before fielding. Let's learn how analyzing stats related to plate discipline can help improve the performance of your fantasy baseball team entering the 2022 season.

Featured Promo: Save 50% the regular price with discount code SPRING, for a limited time. Exclusive access to our Team Sync platform, DFS cheat sheets, Lineup Optimizers, betting/prop picks, and exclusive content from Nick Mariano and Eric Cross! GAIN ACCESS NOW

 

How to Interpret Plate Discipline

Sabermetrics may be used to determine whether a given player "deserved" his K% over a particular period. The first number to check is SwStr%. This metric simply tracks what percentage of pitches a batter swings and misses at. The league average was 11.3% in 2021, with higher numbers indicating a proneness to K. If a player improves his strikeout rate without a corresponding improvement in SwStr%, the improvement is unlikely to stick moving forward. Likewise, a career-worst strikeout rate backed by a normal SwStr% is likely to regress in the player's favor.

Notably, Baseball Savant's Whiff% is not the same thing as SwStr%. Whiff% measures how often a batter swings and misses on all swings, while SwStr% uses all pitches seen instead. Whiff% figures are therefore much higher than SwStr%. Since SwStr% is used much more frequently in fantasy analysis, the rest of this article will use it.

Further detail is offered by O-Swing%, a measure of how often a batter swings at a pitch outside of the strike zone. Batters usually want to hit "their pitch," which they never get to see if they pop-up a fastball over their head early in the count. In 2021, the league averaged an O-Swing% of 31.3%. Numbers significantly higher than this indicate an increased likelihood of chasing a bad pitch and making poor contact or striking out.

This stat is also used to examine a player's walk rate, or BB%, in much the same manner as SwStr% is used to double-check K%. A strong walk rate when a player is still chasing too many pitches is not based on any repeatable skill, and will likely be normalized moving forward. Likewise, a lower walk rate paired with a career-average O-Swing% indicates that the walks should come back.

Fantasy managers should always care about walks even if their format does not directly reward them. Every BB is a chance to steal a base or score a run, and players that know the zone tend to hit for higher averages to boot!

 

Evaluating Players Through Plate Discipline

Juan Soto has convincingly dethroned Joey Votto as the undisputed plate discipline king, and his metrics are a marvel to look at. His 22.2 BB% bested his 14.2 K% by a substantial margin, something virtually unheard of in today's game. Digging deeper, we see that Soto has the peripherals to back up those numbers. He only chased pitches outside of the strike zone 15.1% of the time last year, less than half of the league-average rate. He also rarely missed the ball with a SwStr% of 6.1. It is safe to conclude that Soto will continue to demonstrate outstanding plate discipline in 2022 and beyond.

Detroit's Javier Baez does not measure up as well. He hit a reasonable .265 in 2021 despite striking out at a 33.6% clip. He chased too many pitches outside of the strike zone (career-worst 46.6%), making it tough to project a repeat of even his modest 5.1 BB%. Worse, he whiffed at a career-worst 21.4% of the pitches he swung at. Baez has never been good at plate discipline, but it is still troubling to see everything trending in the wrong direction. The Tigers ignored these red flags by signing Baez to a big free agent deal in the offseason, but fantasy managers should not repeat their mistake.

Aggression or passivity at the plate can confound this analysis slightly. For example, Baez was extremely aggressive in 2021 with a Swing% of 56.8. Even if a hitter has a high chase rate, he can't strike out if he resolves the PA before three pitches are thrown. Soto is on the opposite side of the spectrum, as his refusal to swing at borderline pitches (35 Swing% last year) leads to more Ks than his raw SwStr% numbers would suggest. Still, you'd much rather see Soto's approach than Baez's.

Other plate discipline metrics exist, such as Z-Swing%, O-Contact%, and Z-Contact%, but SwStr% is usually a good enough proxy for fantasy purposes. One exception to this rule is a change in SwStr% rooted exclusively in pitches outside of the zone. Sometimes, missing those pitches can be better than hitting them.

 

Conclusion

To conclude, both K% and BB% are useful for fantasy purposes but fail to tell the whole story. SwStr%, or how often a batter swings and misses, is a better indicator of a player's future strikeout rate than K% alone. O-Swing%, or how often a batter chases pitches outside of the zone, performs similarly concerning BB%. If you would like to learn how to use more metrics to determine fantasy performance, stay tuned to our series on making sabermetrics more accessible to fantasy managers!

