• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia
FinanceElections

Who is winning the election? Top data scientist launches electoral vote counter that shows the race moving in real time

Shawn Tully
By
Shawn Tully
Shawn Tully
Senior Editor-at-Large
Down Arrow Button Icon
Shawn Tully
By
Shawn Tully
Shawn Tully
Senior Editor-at-Large
Down Arrow Button Icon
October 29, 2024, 3:48 PM ET
Are betting sites getting the race right or putting too much stock in a Trump win?
Are betting sites getting the race right or putting too much stock in a Trump win?Bill Pugliano—Getty Images

Over the past few weeks, I’ve been following the forecasts for the presidential race posted by Thomas Miller, a data scientist at Northwestern University. Miller bases his predictions not on the polls, but on prices displayed on what he deems America’s most trustworthy political betting site, PredictIt. Since June 8, Miller has been updating his forecast once a day. The new numbers are posted at midnight EST on his homepage, the Virtual Tout.

Recommended Video

Alert to election watchers: On Oct. 29, Miller unveiled a new site that continuously displays the electoral vote count that the PredictIt odds suggest each candidate is winning. PredictIt updates its prices once a minute. Miller instantaneously translates those odds into a forecast for the number of electoral votes (EVs) that each candidate is winning. “We’re pretty much showing where the election is moving in real time,” he says. “It’s like having your own personal ticker tape for the presidential election.”

Right now, you can click on virtualtout.io to watch what this writer considers among the best data for handicapping the wildly careening 2024 race for the White House. Believe me, it’s addictive.

As I’ve described in previous stories, Miller deployed PredictIt in 2020 to make superaccurate calls both on the presidential race and the two Georgia Senate runoffs that followed. Miller likes PredictIt because, he says, it’s extremely responsive to campaign events. By carefully studying the workings of PredictIt, Miller developed a model that translates prices posted on the site into the popular vote shares that each candidate commands from moment to moment. To get there, Miller makes a number of adjustments. For example, he found that since most PredictIt bettors are men who also frequently wager on sports, the prices show a slight Republican bias. So his framework corrects for the rightward tilt. Likewise, the data scientist discovered that when one contestant pulls far ahead on PredictIt, the odds swing way too abruptly in their favor. Reason: When the race looks like a sure thing, the bettors flood in to back the “winner,” creating a bandwagon effect that pushes prices to “landslide” extremes far larger than the probable margin of victory.

Miller also examined all elections since 1960, and found a close correlation between a candidate’s share of the overall ballots cast nationwide, and their percentage of the 538 EVs that decide the winner. He crafted a proprietary framework that converts the popular vote counts derived from PredictIt prices into electoral votes.

Miller’s real-time number now shows a shift toward Harris

As of 3 p.m. on Oct. 29, Miller’s “ticker tape” showed the following: Trump/Vance 345, Harris/Walz 193. At all times, you’ll find next to the totals for each candidate a red or green arrow tagging where they stand versus their count the previous midnight, and the amount of the change. In our snapshot, Harris/Walz are at +1, and Trump/Vance –1. “Trump’s still way ahead,” says Miller. “But the prices are moving in the vice president’s favor.” He notes that on Oct. 26, Trump hit his all-time high of 367, against 171 EVs for Harris, capping a giant reversal since the close of September, when the former president trailed by a wide margin.

Suddenly, Trump’s momentum ceased, and the race tightened. So far, the narrowing been slight, but several factors indicate that Harris may be mounting a major comeback. “She’s already gained 22 EVs, and at some points on Oct. 29 her gains have been several EVs higher,” declares Miller. The turning point, he says, was the rowdy, six-hour Trump rally at Madison Square Garden on the evening of Oct. 27, where an insult comic branded Puerto Rico “a floating island of garbage in the middle of the ocean.” That crack could be undermining what had been Trump’s rising support among Hispanic voters, or may just have pushed Americans on the fence into the Harris column.

“We’re seeing a considerable increase in Americans’ interest in the campaign on PredictIt,” says Miller. “As many people are entering as are betting on the site right now. The current bettors are changing their views, and the new entrants may have different views than the population that’s been dominating the betting until now.”

Miller notes that the trading volumes on PredictIt have increased from the past average of 37,000 a day to 41,000 over the past week. Heavier trading, he says, means more volatility. “And more volatility makes it harder to predict what’s going to happen on Nov. 5.”

