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About Sean Wrona - RotoBaller

I ran the auto racing statistical archive race-database.com from 2007 to 2015 and have been doing advanced auto racing analytics since 2013, mostly on my website Racermetrics. I was generally regarded as the fastest typist in the world throughout the 2010s, being most famous for winning the Ultimate Typing Championship at the South by Southwest Interactive conference in 2010. In 2021, I released my first book, Nerds per Minute: A History of Competitive Typing. I am currently doing research for a second book where I intend to rank the top 1,000 drivers in motorsports history and have built several statistical models to rank drivers across various motorsports series. I earned a BA in Economics and an MPS in Applied Statistics from Cornell University in 2007 and 2008 respectively. I also am an expert-rated tournament Scrabble player. In high school, I was the statistician for the Mensa Scrabble-by-Mail Special Interest Group and wrote a 15-20 page column in that group's newsletter every other month. As you can see, I've been at this for a quarter century already.

Sean Wrona - RotoBaller has written 189 articles so far, you can find them below.


Ross Chastain Strong on Drafting Tracks, but Greatest Strengths Lie Elsewhere

Ross Chastain qualified 32nd for this weekend's GEICO 500 at Talladega, but starting positions don't really matter here as long as you miss the wrecks. Chastain has been a solid performer on drafting tracks as he has made an on-track pass for the lead in eight of the fourteen NextGen drafting races to date including... Read More

3 weeks ago

Daniel Suárez the Luckiest Driver at Texas, Scores Top Five

Daniel Suárez had a strong fifth-place finish at Texas this weekend, which is one of his most consistent tracks. However, he ran much worse than his finishing result and was probably the luckiest driver in the race. Suarez, the winner of the previous high-banked intermediate race at Atlanta, was nowhere to be seen for most... Read More

4 weeks ago

Late Spinout Costs Denny Hamlin Likely Second-Place Finish

Denny Hamlin had a methodical run at Texas. He ranked second in average speed behind only his driver, Tyler Reddick, who tied him for third in laps led with 37. However, Hamlin's strong run was cut short when he spun out on the penultimate lap of the race shortly after Chase Elliott cleared him for... Read More

4 weeks ago

Ty Gibbs Had Speed at Texas, But Burnt by Pit Crew

Ty Gibbs qualified on the outside front row alongside polesitter Kyle Larson at Texas, but he fell to 13th in what was an extremely topsy-turvy afternoon. Gibbs fell to 8th after the first round of green flag pit stops because he pitted several laps later than the other leaders, then fell to the back after... Read More

4 weeks ago

Ryan Blaney Was Best Ford Driver Until Wreck With Ryan Preece

Ryan Blaney started 7th and consistently ran in the top ten in this weekend's race at Texas until he was wrecked by Ryan Preece on lap 181, resulting in a disappointing 33rd-place finish, which did not reflect how well the No. 12 Ford ran. After staying out on the first Stage break, Blaney had his... Read More

4 weeks ago

Intermediates Not Zane Smith's Bread and Butter

Zane Smith had one of his fastest races of the season last week at Martinsville. Because of that, he overtook Kaz Grala and Daniel Hemric to not have the worst speed percentile of the season anymore, but he's still had a rough start and has been consistently slower than his teammates, Carson Hocevar and Corey... Read More

4 weeks ago

Jimmie Johnson the GOAT at Texas, But NextGen Performance Is Lacking

Jimmie Johnson is clearly the greatest driver in Texas Motor Speedway history, with a record seven wins and 1,152 laps led. He even impressed in the 2022 IndyCar race at Texas as well, where he finished directly between multi-champion teammates Scott Dixon and Álex Palou in his first oval start. However, while it is one... Read More

4 weeks ago

Austin Hill Makes First Cup Series Start of 2024

Austin Hill has finished in the top ten in his last four Texas Motor Speedway starts in the NASCAR Xfinity Series and led 25 laps in this weekend's event on an alternate pit sequence, but he probably won't replicate that feat in Sunday's NASCAR Cup Series event. Hill will be making his first Cup start... Read More