More Sabermetrics & Statcast for Fantasy Baseball




REAL-TIME FANTASY NEWS

Eury Pérez

Eury Perez Pulled Early on Wednesday With Hamstring Issue
Indianapolis Colts

Daniel Jones Present at OTA Practice on Wednesday
CFB

Drew Mestemaker a Top Big 12 Quarterback Right Away?
Minnesota Vikings

T.J. Hockenson's Dynasty Stock Continues to Trend Down
Minnesota Vikings

Is Jordan Addison a Clear Buy-Low Candidate Ahead of 2026?
Tampa Bay Buccaneers

Cade Otton Continues to Offer Depth in Dynasty Leagues
PGA

Sungjae Im Remains Boom-or-Bust at Colonial
Detroit Lions

Jared Goff Continues to Have Dynasty Appeal at 31 Years Old
Tampa Bay Buccaneers

No Clear Path to Fantasy Relevance for Tez Johnson in Tampa Bay?
PGA

Michael Thorbjornsen Trending in Wrong Direction Entering Colonial
Zach Ertz

Could Still Contribute in Dynasty Leagues
De'Aaron Fox

Limited to Nine Points in Game 5 Loss
Russell Henley

a Top Option at Colonial
Dyami Brown

Holds Little Dynasty Value in His Return to Washington
Harry Hall

Hoping Putter Carries Him at Colonial
Julian Champagnie

Notches 22 Points With Four Triples Tuesday
Trevor Etienne

Could Still Find Dynasty Relevance After Quiet Rookie Season
Stephon Castle

Leads Spurs in Scoring Tuesday Night
Rickie Fowler

Looks to Regain Momentum at Colonial
Victor Wembanyama

Struggles in Game 5 Loss to Thunder
Bam Knight

Dynasty Value Has Run Dry in Crowded Running Back Room
Alex Caruso

a Difference-Maker Again in Game 5
Pierceson Coody

Looking to Stay Hot at Colonial
Jared McCain

Produces 20 Points in First Playoff Start
Mac Jones

and 49ers Agree to a Revised Contract
Shai Gilgeous-Alexander

Scores Game-High 32 Points in Game 5 Win
Martin Necas

Collects an Assist in Game 4 Loss to Golden Knights
Gabriel Landeskog

Scores Only Avalanche Goal in Season-Ending Loss
Carter Hart

Finishes Series-Clincher With 20 Saves
Dylan Coghlan

Continues Unlikely Success Story
Cole Smith

Scores Series-Clincher Tuesday Night
Mark Stone

Nets Another Goal as Golden Knights Finish Off Avalanche
Ludvig Aberg

Looking to Exchange Momentum for a Victory in Fort Worth
Stephan Jaeger

Trending Upward as PGA Heads to Fort Worth
Max Homa

Comes Off Awful Putting Performance at PGA Championship
Tony Finau

Faces Different Test at the Colonial
Robert MacIntyre

Seeks Better Beginning in Fort Worth
Tom Hoge

Ups and Downs Could Continue at Colonial
Brian Harman

Not Having the Best Golf Season in 2026
Austin Eckroat

Struggling Too Often Heading to Charles Schwab Challenge
Zach Bauchou

Tries to Keep Momentum Rolling at Colonial
Keegan Bradley

Looking to Rebound at Colonial
Tory Horton

Could Do Some Stuff "Toward the End of Spring"
Patrick Mahomes

Takes Part in First OTA Practice on Tuesday
Los Angeles Chargers

Derwin James Jr. Becomes Highest-Paid Safety for the Second Time in his Career
Chris Brooks

Emerging as Top Handcuff to Stash?
MarShawn Lloyd

Sees Short-Term Value Soar
Jared McCain

Moves into Starting Five
Boston Celtics

Joe Mazzulla Wins Coach of the Year
Jalen Williams

is Ruled Out for Game 5 on Tuesday
Bucky Irving

is Expected to be Ready for Training Camp
Zion Williamson

to See More Versatile Role
Parker Washington

Jaguars Think Parker Washington Can Replicate Second-Half Production
Cleveland Cavaliers

