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Sean Wrona - RotoBaller

573 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

Michael McDowell Scores First Career Pole at Atlanta

Michael McDowell won his first pole position in the NASCAR Cup Series at Atlanta Motor Speedway this weekend. His first pole came in his 467th start, breaking J.D. McDuffie's record from 1978 by 63 races. Front Row Motorsports has received significantly more support from Ford in 2024, as they have been promoted to Tier One […]

12 months ago

Daniel Hemric Likely Needs a Chaotic Race to Contend

Perhaps surprisingly, Daniel Hemric set the fastest lap in the Daytona 500 last week in his No. 31 Chevrolet even though the Fords were faster in qualifying and the Toyotas were generally faster in the race. There was a short period early in Stage 3 when he pushed his teammate A.J. Allmendinger to the front, […]

12 months ago

Kyle Busch's Improved Drafting Ability Makes Him a Favorite at Atlanta

Kyle Busch probably had one of the best cars in the Daytona 500 last week even though he failed to win. He made a race-high five passes for the lead in that race, had the best driver rating, and drove through the field twice before fading to 12th at the end, largely because his team […]

12 months ago

Alex Bowman Too Weak a Duelist to Win at Atlanta

Although Alex Bowman's streak of six consecutive Daytona 500 front row starts ended this year, he did post his best Daytona finish of second last week, falling just short of passing his teammate, William Byron, for the win before the caution on the last lap ended the race. His race did not come without controversy, […]

12 months ago

Erik Jones Shows Speed At Daytona Despite Disappointing Run

Although Erik Jones entered the Daytona 500 as one of the pre-race sleepers to win, he surprisingly had a lackluster race with an average running position of 18th and failed to lead despite contending in the Duel race at Daytona on Thursday night. He and the other Toyotas were very fast, as Jones ranked second […]

12 months ago

Ross Chastain's Hail Mary Attempt Falls Short

After finishing the 2023 NASCAR Cup Series season by winning the season finale at Phoenix, Ross Chastain came close to making it two wins in a row, as he was in position to win the Daytona 500 in its final stages. Despite rarely factoring in the first three-quarters of the race because he and the […]

12 months ago

Brad Keselowski's Fate Depends on Ford's Race Speed

Brad Keselowski is generally regarded as one of the best drafters in the NASCAR Cup Series and that has not changed since the NextGen car was introduced. He led the most laps in last year's Daytona 500, finished second to his onetime teammate Joey Logano at Atlanta, and pushed his current teammate, Chris Buescher, to […]

1 year ago

Kaz Grala Lacks Consistency to Seriously Contend at Daytona

After failing to post a time in qualifying due to a shifter issue, Kaz Grala had to advance to the Daytona 500 via his Duel race on Thursday night. He was rather lucky to do so because B.J. McLeod, the driver he was competing against, was faster and outran him for most of the event […]

1 year ago

Noah Gragson Going to Backup Car for Daytona 500

Noah Gragson makes his full-time debut as a driver for Stewart-Haas Racing in the season-opening Daytona 500, but neither he nor the SHR cars in general have shown much speed in either practice or qualifying this weekend. Gragson qualified 16th behind most other Fords and crashed in his Duel race. Gragson's return to the NASCAR […]

1 year ago

Austin Cindric Looks Better, But Other Fords More Likely to Win

After a wildly disappointing 2023, Austin Cindric started off 2024 with a strong 4th-place qualifying run for the Daytona Duel races and backed it up by following Christopher Bell for a second-place in the Duel race. While the previous generation of Fords dominated the drafting tracks the past couple of years, and the new Mustang […]

1 year ago

Kyle Busch Unlikely to End Daytona 500 Winless Drought

Kyle Busch once again seeks his first Daytona 500 win in his 19th career start and seems to be well overdue for his first win in the Great American Race. He ranks 11th all-time and first amongst non-winners with 330 laps led in the Daytona 500 specifically, only one lap led behind A.J. Foyt. In […]

1 year ago

Christopher Bell's Duel Win and Toyota's Speed Bodes Well for Daytona 500

Christopher Bell starts fourth in the Daytona 500 after winning the second Duel race thanks to passing his teammate, Denny Hamlin, on the last lap. Despite having never won a points-paying race on a drafting track before, Bell enters as one of the pre-race favorites. In addition to his Duel win and his resulting good […]

1 year ago

Shane Van Gisbergen - NASCAR DFS Picks, Betting Picks, Daily Fantasy NASCAR

Realistic Expectations For Shane van Gisbergen In 2024

After Shane van Gisbergen won at the Chicago Street Course in 2023, becoming the first driver to win his NASCAR Cup Series debut since Johnny Rutherford in 1963, expectations were sky-high for the three-time Supercars champion. He committed to a full-time switch to NASCAR for 2024, the same switch made by two-time Supercars champion Marcos […]

1 year ago

Zane Smith Likely To Be Overshadowed By Other Rookies

Zane Smith will drive the No. 71 Chevrolet for Spire Motorsports as a NASCAR Cup Series rookie. His team is a satellite of Trackhouse Racing. It's unclear whether Smith's car will be closer to the Trackhouse cars or the other Spire cars in speed. Chevy has invested much more into Spire recently and the team […]

1 year ago

Noah Gragson Likely To Struggle In 2024

After Noah Gragson was fired by Legacy Motor Club and suspended by NASCAR for liking an offensive Twitter meme, Stewart-Haas Racing gave him a second chance and named him as Aric Almirola's replacement in the No. 10 Ford for 2024. Even before his firing, Gragson's 2023 was very uninspiring, as he led only two laps […]