4 weeks ago

Kaz Grala Slowest in Practice at Texas

Kaz Grala starts this weekend's Texas race from the 33rd position. Although Grala was the slowest driver to post a qualifying time in the first qualifying group, he did post a slightly faster lap than his teammate, Justin Haley, although Haley will be starting one position better because he ranked higher within his qualifying group.... Read More

4 weeks ago

Noah Gragson Strong at Texas in Xfinity Series, but Cup Series Prospects Remain Unclear

Although Noah Gragson did not start last year's Texas race because it came after Legacy Motor Club suspended him for the season, he finished 21st in the fall Texas event of 2022, which was held the day after Gragson won from the pole in the Xfinity Series to complete his four-race win streak in that... Read More

4 weeks ago

Texas Native Chris Buescher Historically Struggles at Home Track

Chris Buescher may be Texas's current native son in NASCAR, but his record at his home track is lackluster. Not only has he never finished better than 14th at Texas, he's also never led a lap under green, as he performs better on short tracks and road courses than the 1.5-mile intermediates. However, Buescher had,... Read More

4 weeks ago

Intermediates a Strength for Josh Berry, but Not So Far in the Cup Series

Josh Berry qualified 25th for his first Cup Series race at Texas Motor Speedway and it's difficult to forecast his performance. Intermediates were arguably Berry's best track type in the NASCAR Xfinity Series as he scored a majority of his wins and laps led on them, but he never finished better than 6th at Texas.... Read More

4 weeks ago

Chase Briscoe Has Great Run At Martinsville

Chase Briscoe had easily his best run of the season at Martinsville on Sunday en route to a 10th-place finish. Teammate Ryan Preece passed him at the end because he took tires on the final caution, and Briscoe did not. However, Briscoe ranked sixth in speed, had an average running position of eighth, and easily... Read More

1 month ago

Alex Bowman Still Solid Despite Teammates' Podium Sweep

Sunday's Martinsville race commemorated the 40th anniversary of Hendrick Motorsports' first win. Alex Bowman saw his teammates sweep the podium, but he enjoyed one of his best runs of the season while finishing eighth. Bowman ran in the top 10 for almost the entire race and had an average running position of eighth. He also... Read More

1 month ago

Joey Logano Had Best Pit Strategy But Lacked Winning Speed at Martinsville

Joey Logano had an extremely consistent run at Martinsville yesterday, both starting and finishing sixth and ranking seventh in speed. Although he outran his defending champion teammate, Ryan Blaney, for most of the race, Blaney ran better in the final stage and ended up beating Logano by a single position. Logano led most of Stage... Read More

1 month ago

Kyle Larson Fastest at Martinsville But Not When It Mattered

Kyle Larson won his second consecutive pole at Martinsville yesterday and led the entire first stage without being passed, but was unable to convert that into a race victory. On the stage break caution on lap 86, he took four tires while Joey Logano took two and Larson couldn't make it back to the lead... Read More

1 month ago

Ricky Stenhouse Jr. On Pace For Slowest Ever Season

Ricky Stenhouse Jr. is plodding through quite a rough patch right now. His current speed percentile of 29.42 ranks fourth from last in the NASCAR Cup Series this year. Stenhouse has had below-average speed in every race except the Daytona 500 and it raises the question whether Chevrolet shifted some of its investment away from... Read More

1 month ago

Zane Smith Begins Martinsville 24th On Sunday

After Richmond, Zane Smith overtook Daniel Hemric to become the slowest full-time driver of 2024 with a speed percentile of 16.93. However, he will start 24th at Martinsville. The Spire Motorsports driver ranked higher in his round of qualifying. Smith has never competed at Martinsville in the NASCAR Cup Series, but he did win here... Read More

