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Sean Wrona - RotoBaller

907 articles

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 have just recently launched a blog at http://seanwrona.substack.com/ where I am releasing one driver capsule a day for my book if you are interested in subscribing. 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.

Articles

Brad Keselowski Vulnerable On Playoff Bubble At Charlotte

Even though Brad Keselowski sits on the playoff bubble with a two-point advantage over Tyler Reddick for the last playoff spot, his odds of advancing to the Round of 8 do not look good. Keselowski has badly struggled on road courses in recent years due to both a lack of speed and numerous self-inflicted errors. […]


Ryan Blaney’s Team Unlikely To Focus On This Race

Having advanced to the Round of 8 in the NASCAR Cup Series playoffs with his win at Talladega last week, Ryan Blaney gets a breather and doesn't have to worry about the Charlotte ROVAL race. Blaney has not run well on road courses this season with an average finish of 21.4 and a speed percentile […]


Chris Buescher Should Run Well At Charlotte

Chris Buescher enters tomorrow's Bank of America ROVAL 400 as arguably the most consistent NASCAR driver of the season. Not only did he have a streak of 20 consecutive top twenty finishes, the longest of the season, but he has finished no worse than 11th in his last ten road course starts. Even though he […]


Ty Gibbs's Spring Talladega Speed May Carry Over To The Fall

As Ty Gibbs sees tracks the second time in his rookie season, it's only natural that he would improve performance-wise. In the last six races, Gibbs ranked second in speed at Watkins Glen and third at Bristol, where he led 102 laps. Now he returns to the site of his first on-track lead change. In […]


Michael McDowell Likely Victim Of Team's Change in Focus

Although Michael McDowell finished well on drafting tracks in 2021 and 2022, don't expect him to contend at Talladega this weekend. Despite the massive Ford advantage on drafting tracks, McDowell has failed to lead a lap on those tracks all season. He did finish fourth in the summer Atlanta race, that performance was inflated as […]


Chase Briscoe Fast At Tracks Like Talladega

Chase Briscoe has had a rather baffling season. After being one of the breakout drivers of 2022, many people expected Briscoe to challenge Kevin Harvick to be the leader at Stewart-Haas Racing. Instead, Briscoe has been the slowest SHR driver by far this year, ranking only 28th in speed. However, despite his mediocrity elsewhere, Briscoe […]


Talladega Might Be Kevin Harvick's Last Chance for Victory

If Kevin Harvick is going to win in his final season, tomorrow's YellaWood 500 may be his last great shot. The Fords have had a massive advantage in the drafting races this year as Ford drivers have led the most laps in all five drafting races this season including leading over half the laps in […]


Ross Chastain's Season Quietly Better Than It Seems

Although Ross Chastain has taken his share of criticism for his crashes, and lack of dominance. Despite ranking only 11th in speed, Chastain ranks 9th in overall points, tied for 3rd in races with an on-track pass for the lead, 7th in cumulative races led (which adjusts laps led for differential race lengths), and 6th […]


Christopher Bell's Crash Avoidance Boosts Playoff Hopes

Christopher Bell sits twenty points above the playoff cutline entering Talladega to get into the Round of 8. As with his teammate Denny Hamlin, he likely will face an equipment disadvantage in tomorrow's race to some extent. Penske and RFK Fords have had a substantial speed advantage on drafting tracks this season, so he likely […]


Denny Hamlin's Consistent Drafting Finishes Should Help Sunday

Denny Hamlin enters Sunday's YellaWood 500 second in the points standings 37 points above the cutline and fifteen points higher than Chris Buescher, the next driver not locked in. Despite his past success on drafting tracks, he seems unlikely to win. Hamlin drives a Toyota while Ford drivers have led the most laps in all […]


Erik Jones Looks Great At Texas Motor Speedway

While his wunderkind teammate Carson Hocevar is currently stealing most of the headlines for Legacy Motor Club, Erik Jones perseveres despite having a slower car than he did last year. Jones finished between 8th and 11th at every non-drafting superspeedway from Nashville to Darlington unexpectedly culminated in a 3rd-place finish at Kansas, easily the team's […]


