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Sean Wrona - RotoBaller

726 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

Harrison Burton's Lack of Short Track Speed Likely Dooms Him at Iowa

Harrison Burton qualified 25th for this evening's inaugural NASCAR Cup Series race at Iowa. He started one Iowa race for Joe Gibbs Racing in the Xfinity Series and finished fourth, but was no match for his teammate, Christopher Bell, who won that race. Despite that performance and two top fives in the Craftsman Truck Series, […]


Josh Berry Could Break Out at Iowa

Josh Berry had the second-best qualifying run of his career at Iowa Speedway thyis weekend and will be starting third for the Iowa Corn 350. Although he had not started a race at Iowa since 2016, he still has less of an advantage than he usually does as a rookie driver because most of the […]


Ross Chastain Earns First Top Five Since Las Vegas, but Not Without Controversy

After a string of mediocre runs due to curiously slow cars, Ross Chastain returned to form and finished fifth at Sonoma, scoring his best career finish at the track and his first top-five since Las Vegas. Chastain was consistently fast, particularly at the end of Stage 2 when he passed Tyler Reddick, and he was […]


AJ Allmendinger Had a Quiet but Very Strong Run at Sonoma

AJ Allmendinger finished sixth in yesterday's race at Sonoma, matching his best finish at the track from last year and also matching the Daytona 500 and COTA for his best finishes this year. However, his performance yesterday was stronger than any of those other races, as he scored a driver rating of 108.3, his highest […]


Cam Waters Caught Up In Multi-Car Pile-Up In NASCAR Cup Series Debut

Cam Waters made his NASCAR Cup Series debut on Sunday at Sonoma. Although he was fresh off of winning the last Supercars race at Wanneroo Raceway last month and he also made a few starts in the NASCAR Craftsman Truck Series this year (which gave him a bit more experience than his fellow Supercars debutant […]


Michael McDowell Recovers To Second At Sonoma After Off-Track Excursion

Michael McDowell made a surprise charge to finish second on Sunday, giving him his best finish both at Sonoma and this year. His finish was improbable, as he was caught up in a crash in the grass with Austin Cindric and Noah Gragson, but McDowell's strategy was on point, while many other contenders made their […]


Engine Failure Gives Denny Hamlin His Second Straight Last-Place Finish At Sonoma

Denny Hamlin had a catastrophic engine failure while crossing the start-finish line to complete Lap 2 in Sunday's Toyota/Save Mart 350 at Sonoma. The engine failure came without warning, snapped a five-race top-five streak for Hamlin, and cost him the points lead to eventual race winner Kyle Larson. Hamlin was relegated to a 38th-place finish, […]


Christopher Bell Earns Surprise Top-10 Finish After Mid-Race Crash

Although Christopher Bell was mostly a non-factor at Sonoma, he earned a quiet 10th-place finish and suffered less bad luck than any of his Joe Gibbs Racing teammates. This is not to say he had no bad luck, though, as Josh Berry spun him out on Lap 35 while trying to recover from sliding off […]


Ryan Preece's Paltry Road Course Record Makes Him an Extreme Sonoma Longshot

Although Ryan Preece has improved his finishing position in each of his NASCAR Cup Series starts at Sonoma, having finished 29th in 2019, 21st in 2021, and 13th in 2023, don't expect that trend to continue in this weekend's Toyota/Save Mart 350 at Sonoma. Not only is his 30th-place starting position his worst ever at […]


John Hunter Nemechek's Road Course Record Too Mediocre to Overcome

John Hunter Nemechek has never competed at Sonoma in the NASCAR Cup Series because the Sonoma race was canceled due to the COVID-19 pandemic during his only previous full-time Cup Series season in 2020. Nemechek has competed there in both the Xfinity Series and the Craftsman Truck Series, but he has never finished better than […]