1 month ago

Short Tracks Remain Michael McDowell's Greatest Weakness

Michael McDowell qualified 35th for Sunday's Martinsville race and this is one of his worst tracks historically. McDowell's average finish stands at 28.4 and he has never finished better than 14th at Martinsville. Front Row Sports' top driver and short tracks have not mixed. Although he usually outruns his teammate Todd Gilliland, short tracks are... Read More

1 month ago

Carson Hocevar Quickest For Spire But Starts 25th Sunday

Carson Hocevar was the fastest qualifier of the three Spire Motorsports drivers for Sunday's Cook Out 400 at Martinsville. However, he will be starting one position behind his teammate Zane Smith because Smith finished higher in his qualifying group. Hocevar had an extremely mediocre run at Martinsville last year, finishing 31st four laps down and... Read More

1 month ago

Daniel Hemric Faster But Not Fast Enough

Daniel Hemric overtook Zane Smith to not be in last place in speed percentile this year at Richmond last weekend, but his speed percentile of 17.87 still ranks second worst in the Cup Series and even at Richmond, he was only faster than 20% of the other cars in that race. Hemric was solid at... Read More

1 month ago

Kaz Grala Best On Short Tracks But Not At Martinsville

Kaz Grala makes his NASCAR Cup Series debut at Martinsville. While the Rick Ware Racing driver had decent speed at Richmond, don't expect him to repeat that feat at Martinsville. This is because his average finish of 21.5 in the Xfinity Series and an average finish of 17.0 in the Craftsman Truck Series. Short tracks... Read More

1 month ago

Harrison Burton Starts 34th From Martinsville On Sunday

Harrison Burton starts 34th at Martinsville on Sunday, far off his three de facto Penske teammates who all qualified in the top fifteen. Like Austin Cindric, Burton has been much closer to his stronger 2022 speed than his weaker 2023 speed this year, but short tracks remain Burton's Achilles' heel. He has never finished better... Read More

1 month ago

Austin Cindric Has Issues On Short Tracks Like Martinsville

Austin Cindric qualified 14th for tomorrow's Martinsville race. Although he was generally much faster in 2022 than in 2023, he did have his best ever Martinsville finish in the 2023 fall event when he finished 9th. However, he is not particularly known for his short track prowess. Cindric had below average speed at both Bristol... Read More

1 month ago

Bubba Wallace's Late-Race Contact With Kyle Larson Ends Up Hurting Him

Bubba Wallace had a very strong run at Richmond this past weekend with an average running position of sixth, his best on a short track since the previous Richmond race last summer. He ranked fifth in driver rating at 102.6 and seventh in average speed. Wallace was running fifth before spinning out Kyle Larson in... Read More

1 month ago

Chase Elliott Not As Fast As Finish Shows At Richmond

Chase Elliott showed his fastest recent pace at times in this past weekend's Richmond race, where his second-place qualifying run was his best since the 2022 fall Martinsville race. He was very fast in the wet portion of the Toyota Owners 400, taking the lead from teammate Kyle Larson on the opening lap before Larson... Read More

1 month ago

Christopher Bell Had Right Strategy, But Penalty Took Him Out At Richmond

Christopher Bell attempted a similar strategy to his Joe Gibbs Racing teammate, Denny Hamlin, the eventual winner of Sunday night's Toyota Owners 400 at Richmond, but it fell short largely because Bell sped in the pits on his penultimate pit stop. Although Bell did not have the speed of his other teammate, Martin Truex, Jr.,... Read More

1 month ago

Daniel Hemric Will Likely Continue To Be Slow at Richmond

Daniel Hemric has been the slowest full-time driver of 2024 with a speed percentile of 17.51. Don't expect that to change much after today's race at Richmond as he qualified a mere 34th only ahead of the Rick Ware cars of Kaz Grala and Justin Haley. Although Hemric finished all three of starts at Richmond,... Read More