Miller cites still another reason why, despite Trump’s wide lead, the race remains in flux. He notes that betting sites appear to be advertising for customers on social media. “It’s targeted advertising,” he says. “Like all advertisers, they’re targeting the sites where people are ‘most likely to buy their product,’ in other words, where the viewers are most likely to bet on the election. And it’s the Republicans who wager the most.” As a result, he posits, the sites are attracting an excessive number of GOP-leaning bettors, which could be far more than he’s already adjusted for. That phenomenon could at least partially explain Trump’s gigantic surge in October, whereas we didn’t see the kind of milestones that generally trigger such a surge. The bettors on PredictIt could be seeing big odds for Trump on the sites that do lots of advertising, and adjust their own wagers in Trump’s direction to follow the trend.

Or, PredictIt could be right-on. Indeed, the site has long been Miller’s North Star. “I’m not yet changing my call that Trump will probably win,” says Miller. “But the numbers are changing. The volatility, new people entering the betting markets, the effect of the ads, all make the outcome increasingly unpredictable.” To get what may well be the best predictions out there, now posted minute by minute, tune in to Miller’s new ticker tape.

Join us at the Fortune Workplace Innovation Summit May 19–20, 2026, in Atlanta. The next era of workplace innovation is here—and the old playbook is being rewritten. At this exclusive, high-energy event, the world’s most innovative leaders will convene to explore how AI, humanity, and strategy converge to redefine, again, the future of work. Register now.
About the Author
Shawn Tully
By Shawn TullySenior Editor-at-Large

Shawn Tully is a senior editor-at-large at Fortune, covering the biggest trends in business, aviation, politics, and leadership.

See full bioRight Arrow Button Icon

Latest in Finance

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • World's Most Admired Companies
  • See All Rankings
  • Lists Calendar
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest in Finance

Heavy smoke from the Highway 82 Fire in Georgia.
Environmentwildfires
Record heat, zero rain, millions of acres lost: Experts warn wildfires are now America’s problem to survive
By Tristan BoveApril 30, 2026
16 minutes ago
gm
North AmericaAutos
GM just boosted its U.S. manufacturing spend to $6 billion in one year—and it may be returning to the idea that made it great
By Nick LichtenbergApril 30, 2026
18 minutes ago
hegseth
CommentaryMilitary
America shot its arsenal empty in 2 wars. Now it needs Beijing’s permission to reload
By Steve H. Hanke and Jeffrey WengApril 30, 2026
26 minutes ago
Two women look at the backs of two cleaning product packages.
RetailInflation
Your laundry bill is about to get more expensive—and Unilever says the Iran war is partly to blame
By Sasha RogelbergApril 30, 2026
50 minutes ago
Financial analyst working at a computer
Personal FinancePersonal Finance Evergreen
AI’s entry-level hiring nightmare is another gift to boomers’ retirement plans
By Catherina GioinoApril 30, 2026
53 minutes ago
High earners are feeling the pain of wealth creep—and it’s leading to a new trade-off in their spending
Personal FinancePersonal Finance Evergreen
High earners are feeling the pain of wealth creep—and it’s leading to a new trade-off in their spending
By Catherina GioinoApril 30, 2026
58 minutes ago

Most Popular

Apple cofounder Ronald Wayne—whose stake would be worth up to $400 billion had he not sold it in 1976—says that at 91, he has no regrets
Success
Apple cofounder Ronald Wayne—whose stake would be worth up to $400 billion had he not sold it in 1976—says that at 91, he has no regrets
By Preston ForeApril 27, 2026
3 days ago
‘They left me no choice’: Powell isn’t going anywhere—blocking Trump from another Fed appointee
Banking
‘They left me no choice’: Powell isn’t going anywhere—blocking Trump from another Fed appointee
By Eva RoytburgApril 29, 2026
23 hours ago
Jamie Dimon gets candid about national debt: ‘There will be a bond crisis, and then we’ll have to deal with it’
Economy
Jamie Dimon gets candid about national debt: ‘There will be a bond crisis, and then we’ll have to deal with it’
By Eleanor PringleApril 29, 2026
1 day ago
‘The cost of compute is far beyond the costs of the employees’: Nvidia executive says right now AI is more expensive than paying human workers
AI
‘The cost of compute is far beyond the costs of the employees’: Nvidia executive says right now AI is more expensive than paying human workers
By Sasha RogelbergApril 28, 2026
2 days ago
Google Cloud revenue is now 18% of Alphabet's business. Is this the beginning of the end of Google's search identity?
Big Tech
Google Cloud revenue is now 18% of Alphabet's business. Is this the beginning of the end of Google's search identity?
By Alexei OreskovicApril 29, 2026
16 hours ago
‘Take the money and run’: Johns Hopkins economist Steve Hanke on why the UAE quit OPEC
Energy
‘Take the money and run’: Johns Hopkins economist Steve Hanke on why the UAE quit OPEC
By Shawn TullyApril 29, 2026
1 day ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.