Kenny Atkinson to Remain Cavaliers Head Coach Next Season
Josh Jacobs

Arrested on Five Charges, Booked Into Jail
Claude Giroux

Planning to Return for 20th NHL Campaign
Josh Sweat

Cardinals Receiving Trade Calls on Josh Sweat
Carter Hart

Aiming for Sixth Consecutive Win Tuesday
Tetairoa McMillan

Working With the Training Staff on Tuesday
Evgeni Malkin

Inks New One-Year Deal With Penguins
Mackenzie Blackwood

in Net for Game 4 Against Golden Knights
Valeri Nichushkin

a Game-Time Call Tuesday
Nathan MacKinnon

Will Suit Up Tuesday
Ben Griffin

Looking to Repeat This Week at Colonial
Rasmus Hojgaard

a Player to Avoid at Charles Schwab Challenge
Hideki Matsuyama

Needs Solid Driving Week at Charles Schwab Challenge
Justin Thomas

Trending Well Ahead of Charles Schwab Challenge
Akshay Bhatia

Lacking Driving Prowess Needed at Colonial Country Club
CFB

DJ Lagway Looking to Rebound at Baylor
CFB

Josh Hoover Tasked With Leading Indiana Back to the Playoffs
CFB

Braylon Staley the Next 1,000-Yard Tennessee Receiver?
CFB

Ahmad Hardy's Return Timeline Remains Unclear
Evan Mobley

Finishes Season-Ending Loss With 15 Points
James Harden

Wants to Stay in Cleveland
Donovan Mitchell

Remains Committed to Cavaliers
Mikal Bridges

Cools Off in Game 4 Against Cavaliers
OG Anunoby

Active on Both Ends in Blowout Win
Karl-Anthony Towns

Leads Knicks in Scoring During Series-Clincher
Jalen Brunson

Named Eastern Conference Finals MVP
Ivan Demidov

Contributes an Assist in Losing Effort
Lane Hutson

Records Power-Play Goal in Game 3 Loss
Frederik Andersen

Enjoys Another Easy Night at the Office in Game 3
Shayne Gostisbehere

Scores First Postseason Goal
Taylor Hall

Ends Four-Game Goal Drought
Andrei Svechnikov

Scores Game 3 Winner in Overtime
Gage Jump

Athletics to Promote Top Pitching Prospect Gage Jump to Major Leagues
Tatsuya Imai

Two Relievers Combine to No-Hit the Rangers on Monday
Dennis Schröder

Dennis Schroder is Ruled Out for Game 4 on Monday
Michael Porter Jr.

Nets Could Trade Michael Porter Jr.
Valeri Nichushkin

Nathan MacKinnon, Valeri Nichushkin Uncertain for Game 4
Oliver Kapanen

Sitting as Healthy Scratch Monday
Max Domi

Out Indefinitely Due to Offseason Surgery Complications
Dylan Cease

Heading to Injured List With Hamstring Injury
Daniel Suarez

Wins at Charlotte in Rain-Shortened Coca-Cola 600
Christopher Bell

Finishes as the Runner-Up in the Coca-Cola 600 at Charlotte
Denny Hamlin

Falls Short of Winning and Places Third at Charlotte
Tyler Reddick

Places Fourth After Leading Laps at Charlotte
Kyle Larson

Strong and Consistent Day Ends in Fifth at Charlotte
Dylan Cease

Removed From Sunday's Start With Hamstring Discomfort
Vladimir Guerrero Jr.

Exits Sunday's Game Early with Elbow Contusion
MLB

Reds-Cardinals Game Postponed on Sunday
Edward Cabrera

Cubs Place Edward Cabrera on the 15-Day Injured List
Denny Hamlin

the Favorite to Win at Charlotte
Tyler Reddick

on Pole for Coca-Cola 600
Christopher Bell

Could Break Out of Slump
Kyle Larson

May have A Solid Day at Charlotte
Ryan Blaney

Is A DFS Risk for Charlotte Lineups
William Byron

Could have A Great DFS Performance at Charlotte
Chase Briscoe

Is A Solid Tournament Option for Charlotte DFS Lineups
Ty Gibbs

May not be Worth his Salary for Charlotte DFS Lineups
Chris Buescher

May be a Sneaky Tournament Option for Charlotte Lineups
NASCAR

Bubba Wallace Has Favorable Upside for Charlotte DFS Lineups
Ross Chastain

Is A Strong Addition for DFS Lineups at Charlotte
Austin Dillon

Should Fantasy Managers Roster Austin Dillon for Charlotte DFS Lineups?
Chase Elliott

Should Be Strong at Charlotte
Carson Hocevar

Confident for Coca-Cola 600
Corey Heim

a Chalk DFS Pick at Charlotte
Michael McDowell

Is Michael McDowell A Tournament Option for Charlotte Lineups?
MLB

Orioles-Tigers Game Postponed on Saturday
MLB

Rays-Yankees Postponed on Saturday
Mickey Moniak

Heads to Injured List With Ankle Sprain
Jackson Merrill

has Sore Ribs, Expected to Avoid Injured List
CFB

Jaron-Keawe Sagapolutele Looking to Take Sophomore Leap
CFB

Jadan Baugh Primed to Lead Florida Offense in 2026
CFB

LSU Hires Ed Orgeron As Special Assistant
CFB

North Carolina and South Carolina Cancel Home-And-Home Series
CFB

Confidence High in Mississippi State's Kamario Taylor
MLB

Reds-Cardinals Game Postponed on Friday
Trevor Story

has Hernia Surgery, Expected to Miss 6-10 Weeks
Roman Anthony

Dealing With Sprained Ligament in his Finger
Ronald Acuña Jr.

Ronald Acuna Jr. Exits Early, X-Rays Come Back Negative
RANKINGS
C
1B
2B
3B
SS
OF
SP
RP

RANKINGS

QB
RB
WR
TE
K
DEF