Corey LaJoie's Decline in Form Will Likely Continue at Sonoma

Although much of the backlash against Corey LaJoie has been unwarranted, it's still becoming quite clear that he isn't running as well as he did in 2022 and 2023. His disappointing 32nd-place finish at Gateway while his rookie teammate, Carson Hocevar, finished 8th makes it hard for even his most ardent defenders to make much […]


Erik Jones Will Likely Be Stifled by Injury and Lack of Speed

While Erik Jones had some good road course runs for Joe Gibbs Racing, this track type has clearly not been his metier since he lost the No. 20 ride in the NASCAR Cup Series and switched to the No. 43 car, particularly since the introduction of the Next Gen car. In his three Sonoma starts […]


Noah Gragson Faster Than Expected Despite Minimal Sonoma Experience

Although Noah Gragson has never won a road course race at a higher level than the ARCA East Series, he has performed unexpectedly well at Sonoma this weekend. He ranked seventh-fastest in practice and led all four Stewart-Haas cars in qualifying with a 19th-place starting position. Gragson has never started a race at Sonoma in […]


Will Brown Shows Potential, but He's No Shane van Gisbergen

After Shane van Gisbergen's surprise win last year, NASCAR teams have hired Supercars drivers en masse hoping to replicate SVG's results. This weekend's winners of the Supercars sweepstakes are current points leader, Will Brown, and most recent race winner, Cameron Waters. After Brown surprisingly was third-fastest in practice at Sonoma this weekend, many fans speculated […]


Chase Briscoe a Decent Road Racer, but Not So Much at Sonoma

Although Chase Briscoe has run well at several road courses in the past, Sonoma is not one of them. Despite finishing on the lead lap in all three of his starts, he's never led a lap and posted a best finish of 13th, best start of 15th, and average finish of 19.7 at Sonoma. He […]


Sonoma Has Been One of Josh Berry's Worst Tracks

Josh Berry qualified 32nd for this weekend's NASCAR Cup Series race at Sonoma. He has only made one Cup Series start on a road course thus far at COTA and he ran poorly, starting 31st, finishing 35th, and scoring his second-worst driver rating of the season in that event. He only made one Sonoma start […]


Martin Truex Jr. Remains Snakebitten After Tire Failure While Running Second

Martin Truex Jr. has long been NASCAR's unluckiest superstar, particularly in the years since James Small took over as crew chief. While Truex still ranks third in speed this year with a speed percentile of 82.69, he has no wins to show for it, and Gateway might have been his biggest miss of the season. […]


Michael McDowell Strong In Qualifying Before Fading At Gateway

After never winning a pole before this year, Michael McDowell won his third pole on Saturday at Gateway, tying him with Kyle Larson for the most poles this season. While McDowell led 40 laps yesterday (the most he has ever led on an oval), Christopher Bell passed him for the lead late in Stage 1. […]


Kyle Busch Fast Before Mid-Race Crash At Gateway

Kyle Busch's season is better than most people think. Busch passed Todd Gilliland for the lead on a restart at Gateway and held it before Christopher Bell overtook him shortly thereafter, giving Busch his seventh race with an on-track pass for the lead, tied for second-most this season. However, that ultimately doesn't matter since he's […]


Christopher Bell Dominates For Second Straight Week Until Engine Goes Sour

By most metrics, Christopher Bell dominated Sunday's Enjoy Illinois 300 at Gateway. Not only did he have the fastest average lap time by nearly a 10th of a second, he led the most laps, won the first two stages, and made three of the race's five on-track passes for the lead. It's debatable whether Ryan […]


Daniel Suárez's Race Speed Deficit and Poor Qualifying Don't Bode Well for Gateway

Although his win at Atlanta locked him into the playoffs, Daniel Suárez's season has rapidly unraveled since then as he had a streak of ten races with below-average speed from Phoenix to Darlington, but he finally had above average speed again in last week's Coca-Cola 600 for the first time since Las Vegas. While that […]


