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The Polls and Prediction Markets Have Been Wrong All Year

by Candace O'Donnell
November 2, 2026
in Opinions
Reading Time: 3 mins read
James Talarico (1)

The experts and the bettors have spoken. A Democratic bloodbath is coming. Prediction markets on Polymarket and Kalshi give Democrats roughly 94 percent odds of taking the House and 70 to 75 percent of taking the Senate. The generic ballot sits at something like Democrats plus eight. Texas is suddenly a Democratic Senate seat. Kansas is in play. The whole map looks blue if you squint at the numbers the right way.

Except those same numbers have been embarrassingly wrong for months, both here and abroad. And the pattern is not subtle.

Christian and Conservative news hand-curated the way it’s supposed to be. Stay full-MAGA despite the so-called “civil war” waged by the Islam-loving “woke right”.

Start with Brazil. In late October, Polymarket and Kalshi priced Flávio Bolsonaro at around 80 percent to beat incumbent Luiz Inácio Lula da Silva in the presidential runoff. Traditional polls were basically a dead heat. Lula won 51.8 to 48.2. Brazilian markets cratered the next day. The New York Post and others watched the currency and stocks tank on the surprise. The traders, many of them outside Brazil, had simply bought a story.

Then Israel. Markets had former IDF chief Gadi Eisenkot as the favorite to become the next prime minister. Exit polls and early counts looked grim for Benjamin Netanyahu. Final results: Netanyahu’s bloc finished with 53 seats, Eisenkot’s with 48, Arab parties with 19. No majority, but Netanyahu’s side outperformed the consensus and the early narrative. Fox News reported that the numbers shifted in his favor as counting continued. The New York Post editorial board noted that Netanyahu had defied the media and the pundits once again.

Domestically the primary season delivered the same lesson. In Wisconsin’s Democratic gubernatorial primary, democratic socialist Francesca Hong led the public polls by large margins for weeks. She lost to Milwaukee County Executive David Crowley.

In Michigan’s Democratic Senate primary, Abdul El-Sayed held double-digit leads in multiple surveys and won by roughly one point. Primary polling has been off by an average of about ten points in recent cycles. Fake polls even made it into mainstream averages before being exposed. The people paid to measure public opinion kept missing the actual electorate.

This is not new. Republican pollster Patrick Ruffini of Echelon Insights examined more than 3,000 Senate polls across the 2018, 2020, 2022, and 2024 cycles. The average error was Democrats plus 3.7 points. Seventy-three percent of the polls overstated the Democrat. The bias was worst in the summer and still present on Election Day. Breitbart reported the findings.

In red-leaning states the misses have often been larger. The 2020 cycle produced some of the biggest Democratic overstatements in modern memory. The 2024 presidential polls also understated Republican strength in key places.

Advisor Bullion Gold Surge

Speaker Mike Johnson has been saying the current surveys are underestimating Republican enthusiasm. He has pointed to packed events and the simple fact that many Republicans no longer answer pollsters.

The structural map matters too. Mid-decade redistricting already shifted the House playing field toward Republicans by a meaningful number of seats. Democrats need a genuine wave, not a modest national edge, to overcome it.

Fox News Power Rankings still treat the Senate as a toss-up even while forecasting a Democratic House. That gap between the two chambers is itself a tell. The Senate map is filled with states Donald Trump carried comfortably. Historical polling error of even three or four points in the Republican direction flips several of the closest races back to the GOP.

Prediction markets are not oracles. They are prices set by whoever is willing to bet, and this year they have repeatedly priced the narrative instead of the electorate. When the narrative is “Republicans are finished,” the price follows. When the votes are counted, the pattern has been different. Primary voters, Israeli voters, and Brazilian voters already showed it. American general-election voters have shown it for years.

The bloodbath story requires the polls and the markets to be roughly correct this time. Nothing in the record of 2026, or of the cycles that preceded it, supports that assumption. The more likely outcome is a set of results that look shocking only because the consensus got it wrong again.

Republicans keep the Senate. They keep the House. The devices of the people prove of none effect once more.

Geopolitical turmoil has prompted price hikes for long-term storage survival food. Heaven’s Harvest is the exception because their all-American food is sourced locally. Use promo code “Patriot” for a nice discount today!

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Two Storms, One Harvest

Empty Shelves

Every food crisis in living memory has been a one-shock event. The 2008 price spike was a commodity bubble. The 2020 shortages were a logistics failure. The 2022 grain scare was a war on one exporter’s ports. Each time, the system bent, adjusted, and recovered, and each time the experts assured us afterward that global markets are simply too big and too diversified to fail.

What nobody in Washington seems eager to discuss is that 2026 is shaping up to be something the modern food system has never actually faced. Two independent shocks, one climatic and one geopolitical, are converging on the same harvest cycle at the same time. Not sequentially. Simultaneously.