Alex Bowman's Mediocre Speed Doesn't Bode Well for Texas

Alex Bowman's 2022 playoff campaign was derailed by a concussion he suffered in a crash at Texas, which caused him to miss the next five races. After a promising start to 2023, a back injury in a sprint car crash in Iowa again forced him to miss races. Bowman suffered a significant downturn in speed […]


Michael McDowell Unlikely to Duplicate Bristol Result

Although Michael McDowell did defy expectations and unexpectedly delivered the best short track run of his entire career in last weekend's Bristol Night Race, his 6th-place finish was still not enough for him to advance as he finished 16 points below the cutline. Considering he was the only driver who entered the playoffs with below-average […]


Kevin Harvick's Poor Bristol Run Raises Questions

Kevin Harvick was eliminated from the playoffs in last weekend's Bristol Night Race by four points after an uncharacteristically poor 29th-place finish. It would have been easy for Harvick to advance since the two bubble drivers who advanced to the next round, Martin Truex, Jr. and Bubba Wallace, scored mediocre 19th and 14th place finishes […]


Christopher Bell Will Be Fast But Could Falter Late

Christopher Bell did not get that fourth straight pole. However, the three Joe Gibbs Racing veterans have had blistering speed on intermediates with Truex leading the series with a speed percentile of 88.77% on those tracks followed by Denny Hamlin's 87.56%, Kyle Larson's 84.22%, and Bell's 80.07%. The Toyota dominance continued in qualifying with Bubba […]


Chris Buescher Quick, But Suffers With Intermediate Speed

Chris Buescher has been one of the hottest drivers in the Cup Series with three wins and five top tens in the last seven races. He leads Ford drivers in both wins and speed, having overtaken Kevin Harvick at Bristol to become the fastest Ford driver this year with a speed percentile of 63.76%, but […]


William Byron Should Be Fast But Only Contend

William Byron enters tomorrow's race at Texas in a tie for the points lead with Martin Truex, Jr. Byron leads the Cup Series this season in numerous categories including wins, top tens, laps led, fastest laps, average speed, and races with a pass for the lead. His prospects of advancing to the Round of 8 […]


Austin Cindric's Short Track Woes Will Likely Continue

Although he did have a memorable finish in the 2021 Xfinity night race at Bristol with A.J. Allmendinger when both drivers crashed across the finish line while battling for the win, don't expect Austin Cindric to contend in the Cup night race Saturday. Not only has this been the slowest season for Team Penske in […]


Alex Bowman Unlikely To Contend At Bristol

While his Hendrick teammates are all likely to deliver strong performances in the Bristol night race Saturday night, Alex Bowman is unlikely to do the same. Unlike Chase Elliott, who has picked up speed this year in recent weeks after his injury, Bowman has been unable to duplicate that. Bowman ranked second in speed with […]


Chase Elliott's Improved Speed May Bode Well For Bristol

Despite missing the driver's playoffs, Chase Elliott has his mojo back in recent weeks. He now ranks 8th in speed this year with a speed percentile of 68.37%, having recently overtaken teammate Alex Bowman to become the third-fastest Hendrick driver this year. In the last five races, he ranks 5th in speed with a speed […]


Michael McDowell Likely Needs Win To Advance

Although Michael McDowell made the playoffs and earned his best short track qualifying performance ever for Saturday night's Bristol race, he almost certainly won't advance to the Round of 12. He ranks last in the playoffs 40 points below the cutline, which means he needs a win. Stage points might help as well. However, short […]


Bubba Wallace Needs Some Help To Advance

Bubba Wallace enters Saturday night's Bristol race 19 points beneath the playoff cutline after blowing a tire and hitting the wall at Kansas last weekend while running second. Unfortunately, having bad luck at his best track means he likely needs a great finish at a track that has historically been not so good. In eight […]