Lack of Speed and Stewart-Haas Racing Closure Will Likely Doom Ryan Preece at Gateway

Ryan Preece qualified 32nd for this weekend's Gateway race but all signs point toward him having an extremely mediocre run on Sunday. All four Stewart-Haas cars qualified badly, most likely because it was announced that the team is going out of business, and while Preece's teammates haven't had a large difference in performance this year, […]


Corey LaJoie Looks to Redeem Himself After Last Year's Gateway Disappointment

Corey LaJoie qualified 15th at Gateway, earning his best oval start this year. He's perhaps eager to prove himself here because his underachievement in the No. 9 Hendrick car in last year's race caused many fans who previously considered him one of the best underdogs in the NASCAR Cup Series to believe that he's always […]


Carson Hocevar Seeks to Fulfill the Promise of Last Year's Auspicious Gateway Debut

Carson Hocevar made his NASCAR Cup Series debut at Gateway last year and attracted a lot of attention when he outran his current teammate Corey LaJoie when LaJoie was substituting for Chase Elliott in his No. 9 Chevrolet after his suspension, while Hocevar drove LaJoie's usual No. 7 Spire Motorsports car. Although Hocevar crashed in […]


Ross Chastain Has Gained Consistency, but Probably Not Fast Enough to Win at Gateway

Ross Chastain qualified 16th for this weekend's Enjoy Illinois 300 at Gateway. While Chastain has neither led a lap at the track nor finished better than 8th, he did win a Craftsman Truck Series race here in 2019 and the track's egg shape greatly resembles Darlington Raceway, where he has usually done well. Chastain has […]


Chase Briscoe Should Struggle at Gateway After Being Distracted by Team's Shutdown Announcement

Although Chase Briscoe won the pole for the inaugural NASCAR Cup Series race at Gateway and led the first 27 laps, it's unlikely that Briscoe will seriously contend in this weekend's Enjoy Illinois 300. In last year's event, he was a complete nonfactor as he started 25th and finished 34th. This weekend he qualified 23rd. […]


Josh Berry Unlikely to Contend at Gateway

After earning his best two finishes of the NASCAR Cup Series season in back-to-back weeks, Josh Berry makes his first start in the Cup Series at Gateway this weekend. He competed in one previous Gateway race in the Craftsman Truck Series in 2021 where he qualified 14th and finished 15th for Rackley W.A.R., roughly commensurate […]


Tyler Reddick Recovers From Drive-Through Penalty To Finish Fourth At Charlotte

After his team made an unapproved adjustment after pre-qualifying inspection, Tyler Reddick was forced to start last and make a drive-through penalty at the start of Sunday night's Coca-Cola 600 at Charlotte Motor Speedway. He came out of the pits directly in front of Ty Gibbs and was able to stay in front of him […]


Ty Gibbs Has Great Speed At Charlotte

In his second season, Ty Gibbs remains very fast, as he ranks fifth in Cup Series speed with a speed percentile of 71.96, and he backed that up at Charlotte with his first-ever pole and his second-fastest lap this year. However, he ultimately finished sixth, both in the race and in his speed ranking. Although […]


William Byron Finishes Third, Has Significantly Improved At Passing

Despite all of William Byron's recent strengths, one of his weaknesses has been passing on long runs. Although he is usually electrifying on short runs, particularly late in races, he often struggled to dominate entire stints last year, and in 2023's Coca-Cola 600, he had a dismal 2-7 lead change record as he kept retaking […]


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REAL-TIME FANTASY NEWS

PGA

Niklas Norgaard May Not Be Cut Out For Texas
Rasmus Hojgaard

Could Be Up Or Down In Texas
Ben Rice

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Scottie Scheffler

The Untouchable Favorite At CJ Cup
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Austin Eckroat