1 month ago

Justin Haley's Momentum Derailed by Effects of COTA Disqualification

Although Justin Haley delivered two of Rick Ware Racing's best-ever performances in his last two races, earning the team the best average running position in back-to-back events, his last race at Circuit of the Americas was overshadowed by a post-race disqualification when it was revealed that his car was too light. The last-place finish culminated... Read More

1 month ago

Kaz Grala's Strong Xfinity Series Richmond Record Probably Won't Help Him in Cup

Kaz Grala will be making his first NASCAR Cup Series start at Richmond this weekend, and Richmond was actually one of Grala's most productive tracks in the Xfinity Series, as he scored top-10 finishes in his last three starts there culminating in a fourth-place finish at last year's spring event, tying for his best career... Read More

1 month ago

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REAL-TIME FANTASY NEWS

Filip Chytil14 mins ago

A Game-Time Call Saturday
Craig Kimbrel1 hour ago

Removed From Closer Role For Now
Jasson Domínguez2 hours ago

Jasson Dominguez Set To Begin Rehab Assignment Tuesday Or Wednesday
Ke'Bryan Hayes3 hours ago

Hits The 10-Day Injured List
Jarvis Landry4 hours ago

Works Out With Jaguars Friday
Edwin Díaz4 hours ago

Edwin Diaz Will Be Used In Three Straight Games At Times
Christian Scott4 hours ago

