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Prediction markets and polls both favor Democrats to win House and Senate

A Yahoo Finance analysis puts Democrats' Senate chances at 77.3% in three prediction markets and 80.2% in two poll-based models.

Published 3 min readMoney and daily life
Overview

Prediction markets and polling models both give Democrats the edge to win and the in the elections held on Tuesday. A Yahoo Finance analysis compared the average of three prediction markets, Kalshi, Polymarket and PredictIt, with the average of two poll-based models, one from statistician Nate Silver and one from Harvard called ElectIt. On Tuesday morning the markets put the Democrats' chance of taking the Senate at 77.3%, and the poll models put it at 80.2%.

The gap in the Senate odds has been small but steady for months, and it narrowed as Election Day approached. For the House, the two measures were also close, with the poll models slightly higher. On Monday, Polymarket's site showed a 74 percent chance of a Democratic sweep of both chambers.

Its odds for a split , with Democrats taking the House and Republicans keeping the Senate, were lower. Kalshi's site also showed the Senate leaning Democratic and the House as safe for Democrats. Kalshi says trading on its midterm markets has passed its volume during the 2024 presidential election.

Tax attorney Andrew Gordon said the has not yet said how such contracts are taxed.

Key figures
  • 77.3% chance of Democrats taking the Senate, average of three prediction markets — Yahoo News
  • 80.2% chance of Democrats taking the Senate, two poll-based models — Yahoo News
  • 94% chance of Democrats flipping the House, prediction markets — Yahoo News
  • 96.2% chance of Democrats flipping the House, poll-based models — Yahoo News
  • $1.2 billion traded on midterm markets, by Kalshi's data — Yahoo News

Three sides of the story

Liberal3 outlets

Markets and polls converge on a Democratic advantage

Yahoo News frames the story as a test of the rivalry between prediction markets and polls. It reports that both say Democrats are favored, and that traders' Senate odds "jumped" on Tuesday. Its Yahoo Finance analysis puts the Senate gap at 2.9 percentage points on Tuesday morning, and it recalls that a 10-point gap in 2024 fed claims that markets had beaten polls.

It also notes a recent market miss on Brazil's presidential winner and Kalshi's data on more than $1.2 billion traded. The Boston Globe looks at the eve of the midterms and quotes Polymarket's site: "a 74 percent chance Democrats sweep the Midterms." It lists Kalshi's "Leaning Dem"

Senate and "Safe Dem" House labels and race-by-race odds in Maine, Michigan, Texas and Ohio. It closes with tax attorney Andrew Gordon, who says the IRS has not said how election contracts are taxed and lays out three possible treatments.

Center2 outlets

Betting odds show a Democratic sweep above 70%

Forbes headlines its piece "Election Betting Odds: Democratic Sweep Tops 70%." It says the betting odds suggest Republicans' hopes of keeping power in Congress are "dim" before polls close.

Conservative0 outlets

Outlets on the right gave the story little coverage.

Money and daily life

For people who bet on elections, tax attorney Andrew Gordon wrote on X that the IRS has not said how such contracts are taxed. He describes three possible treatments. If they are treated as gambling, he says, winnings are ordinary income, and starting in 2026 only 90% of losses can be deducted, and only if you itemize.

In his example of $20,000 won and $20,000 lost, gambling treatment means tax on $2,000. Under capital gains treatment, he says, that same year "is a wash."

All sources: 6 articles from 5 outlets

Liberal (3)

Center (3)

House of Representatives

The lower chamber of Congress: 435 members elected every two years, with more seats for bigger states. It is the chamber that can impeach officials.

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Senate

The upper chamber of Congress: 100 senators, two per state, elected for six years. It confirms judges and ministers and approves treaties.

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Midterm elections

US elections halfway through a president's four-year term. The whole House, a third of the Senate and many governors are elected. In 2026 Election Day is November 3.

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Congress

The US parliament: the Senate and the House of Representatives. A bill becomes law when both pass it and the president signs it.

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Treasury Department

The federal finance ministry: it collects taxes through the IRS, pays the government's bills and borrows by selling bonds. The interest on those bonds steers mortgage and loan rates.

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