Joey Logano In Danger Of Missing Round Of 12

Joey Logano ranks 11th in points, a mere 12 points above the playoff cutline entering Saturday's Bristol night race. Despite winning last year's championship, his prospects of advancing look not that certain. In last year's race, he finished 27th after a suspension failure and only ranked 16th in speed. Although he did win the inaugural […]


Ryan Preece Likely To Struggle at Kansas

Two weeks after his crash in the regular season finale at Daytona, Ryan Preece persevered and didn't miss any races, running the entire race in last weekend's Southern 500 en route to a 28th place finish. However, he is unlikely to run well at Kansas for a variety of reasons. The Fords in general and […]


Erik Jones Should Contend for Top Ten Finish

Although Erik Jones has had much slower cars this year than he did last year since Chevrolet withdrew funding from the Legacy Motor Club team after they announced their switch to Toyota, Jones is still quietly delivering solid performances especially on unrestricted superspeedways. In the last four races on such tracks at Loudon, Pocono, Michigan, […]


Kevin Harvick Can Contend At Kansas But Not Win

Kevin Harvick will make his final start at the Kansas Speedway in tomorrow's Hollywood Casino 400. Kansas has been an excellent track for Harvick in the past. He has won three times and led 949 laps. However, he has not led since 2020 as the Stewart-Haas team has had a general decline in speed that […]


Chase Elliott May Return To Form At Kansas

Although he shockingly failed to make the playoffs for the first time in his career, Chase Elliott still stands a strong chance to be the playoffs' biggest spoiler, especially given the speed Hendrick Motorsports typically has at Kansas. In addition to winning there in 2018, Hendrick drivers have led the most laps in four of […]


Kansas Is Bubba Wallace's Best Shot For Playoff Win

Bubba Wallace returns to Kansas as a playoff contender for the first time. Not only did the 23XI Racing team sweep the Kansas races last year with Kurt Busch winning in the spring event and Wallace winning in the summer, but the Toyotas have maintained that speed all year on the intermediate tracks. In the […]


Kevin Harvick Should Finish Well Sunday

While Kevin Harvick successfully extended his streak of consecutive playoff appearances to fourteen, the outgoing Stewart-Haas driver has struggled with speed this year as his speed percentile of 61.92% (slowest since 2009). He was the fastest Ford driver for most of this season. However, Harvick was passed by Chris Buescher in that category last week […]


Alex Bowman Strong Dark Horse Because Of Blake Harris

Despite failing to advance to the playoffs for the first time as a full-time Hendrick driver, Bowman has actually performed better this year than you likely think. Bowman's speed percentile of 67.47% this year is actually his third-best as a full-time Hendrick driver; he was only faster in 2020 and 2021. The main difference is […]


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REAL-TIME FANTASY NEWS

Baltimore Ravens

Emery Jones to Start Training Camp on NFI List
Von Miller

Signs With Commanders
Alfred Collins

Agrees to Four-Year Rookie Deal
LeBron James

Mavs Not Interested in "Gutting its Roster" For LeBron James
Josh Hart

Undergoes a Procedure on Right Finger
Rashawn Slater

Likely Practicing During Extension Talks
Stefon Diggs

Trending Towards Being Available Week 1
Jake Burger

Goes on 10-Day Injured List With Quad Strain
Cleveland Browns

Elerson Smith Retires From Football
Justyn Ross

Chiefs Waive Justyn Ross
Tre Harris

Chargers Hope to Get Tre Harris on the Field Soon
Najee Harris

Likely to Begin Training Camp on NFI List
Sal Frelick

Dealing With Grade 1 Hamstring Strain, TBD for Start of Second Half
Darren Waller