Does Not Have A Hard Innings Limit
Jayden Daniels4 hours ago

Impresses During Rookie Minicamp
Connor Wong5 hours ago

Getting The Day Off On Saturday
Rome Odunze5 hours ago

Sitting Out With Hamstring Tightness
Bam Adebayo5 hours ago

Expected To Receive An Extension
Bryan Woo5 hours ago

Leaves Early Friday, Expected To Make Next Start
Max Scherzer5 hours ago

Given Cortisone Injection
Kyle Schwarber5 hours ago

Dealing With Sore Back
Jesús Luzardo6 hours ago

Jesus Luzardo Activated And Starting Saturday
Pete Fairbanks6 hours ago

Rays Reinstate Pete Fairbanks From Injured List
Freddy Peralta6 hours ago

Back From Suspension, Starting Saturday
George Springer6 hours ago

Kevin Kiermaier, George Springer Still Out Sick
Brandon Lowe9 hours ago

Exits Rehab Game Friday
Matt McLain17 hours ago

Cleared To Resume Throwing And Running
Jorge Soler17 hours ago

Begins Hitting Progression
Lane Thomas17 hours ago

Ramping Up Activity
Kodai Senga17 hours ago

Could Begin Rehab Assignment Soon
Jesús Luzardo17 hours ago

Jesus Luzardo Set To Start Saturday
Gerrit Cole17 hours ago

Throws Long Toss Friday
Robert Gasser17 hours ago

Twirls Gem In Major-League Debut
Josh Hart19 hours ago

Grabs A Double-Double In Game 3
Donte DiVincenzo19 hours ago

Explodes Offensively On Friday
Jalen Brunson19 hours ago

Can't Lift New York To A Win
Myles Turner19 hours ago

Bounces Back In Game 3
Pascal Siakam19 hours ago

Helps Indiana Claim Game 3
Tyrese Haliburton19 hours ago

Surges Again On Friday Night
Bo Nix21 hours ago

Signs Rookie Deal With Broncos
Dean Wade22 hours ago

Picks Up Questionable Tag Ahead Of Game 3
Jarrett Allen23 hours ago

Listed As Questionable For Game 3
Luka Doncic23 hours ago

On Injury Report With New Issue
Precious Achiuwa23 hours ago

Starts Game 3 On Friday
Tyrese Haliburton23 hours ago

Available For Game 3 Against Knicks
Jalen Brunson23 hours ago

Officially Good To Go Friday
Danton Heinen24 hours ago

Remains Day-To-Day
Andrew Peeke1 day ago

On Track To Return On Friday
Jakub Lauko1 day ago

Returns To Bruins Lineup
Adam Henrique1 day ago

A Game-Time Call Friday
Leon Draisaitl1 day ago

Considered A Game-Time Decision On Friday
Sam Bennett1 day ago

A Game-Time Decision On Friday
Aidan O'Connell1 day ago

The Early Favorite To Start For Raiders
Kirk Cousins1 day ago

"Pretty Much Full-Go" This Offseason
Zay Jones1 day ago

Signing With Cardinals
Gabe Davis1 day ago

Working Through Knee Injury
Malik Nabers1 day ago

Giants Sign Malik Nabers To Rookie Deal
Caleb Williams1 day ago

Bears Officially Name Caleb Williams The Starter
Nursulton Ruziboev1 day ago

Set For A Co-Main Event
Joaquin Buckley1 day ago

To Fight In Co-Main Event Of UFC St. Louis
Carlos Ulberg1 day ago

Has A Tough Test In Front Of Him
Alonzo Menifield1 day ago

Looks To Extend His Win Streak
Sean Woodson1 day ago

Looks For Fifth Win In A Row
Alex Caceres1 day ago

Set To Face Sean Woodson At UFC St. Louis
Washington Wizards1 day ago

Brian Keefe Seen As Front-Runner For Wizards' Head-Coaching Job
Phoenix Suns1 day ago