Start with the weather. The Pacific Ocean is currently building toward what forecasters now openly call a record event. NOAA’s Climate Prediction Center puts the odds of at least a strong El Niño near 88 percent, with roughly two in three odds it reaches “very strong” status, the tier reserved for perhaps three or four events in the entire satellite era. Every major global model now projects a median peak in Super El Niño territory, and most of them project it exceeding the 2015-16 event, which until now held the modern record. Sea surface anomalies were already brushing the super threshold in mid-July, months before these events normally peak. The atmosphere has already shifted into El Niño mode, and the event is forecast to crest in late fall and early winter.

This is not about “climate change.” It’s about the standard cycles of weather, and the cycle we’re currently in is one that has likely devastated societies in the past. We’re better prepared as a society today, but not all Americans are equally prepared.

Serious households have started doing the quiet math on their own. Grocery bills tell part of the story, and the forecast maps tell the rest, which is why long-term food storage has moved from fringe hobby to mainstream line item in the family budget, with established suppliers like Heaven’s Harvest seeing demand from people who five years ago would have rolled their eyes at the idea. That instinct is not paranoia. It is pattern recognition, and the pattern is worth walking through carefully.

Editor’s Note: Heaven’s Harvest IS a sponsor, but the warnings of this article are real and would be written even if we didn’t have a survival food sponsor. With that said, those who take advantage of what they offer can use promo code “Patriot” for 15% off.

The Fertilizer Clock Is Already Running

While the Pacific warms, the second shock has been unfolding in the Strait of Hormuz. The conflict with Iran turned the world’s most important energy chokepoint into a contested waterway, and the consequences reach far beyond the gas pump. Roughly a third of global fertilizer trade moves through Hormuz, and the disruption sent urea prices up 86 percent year over year by March, with a 53 percent jump in a single month.

The World Bank projects energy prices rising about 24 percent in 2026 and fertilizer about 31 percent. By its own accounting, fertilizer prices ran 35 percent higher in the first five months of this year than the same period last year.

Here is the mechanism the nightly news will not explain. Fertilizer is not a grocery item. It is a time-delayed input. The nitrogen a farmer in Iowa or Punjab could not afford to apply this spring does not show up as a problem this spring. It shows up as a thinner harvest six to twelve months later.

The World Bank’s own food security brief concedes that the effects of reduced applications earlier this season “are likely to become visible only later in harvest outcomes.” Translate that from institutional language into plain English and it means this. The damage is already done, it is already in the ground, and we are simply waiting for it to arrive on the shelf.

Now check the calendar. Six to twelve months from the spring planting season lands us squarely in late 2026 and early 2027. Which is precisely when the strongest El Niño in the instrumental record is forecast to peak, bringing its signature droughts to Southeast Asia, Australia, southern Africa, northern Brazil, and South Asia, the very regions that grow the world’s rice, sugar, and oilseeds.

The World Bank warns openly that a strong El Niño “could disrupt multiple crop belts simultaneously” on top of the conflict-driven input costs. Their baseline projection assumes the Middle East disruptions ease by autumn. What in the last two years of Middle East history suggests that assumption is safe?

The System Has No Slack Left

The comfortable answer is that global markets always adjust. But adjustment requires slack, and the slack is gone. Global cereal production is expected to decline from last year’s records even before El Niño does its work. The UN World Food Programme, hardly a den of right-wing preppers, is calling this the most significant disruption to its supply chains since Covid and the invasion of Ukraine, and its supply chain director put the stakes bluntly.

Today’s supply chain challenges are tomorrow’s hunger crisis.

There is also a political dimension that markets cannot price. When food gets scarce, governments do not behave like economists. They behave like politicians. Export bans, hoarding mandates, and panic buying at the national level turned the modest rice shortfall of 2008 into a global crisis, and analysts are already warning that import-dependent nations are the first dominoes.

The 2015-16 Super El Niño, a far weaker event than what is now forecast, threw tens of millions into food stress across Africa and Asia. This one is projected to be stronger, and it arrives with fertilizer already rationed by price and shipping lanes already contested by missiles.

What Joseph Knew

Scripture does not treat preparation for lean years as faithlessness. It treats it as wisdom delivered in advance to those willing to act on it.

Behold, there come seven years of great plenty throughout all the land of Egypt: And there shall arise after them seven years of famine; and all the plenty shall be forgotten in the land of Egypt.

Joseph did not respond to that warning with a hashtag or a committee. He stored grain during the years of abundance, and when the famine came, Egypt stood while its neighbors begged. The lesson is not that famine is certain. It is that the time to prepare is precisely when preparation still looks optional.

Nobody who filled a pantry in a year of plenty has ever regretted it, and nobody standing in an empty aisle has ever been glad he waited for certainty.

None of this calls for panic, and panic is the enemy of sound judgment anyway. It calls for the same unglamorous prudence our grandparents considered ordinary. Keep some cash margin, know your local growers, and put real food in deep storage while it is cheap and available, because the entire arc of this story is that cheap and available is a closing window.

Families looking for a straightforward place to start can visit Heaven’s Harvest and use promo code Patriot for 15 percent off long-term storable food. The forecasts may yet soften, the strait may yet reopen, and we should pray they do. But hope is a fine thing to hold and a foolish thing to eat.

Tags: LedeMidtermsPollsShow NotesStickyTop Story

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