Signs $2 Million Deal With Dolphins
Chris Sale

Plays Catch
C.J. Stroud

Working on Speed, Pocket Mobility Entering Year 3
Daiyan Henley

Daiyan Henley Full-Go for Training Camp
Bradley Beal

Heading to Los Angeles to Join Clippers After Contract Buyout
Rayan Rupert

Scores 24 Points in Summer League Win
Kurtis Rourke

Starting Training Camp on NFI List
Derik Queen

Collects Third Consecutive Double-Double in Summer League Loss
GG Jackson II

Records 13 Points in Summer League Action on Tuesday
Johni Broome

Logs Double-Double Against Wizards
Micah Parsons

Not Worried About Extension Talks
Jahdae Barron

Broncos Agree to Terms With Jahdae Barron on Rookie Deal
Tyrone Broden

Seahawks Place Tyrone Broden, Montorie Foster on NFI List
DaRon Holmes II

Records Double-Double in Summer League Loss to Raptors
Landon Jackson

Lands on PUP List
Kyle Schwarber

Named All-Star Game MVP
Harris English

Takes Stellar 2025 Performance to The Open Championship
Aldrich Potgieter

Seeks Better Result in Northern Ireland
Ja'Kobe Walter

Produces Big Numbers at Both Ends Against Nuggets
Cameron Young

Likely to Hang Around at The Open Championship
Ajay Mitchell

Outstanding Against Magic Tuesday
Cameron Smith

Just Trying to Make the Cut at Royal Portrush
Jordan Spieth

Is Jordan Spieth Still a Natural for Links Style Golf?
VJ Edgecombe

Busy in Las Vegas Summer League Debut
Patrick Reed

a Viable Option at The Open Championship
PGA

Sungjae Im Wants to Rebound from Last Experience at Royal Portrush
Dominick Barlow

to Sit Out Rest of Summer League
Xander Schauffele

Looks to Defend His Claret Jug at Royal Portrush
Tony Finau

Trying to Turn Tide at Royal Portrush
NBA

Oshae Brissett Links Up with Maccabi Tel Aviv
Daniel Brown

Seeks a Rebound at The Open Championship
Rory McIlroy

Will be the Most Watched Player This Week at Royal Portrush
Charlotte Hornets

Josh Okogie Waived by Hornets
Daniel Berger

Trending Poorly as The Open Championship Looms
Clayton Kershaw

Retires Both Batters In ASG Appearance
Eugenio Suárez

Eugenio Suarez Hit In Pinky In All-Star Game, X-Rays Negative
MLB

NL All-Stars Win On Tie-Breaker Home Run Swing-Off
Junior Colson

Competing for Starting Job
Isaiah Likely

Ravens Looking to Extend Isaiah Likely
Kyle Pitts

Not in Falcons' Long-Term Plans?
Quinshon Judkins

Browns in "No Rush" to Sign Quinshon Judkins to Rookie Deal
Robert MacIntyre

Hoping to Bounce Back at Open Championship
Shane Lowry

Hopes to Repeat at Royal Portrush
Brian Harman

Hopes to Rekindle Some Magic at the 153rd Open
UTA

Michael Carcone Returns to Utah on One-Year Contract
Bowen Byram

Signs Two-Year Deal with Sabres
Morgan Barron

Jets Re-Sign Morgan Barron for Two Years
Dereck Lively II

Undergoes Right-Foot Surgery Tuesday
Isaiah Collier

Logs a Double-Double in Summer League Action on Monday
Devin Carter

Posts 17 Points Versus Suns
Bronny James Jr.

Scores 17 Points in Summer League Loss
Harrison Ingram

has Impressive Outing Against Jazz
PGA

Chris Gotterup Punches Ticket to Royal Portrush With Win at Scottish Open
Bryson DeChambeau

