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Prediction Markets and Polls: The Election Prediction Industry Faces a Midterm Test
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Prediction Markets and Polls: The Election Prediction Industry Faces a Midterm Test

Eleon
By Eleon
November 4, 2026 4 Min Read
Comments Off on Prediction Markets and Polls: The Election Prediction Industry Faces a Midterm Test

Prediction markets and pollsters both say Democrats are favored to win both the House of Representatives and the U.S. Senate in the midterms. Prediction markets are a little less certain about that, although traders’ odds jumped Tuesday on the odds that Democrats will take control of the Senate.

This opens what could be a new chapter in the burgeoning rivalry between prediction markets and polls following the closely watched 2024 results.

The differences were most evident in the Upper House. A small but consistent gap has been evident for months in the chances of Democrats taking control of the Senate. The gap has averaged about 7.3 percentage points since September 1, according to a Yahoo Finance analysis.

But the gap narrowed as Election Day approached, closing in on 2.9 percentage points as of Tuesday morning. Three prediction markets estimate Democrats taking control at 77.3%, while two polling-based models estimate those chances a bit higher at 80.2%.

The odds are a little more even in the House of Representatives, with an average gap of less than a percentage point in recent months.

The latest reading on Tuesday showed a gap of 2.2 percentage points, with predictive markets suggesting a 94% chance that Democrats would flip the House, compared to 96.2% according to polls.

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This analysis was performed by averaging daily odds from three major prediction markets, Kalshi, Polymarket and PredictIt, to create a continuous prediction market metric. These values ​​were then compared to the average of two main survey-based models: one by statistician Nate Silver and another from Harvard called ElectIt.

These gaps have had an outsized effect on public perception in recent years.

This was especially true in 2024, when a 10 percentage point difference between the prediction markets and the polls led to some post-election analyzes claiming that the prediction markets had gotten them right and the polls had them wrong.

The stakes for companies in the prediction market are high. Kalshi and Polymarket have long argued that their markets are more truthful than polls because market participants have money on the line. The markets also experienced a high-profile failure recently when the winner of the Brazilian presidential election had only 20% odds before ultimately winning.

This increased scrutiny also comes as these markets continue to grow rapidly. Kalshi shared new data this weekend that more than $1.2 billion has now been traded on the mid-term markets, surpassing the volume on the platform during the 2024 presidential election.

Increased government oversight of prediction markets

Policymakers, meanwhile, have stepped up their criticism of the sector and promised challenges on the legislative and legal fronts.

Sen. Elizabeth Warren, who could lead the powerful Senate Banking Committee if Democrats take power, and Republican Sen. John Curtis recently teamed up for a letter to Kalshi and Polymarket raising concerns about election-related prediction markets and possible market manipulation.

“We are particularly concerned about contracts related to election events,” the senators wrote. “Election-related event contracts receive significant media coverage and are treated by some observers as indicators of political dynamics.”

A screen displays a Kalshi political betting ad featuring control of the Senate in New York, U.S. October 27, 2026. REUTERS/Jeenah Moon
A screen displays a Kalshi advertisement for a political market in New York on October 27. (REUTERS/Jeenah Moon) · Reuters / REUTERS

In Curtis’ home state of Utah, a lawsuit filed by Kalshi challenges whether federal rules can override Utah’s anti-gambling laws, which lawmakers want to apply to prediction markets.

In an amicus brief supporting Utah, the Better Markets group wrote, “the stakes could not be higher… Utah has every right to decide that Utahns should not be subjected to the harms of sports betting.”

A gap which proved significant in 2024

This year also sees echoes of the state of the polling and forecasting market on the eve of the 2024 election. Prediction markets gave Donald Trump better chances of winning, then profited from his victory.

But the actual probabilities in the days leading up to the election differed only to a certain extent.

The day before the election, predictive markets gave Trump between a 57 and 62 percent chance of victory. Meanwhile, many polls have shown the election to be a deadlock, with Nate Silver write on election morning in 2024 that Kamala Harris had a 50.015% chance of winning based on an average of dozens of polls.

However, the difference between these probabilities is not as dramatic as it seems. A 50% probability implies that one side is likely to win 5 times if elections are held 10 times. A probability of 60% gives a score of 6 out of 10.

WASHINGTON, DC - A Polymarket media exhibit at the launch of its pop-up experience features data related to the popularity of potential political candidates on March 20, 2026 in Washington, DC (Photo by Alex Kent/The Washington Post via Getty Images)
A Polymarket exhibit showed data relating to the popularity of potential political candidates on March 20, 2026 in Washington. (Alex Kent/The Washington Post via Getty Images) · The Washington Post via Getty Images

Prediction markets also underestimated the eventual winner in some ways, with Trump’s chances of winning the popular vote. rated between 20 and 30% on Kalshi and Polymarket on the morning of the 2024 election before Trump does just that.

But that hasn’t slowed the leaders’ victory lap. Shayne Coplan, CEO of Polymarket, argued that higher odds in the days leading up to the election as well as earlier moves on election night showed how they had “triggered the election”.

This story has been updated.

Ben Werschkul is Yahoo Finance’s Washington correspondent.

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Eleon
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Eleon

With a passion for accurate reporting and in-depth research, Eleon covers breaking news, industry developments, and emerging trends that matter to readers worldwide. Their work focuses on delivering factual, balanced, and easy-to-understand journalism backed by reliable sources.At DailyVoxa, every article is produced in accordance with our Editorial Policy, Fact-Checking Policy, and Ethics Policy to ensure accuracy, transparency, and editorial independence.

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