1 year ago

Austin Cindric Should Benefit From Increased Ford Speed

Austin Cindric was one of NASCAR's biggest disappointments in 2023, as he followed up a Daytona 500 win and playoff bid as a rookie with only a single top-five and a dismal 24th-place points finish in a year his teammate Ryan Blaney won the title. While Cindric is average, at best, he should perform better […]

1 year ago

Harrison Burton's Mediocrity Will Probably Continue In 2024

Harrison Burton has had a lackluster start to his NASCAR Cup Series career thus far, but at age 23, he's still young enough that he could unexpectedly make a sudden improvement at any point, although that still seems unlikely. The driver who technically drives for the Wood Brothers but drives for what amounts to a […]

1 year ago

Ryan Blaney's Season Likely Hinges On New Ford Mustang's Speed

Ryan Blaney delivered Team Penske its second consecutive NASCAR Cup Series championship at the Phoenix championship race in 2023, but that means very little when it comes to projecting his 2024 performance. Ford is debuting its new Mustang Dark Horse for 2024 and this chassis appears to be sleeker and more aerodynamic than the previous […]

1 year ago

Chris Buescher Had Pit Stop Issues On Sunday

Few people seriously considered the eliminated playoff drivers as contenders for yesterday's event, but the eliminated drivers had other ideas. Not only did Ross Chastain rebuild his reputation with a dominant win outdueling the playoff contenders, but Chris Buescher significantly contended too. Buescher probably had winning speed as he passed Chastain for the lead in […]

1 year ago

Kyle Larson Lost The Championship Because Of Passing Inability

Although Kyle Larson went into the NASCAR Cup Series finale at Phoenix as the championship favorite, he didn't really have the speed to match eventual champion Ryan Blaney or his teammate William Byron for most of the event. All three drivers were extremely close in speed throughout the event with Byron ranking third, Blaney ranking […]

1 year ago

Justin Haley Too Slow At Phoenix To Seriously Contend

Justin Haley has been remarkably consistent at Phoenix in his NASCAR Cup Series career. Unfortunately, that consistency has been on a very low level as he started outside the top 25 in all five of his previous starts. In four races, he finished between 24th and 27th. The lone exception was a 17th in March […]

1 year ago

Kyle Larson Enters Phoenix As Championship Favorite

Oddsmakers favor Kyle Larson to win the NASCAR Cup Series championship at Phoenix Sunday and it's not hard to see why. The driver who won the first race of the Round of 8 went on to win the championship four of the last seven years, including the last two. Larson triumphed here in 2021, so […]

1 year ago

Ryan Preece Might Benefit from Stewart-Haas's Added Emphasis on Phoenix

Although Ryan Preece has been average in the NASCAR Cup Series this year except on short tracks, many pundits consider Phoenix Raceway a springboard for Preece to potentially contend on Sunday. While he never led a lap at the track, Preece did get his best Phoenix finish with a 12th in the March event. Now, […]

1 year ago

Erik Jones Likely To Deliver Best Underdog Performance

Erik Jones suffered a good deal as Legacy Motor Club prepared to switch to Toyota from Chevrolet. Despite this, he vastly outperformed all his teammates including Noah Gragson, Carson Hocevar, and John Hunter Nemechek. All those drivers either announced or likely will have full-time NASCAR Cup rides next season. Additionally, he had a streak of […]

1 year ago

A.J. Allmendinger Lacks Speed In Phoenix Despite Consistency

NASCAR drivers are usually past their prime after age forty, but A.J. Allmendinger is proving to be an arguable exception to this general rule as he has generally had his most consistent NASCAR seasons in recent years. In the races that he and teammate Justin Haley have both finished, Allmendinger has a 19-9 record against […]

1 year ago

Michael McDowell Still May Have Issues In Phoenix

Even though Michael McDowell achieved an unexpected playoff bid and delivered at the Indy road course, Watkins Glen, and Bristol in a very short time span, don't expect him to thrive at Phoenix. Admittedly, he did achieve both his best-ever start and finish in this year's spring Phoenix event, but he has still never had […]

1 year ago

Ricky Stenhouse's Speed Drop Bodes Poorly For Phoenix

Although Ricky Stenhouse's season started off with a bang when he won the Daytona 500 and instantly secured a playoff bid, the figurative wheels came off in the season's second half. He posted only four top ten finishes and 18 laps led. At one point early in the season, Stenhouse was looking like he might […]

1 year ago

Tyler Reddick's Failure To Advance Was Probably Inevitable

Even though Tyler Reddick entered yesterday's Martinsville race ahead of Denny Hamlin and Martin Truex, Jr. in points, he seemed an extreme long shot to advance to the Championship 4 from the get-go. This is because he was rarely ever better than mediocre at Martinsville or paved short tracks in general. Meanwhile, the four drivers […]

1 year ago

Kyle Larson Ran Extremely Well Despite Lack Of Chevy Speed

Although Kyle Larson failed to sweep the Martinsville races this year, he still had a strong run in yesterday's race considering Chevy had one of its worst races of the year. Larson's sixth-place finish was the only top ten scored by a Chevy driver in the event and no Chevy drivers ranked in the top […]

1 year ago

Daniel Suárez Short Track Woes Likely To Continue

Although he had strong runs several times in the Bristol dirt race, Daniel Suárez has really struggled on paved short tracks for his entire Cup Series career. Excluding the Bristol dirt races, he has never finished better than seventh and has only led a career twelve laps on short tracks. While he did qualify second […]

1 year ago

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