Hopes to Reverse Links Golf Struggle at the 153rd Open
Keegan Bradley

Needs to Find The Weekend at Royal Portrush for Ryder Cup Hopes
Kyle Filipowski

Records 35-Point Double-Double Against Spurs
Kel'el Ware

Dominates Against Celtics
Oneil Cruz

Ties Home Run Derby Distance Record
Cal Raleigh

Wins 2025 Home Run Derby
Justin Thomas

Finishes Tied For 22nd at Genesis Scottish Open
Scottie Scheffler

Finishes Tied For Eighth at Genesis Scottish Open
Jon Rahm

Finishes in Second at LIV Andalucia
Tallison Teixeira

Suffers First-Round TKO
Derrick Lewis

Scores First-Round TKO
Michael Lorenzen

Royals Put Michael Lorenzen on Injured List With Oblique Strain
Stephen Thompson

Loses Controversial Split Decision
Gabriel Bonfim

Wins Controversial Split Decision
Calvin Kattar

Gets Outclassed At UFC Nashville
Steve Garcia

Extends His Win Streak
Nate Landwehr

Gets Knocked Out
Morgan Charrière

Morgan Charriere Scores Third-Round Knockout
Austen Lane

Suffers Submission Loss
Vitor Petrino

Scores First-Round Submission In Heavyweight Debut
Tuco Tokkos

Earns His First UFC Win
Junior Tafa

Unsuccessful in his Light-Heavyweight Debut
Chase Elliott

Charges to A Finish of Third At Sonoma
Chase Briscoe

Finishes Second With his First Career Road-Course Top-Five at Sonoma
Christopher Bell

Rollercoaster Day Ends With Top-5 Finish at Sonoma
William Byron

Maintains the Regular-Season Points Lead
Kyle Busch

Earns A Hard-Fought Top-10 Finish At Sonoma
Alex Ovechkin

Not Thinking About Retirement
PIT

Penguins Acquire Arturs Silovs
NHL

Nikolai Kovalenko Returns to Russia
Yoshinobu Yamamoto

Tosses Gem Against Giants
Shota Imanaga

Shuts Down Yankees on Sunday
Nathan Eovaldi

Dominant Again in Seventh Win
Tyler Reddick

Evades Near Upset to Remain Alive in In-Season Challenge
Ty Gibbs

One of Three Tylers to Make In-Season Challenge Semifinals
Kyle Larson

Curiously Mediocre at Sonoma Before Late-Race Crash
NASCAR

John H. Nemechek Edges Out Teammate to Make In-Season Challenge Semifinal
Alex Bowman

Ty Dillon Bumps Alex Bowman to Advance to In-Season Challenge Semifinal
Chicago White Sox

Billy Carlson Goes 10th Overall to White Sox
Cincinnati Reds

Steele Hall Selected Ninth by Cincinnati
Toronto Blue Jays

Blue Jays Select JoJo Parker with Eighth Overall Pick
Miami Marlins

Marlins Select Aiva Arquette With Seventh Overall Pick
Pittsburgh Pirates

Pirates Select Seth Hernandez with Sixth Overall Pick
Kyle Stowers

Punishes Former Team with Three-Homer Game
St. Louis Cardinals

Cardinals Select Liam Doyle with Fifth Overall Pick
Colorado Rockies

Rockies Select Ethan Holliday Fourth Overall
Shane Van Gisbergen

Can Anyone Beat Shane van Gisbergen at Sonoma?
Tyler Reddick

Better at Sonoma Than Record Shows
Chase Elliott

a Prime DFS Option at Sonoma
Michael McDowell

Struggling a Bit at Sonoma
NASCAR

Christopher Bell Has Never Finished Better Than Ninth at Sonoma
Ryan Blaney

Has Top-10 Upside at Sonoma
NASCAR

Sunday at Sonoma Will Likely Be a Long Race for Bubba Wallace
Kyle Larson

Is A Likely Top-Five Contender for Sonoma
Ryan Preece

Points Position Could Affect Race at Sonoma
Todd Gilliland

Struggling to Find Speed at Sonoma
Ty Gibbs

May be an Underrated Favorite to Compete for the Win at Sonoma
Erik Karlsson

Open to Move Away From Pittsburgh
Zach Hyman

Hopes to be Ready for Start of Next Season
SJ

Jeff Skinner Joins Sharks on One-Year Contract
Ryan Reaves

Traded to Sharks
Vladislav Kolyachonok

Moves to Dallas
Matt Dumba

Lands in Pittsburgh
Mackie Samoskevich

Re-Signs with Panthers on One-Year Deal
Josh Manson

Inks Two-Year Extension with Avalanche
EDM

Isaac Howard Signs Three-Year, Entry-Level Contract With Oilers
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