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Beau Hossler

Finishes Tied For 60 At Valero Texas Open
Doug Ghim

Finishes Tied For 18 At the Valero Texas Open
Jordan Spieth

Finishes Tied For 18 At RBC Heritage
Kurt Kitayama

Misses The Cut At Valero Texas Open
Si Woo Kim

Finishes Tied For Eighth At RBC Heritage
George Kirby

"Feeling Great", Could Throw Again On Sunday
Tyler Fitzgerald

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Josh Lowe

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Gabriel Vilardi

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Brandon Hagel

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Cole Ragans

Won't Start On Wednesday
Dylan Moore

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Jonas Siegenthaler

Considered A Game-Time Decision Tuesday
Brett Pesce

A Game-Time Call Tuesday
Yordan Alvarez

Back In Tuesday's Lineup
Frederik Andersen

Unavailable Tuesday
Aaron Nesmith

Upgraded To Available
Las Vegas Raiders

Jack Bech A Strong Candidate To Be An Immediate Starter
Las Vegas Raiders

Zamir White Competing For Depth Role
New York Jets

Mason Taylor To Immediately Be Atop Jets Tight End Depth Chart
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Cleared For Game 5
Buffalo Bills

Dalton Kincaid Setting Up As Post-Hype Sleeper In 2025?
Denver Broncos

Dre Greenlaw Expected To Be Ready For Training Camp
Seattle Seahawks

Sam Darnold To Take Over 90% Of The Snaps
Tennessee Titans

Titans In No Rush To Trade Will Levis
Daulton Varsho

Reinstated From Injured List And Starting On Tuesday
Minnesota Vikings

J.J. McCarthy Says He Knows He's Ready To Start For Vikings
Cincinnati Bengals

Bengals Picking Up Fifth-Year Option On Dax Hill
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Chargers Apply Unrestricted Free-Agent Tender To J.K. Dobbins
Seattle Seahawks

Jaren Hall Cut Loose By Seahawks
Kansas City Chiefs

Chiefs Compare Josh Simmons To Christian Darrisaw, Rashawn Slater
Denver Broncos

Pat Bryant Compared To Michael Thomas
Denver Broncos

RJ Harvey Could Do It All For Broncos
Carolina Panthers

Tetairoa McMillan Likely To Man The X Spot For Panthers
Green Bay Packers

Packers, Jaire Alexander Continue To Discuss Potential Reunion
Dallas Cowboys

Cowboys Discussed George Pickens With Steelers
Kansas City Chiefs

Chiefs To Pick Up Fifth-Year Option On Trent McDuffie, George Karlaftis
Washington Commanders

Matt Gays Signs One-Year Deal With Commanders
San Francisco 49ers

George Kittle Signs Four-Year Extension With 49ers
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Brandin Podziemski

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Jimmy Butler III

Leads Warriors In Scoring Monday Night
Jarrett Allen

Has Double-Double, Six Steals In Blowout Win
Brandon Boston Jr.

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Kelly Olynyk

Undergoes Heel Procedure
Aaron Nesmith

Probable For Tuesday's Action
Nathan MacKinnon

Has Two Points In Losing Effort
Martin Necas

Records Two Assists In Game 5 Loss
Mikko Rantanen

Tallies Three Points In Monday's Win
Wyatt Johnston

Leads Stars To Game 5 Victory
Sergei Bobrovsky

Returns To Winning Ways
Anton Lundell

Earns Two Points Monday
Ryan Gerard

Going For A Texas Trifecta Of Sorts
Brandon Hagel

Departs Loss Early
Joe Highsmith

Hoping To Make More Putts In Texas
Eric Cole

Expecting Big Things In Texas
Brian Campbell

May Go Under The Radar At CJ Cup
Riley Greene

Homers Twice On Monday
Yordan Alvarez

Exits Monday's Win Early
Los Angeles Chargers

Tre Harris Expected To Fill X Role For Chargers
Jimmy Butler III

Officially Active For Game 4
Isaiah Stewart

Uncertain For Game 5
Michael Porter Jr.

