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US-Iran War and Oil: What Prediction Markets Are Actually Pricing

What prediction markets are pricing for the US-Iran conflict, oil prices, Hormuz disruption, and recession risk. Causal tree analysis with specific Kalshi and Polymarket contracts.

US Recession 2025? What 1% Prediction Market Odds Get Right—and Wrong—About the Cycle

Prediction markets put 2025 US recession odds near 1%, while yield curves, economic indicators, and institutional forecasts point to much higher risk. This deep dive compares market pricing to historical base rates, Federal Reserve policy, and forecasting models to see if investors are underpricing recession risk.

Kalshi vs Polymarket: Which Prediction Market Should You Trade?

In-depth comparison of Kalshi and Polymarket for prediction market traders. Regulatory structure, liquidity, fees, API tooling, and cross-venue trading with SimpleFunctions.

Liquidity Availability Is the Real Edge in Prediction Markets

Implied yield, cliff risk, and overround all describe what to trade. Liquidity Availability Score describes whether the orderbook can absorb the trade. Why LAS is the indicator that decides who actually books P&L.

Energy Security 2026: Oil, Gas Geopolitics and What Prediction Markets Are Pricing In

Deep-dive for macro investors and prediction market traders into energy security in 2026: Europe’s break from Russian oil and gas, the coming LNG glut, Middle East spare capacity and chokepoint risks, US shale and IRA, China’s energy strategy, and how prediction markets are pricing oil and gas.

Prediction Market Orderbook Analysis: Reading Depth, Spread, and Liquidity

How to read prediction market orderbooks. Binary settlement, spread-as-percentage, depth asymmetry, executable edge calculation, and cross-venue arbitrage analysis.