Suns Plan To Hire Mike Budenholzer
Valeri Nichushkin1 day ago

Scores Ninth Postseason Goal
Miro Heiskanen1 day ago

Nets Two Power-Play Goals In Game 2 Victory
Roope Hintz1 day ago

Explodes For Four-Point Performance
Andrei Svechnikov1 day ago

Notches Two Points In Game 3 Loss
Artemi Panarin1 day ago

Hits Game-Winner In Overtime
Vincent Trocheck1 day ago

Extends Multi-Point Streak
Filip Chytil1 day ago

Logs 12 Minutes In First Game In Six Months
Shai Gilgeous-Alexander1 day ago

Leads All Scorers In Losing Effort
Luka Doncic1 day ago

Leads The Way In Game 2 Victory
P.J. Washington1 day ago

Pours In 29 Points
Jaylen Brown2 days ago

Cools Off In Game 2
Jayson Tatum2 days ago

Can't Lead Boston To A Win On Thursday
Brock Bowers2 days ago

Raiders Sign Brock Bowers To Rookie Deal
Donovan Mitchell2 days ago

Leads The Way In Game 2
Kyren Williams2 days ago

Rams Looking To Keep Kyren Williams Fresh in 2024
Jared Goff2 days ago

Extension A "High Priority" For Lions
NJ2 days ago

Devils Interested In Sheldon Keefe
Joel Kiviranta2 days ago

Avalanche Hope To Get Joel Kiviranta Back For Game 2
Mason Marchment2 days ago

Back In Stars Lineup Thursday
Brett Pesce2 days ago

Remains Out Indefinitely
Evgeny Kuznetsov2 days ago

Re-Enters Hurricanes Lineup
Pyotr Kochetkov2 days ago

Starts Game 3 For Carolina
Keon Coleman2 days ago

To Start Right Away For Bills
Hideki Matsuyama2 days ago

Withdraws From Wells Fargo Championship
Allen Robinson II2 days ago

Allen Robinson Signs With Giants
Brad Marchand2 days ago

Starting To Heat Up Again
Waldo Cortes-Acosta2 days ago

Looks To Extend Win Streak At UFC St. Louis
Robelis Despaigne2 days ago

Puts Undefeated Record On The Line At UFC St. Louis
Mateusz Rębecki2 days ago

Mateusz Rebecki A Big Favorite At UFC St. Louis
Diego Ferreira2 days ago

Ends Year-Long Layoff At UFC St. Louis
Rodrigo Nascimento2 days ago

An Underdog At UFC St. Louis
Derrick Lewis2 days ago

Gets Main-Event Spot At UFC St. Louis
Josh Jacobs3 days ago

Has Chip On His Shoulder
Zay Jones3 days ago

Chiefs Next On Zay Jones' List Of Visits
Michael McDowell3 days ago

Will Join Spire Motorsports In 2025
Christian Watson3 days ago

"In A Great Place" With Hamstring Injury
Zay Jones3 days ago

Visiting Cowboys On Wednesday
Brandon Aiyuk3 days ago

49ers Want To Keep Brandon Aiyuk For The Long Term
Patrick Cantlay3 days ago

Looking To Reverse Quail Hollow Fortunes
Hideki Matsuyama3 days ago

Eyeing 10th Tour Victory In Charlotte
Russell Henley3 days ago

A Player To Avoid At Wells Fargo Championship
Will Zalatoris3 days ago

Back In Action At Quail Hollow
Christiaan Bezuidenhout3 days ago

Rolling Into Wells Fargo Championship
Denny McCarthy3 days ago

A Risky Option At Quail Hollow
PGA3 days ago

J.T. Poston Showing Upside Ahead Of Wells Fargo Championship
Michael McDowell3 days ago

To Leave Front Row Motorsports After 2024
Adam Schenk4 days ago

To Continue Playing Well At Quail Hollow?
Taylor Pendrith4 days ago

Heads To Quail Hollow After First Win In 2024
Adam Scott4 days ago

Heads To Quail Hollow In Solid Form
Tony Finau4 days ago

Returns To Wells Fargo Championship
Anthony Richardson4 days ago

Progressing Well, Feels Ready To Go
Keegan Bradley4 days ago

Looking To Find Putting Confidence At Quail Hollow
Billy Horschel4 days ago

A Volatile Option At Wells Fargo
Taylor Moore4 days ago

Attempts To Rebound At Charlotte
Lucas Glover4 days ago

Could Feel Close To Home At Wells Fargo
Si Woo Kim4 days ago

Playing Well Heading To Quail Hollow
Kurt Kitayama4 days ago

Likely To Lurk In Charlotte
Andrew Putnam4 days ago

Poised To Keep Rolling At Wells Fargo
Akshay Bhatia4 days ago

Looking To Continue Strong Play In Charlotte
Adam Hadwin4 days ago

An Interesting Pick At Wells Fargo
Kyle Larson5 days ago

Gets Win In Kansas With Amazing Photo Finish
Chris Buescher5 days ago

Misses Victory At Kansas In Closest NASCAR Finish Ever
Tyler Reddick5 days ago

Unexpectedly Lackluster at Kansas
Ty Gibbs5 days ago

Had Speed But Was Foiled by Pit Strategy at Kansas
William Byron5 days ago

Unable to Fully Recover From Qualifying Crash at Kansas
Kyle Busch5 days ago

Showing Consistent Speed Again After Mediocre Short Track Stretch
Martin Truex Jr5 days ago

. Misses Out On Victory At Kansas
Chase Elliott5 days ago

Scores Hard-Fought Podium Finish At Kansas
Denny Hamlin5 days ago

Sees Win Slip Away Late At Kansas
Alexandre Pantoja5 days ago

Edges Out Competitive Decision At UFC 301
Steve Erceg5 days ago

Drops Decision Matchup
Ihor Potieria5 days ago

Gets Submitted At UFC 301
Michel Pereira5 days ago

Stops Ihor Potieria In The First Round
Paul Craig5 days ago

Gets Knocked Out At UFC 301
Noah Gragson5 days ago

Earns Third Top-10 Finish In Three Weeks With Ninth-Place Finish
Alex Bowman5 days ago

Delivers Value In DFS At Kansas
Christopher Bell6 days ago

Takes Sixth Place On Sunday Night
Michael McDowell6 days ago

Ends Up 10th At Kansas
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