Expected To Play In Game 5
Brandon Nimmo

Has Career Game
Russell Westbrook

Questionable For Tuesday Night
Tyler Glasnow

Going On The Injured List
Jaylen Brown

Back On The Injury Report
Jrue Holiday

Out Again On Tuesday Night
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Questionable For Game 5
Damian Lillard

May Not Play Next Season
Luis Arraez

Expected To Return On Tuesday
Johnathan Kovacevic

To Remain Out Tuesday
Brenden Dillon

Unavailable Tuesday
Luke Hughes

Not Ready To Return For Game 5
Darius Garland

Remains Out On Monday
Ross Colton

Remains Out On Monday
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Oskar Back Returns To Stars Lineup Monday
Miro Heiskanen

To Miss Game 5
Jordan Westburg

Placed On Injured List
Anthony Cirelli

Good To Go For Game 4
William Byron

Ends With A Strong Top-Five Finish At Talladega
Ryan Blaney

Bad Luck Continues With Talladega Crash
Kyle Larson

Has A Career-Best Performance At Talladega
Ian Machado Garry

Gets Back On Track With UFC Kansas City Win
Brad Keselowski

Talladega Run Ends Early After Crashing
Carlos Prates

Suffers His First UFC Loss
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Takes Unanimous Decision Loss
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Takes Unanimous-Decision Loss
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Extends Win Streak At UFC Kansas City
Michel Pereira

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Abus Magomedov

Extends His Win Streak
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Gets Finished For The First Time
Randy Brown

Gets Back In The Win Column
Ikram Aliskerov

Gets First-Round TKO Finish At UFC Kansas City
Andre Muniz

Gets TKO'd At UFC Kansas City
Chase Elliott

Recovers from Speeding Penalty to Finish Fifth
Joey Logano

Finishes Last at Talladega After Disqualification for Missing Spoiler Brace
Ryan Preece

Loses Talladega Race First in Photo Finish Then in Post-Race Inspection
NASCAR

Poor Toyota Strategy Arguably Cost Bubba Wallace Winning Chances at Talladega
Christopher Bell

Unhurt After Hard Contact with Inside Retaining Wall
Joe Ryan

Posts Stellar Outing
Jaylen Brown

Available For Game 4
Nick Lodolo

Throws Seven Scoreless Innings
Tyler Glasnow

Removed Early On Sunday
Darius Garland

Questionable For Game 4
Jaden Ivey

Making Progress
Tarik Skubal

Racks Up 11 Strikeouts
Luke Weaver

In Line To Get The Bulk Of Save Opportunities Moving Forward
Chase Elliott

Is One OF The Top Overall DFS Picks Of The Week
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Could Joey Logano Finish A Race With A Top Finish At Talladega?
NASCAR

DFS Players Should Like Bubba Wallace For Talladega This Week
Christopher Bell

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Shane Van Gisbergen

Is A Solid, Safe, DFS Choice For Talladega Lineups
Austin Dillon

Is Austin Dillon A Viable DFS Play At Talladega This Week?
Josh Berry

Qualifies Too High At Talladega To Be Worth Rostering In DFS
Michael McDowell

Should DFS Players Take A Shot On Michael McDowell At Talladega?
Noah Gragson

Could Be A Sneaky DFS Play For Talladega
Denny Hamlin

Probably Qualified Too Well for DFS Consideration
Kyle Larson

Increasingly Undervalued Due to His Crashing, but Still a Great DFS Option
Carlos Prates

Looks To Remain Undefeated In The UFC
Ian Machado Garry

Set For UFC Kansas City Main Event
Zhang Mingyang

Scheduled For Co-Main Event
Anthony Smith

Set For His Final UFC Bout
David Onama

Set For Featherweight Bout
Giga Chikadze

Looks To Bounce Back
Abus Magomedov

Looks For His Third Consecutive Win
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Returns To Action At UFC Kansas City
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