Economic Analysis

Macro signals, rate forecasts, and how economic data feeds into prediction markets.

19 articles

Polymarket Limit Orders and Slippage GuideEconomic Analysis

Polymarket Limit Orders and Slippage Guide

How Polymarket limit orders work on the CLOB, what causes slippage, and how to control execution. Spread, depth, fees, and order types explained.

Mary Ngaruiya·September 2, 2026
15 min
Polymarket Just Exposed the Truth About Anthropic's $2.5T IPO—And It's WildEconomic Analysis

Polymarket Just Exposed the Truth About Anthropic's $2.5T IPO—And It's Wild

Polymarket traders have priced in an Anthropic IPO by October 2026 with a $2T+ valuation. Get the full breakdown of timing, valuation brackets, and AI sentiment

Ezekiel Njuguna·August 25, 2026
11 min
Polymarket Just Collapsed OpenAI's 2026 IPO Odds—Here's What $3M in Bets Says NowEconomic Analysis

Polymarket Just Collapsed OpenAI's 2026 IPO Odds—Here's What $3M in Bets Says Now

Polymarket and Kalshi show OpenAI's IPO is pushed to 2027, with traders eyeing a $1.5T+ valuation. Full breakdown of timing, revenue, and Anthropic data.

Ezekiel Njuguna·August 25, 2026
10 min
Fed Decision September 2026: Why Prediction Markets Price a Hold at 72%Economic Analysis

Fed Decision September 2026: Why Prediction Markets Price a Hold at 72%

No change priced at 72.5¢ on Polymarket for the Sept 15-16 FOMC, with ~26% risk of a hike remaining. Here's the data and the Sept 15 CLARITY vote convergence.

Ezekiel Njuguna·August 21, 2026
6 min
Kalshi Files for Equity Perps: What the US500 Perp Means and Why Wall Street Just Started TradingEconomic Analysis

Kalshi Files for Equity Perps: What the US500 Perp Means and Why Wall Street Just Started Trading

Kalshi filed for US500 equity perps on Aug 18 as Cantor and Susquehanna began block trades on its event contracts. What perpetuals mean and why it matters.

Mary Ngaruiya·August 21, 2026
6 min
Kalshi IPO Rumors Explained: What Is Confirmed and What Is Speculation?Economic Analysis

Kalshi IPO Rumors Explained: What Is Confirmed and What Is Speculation?

Kalshi stock is not publicly available yet. Learn about the potential Kalshi IPO, ticker symbol, valuation, private shares, and how investors may gain access.

Ezekiel Njuguna·August 13, 2026
9 min
Polymarket Stock Price: Why Every Number You've Seen Isn't Real Economic Analysis

Polymarket Stock Price: Why Every Number You've Seen Isn't Real

Here's the full breakdown of the Polymarket IPO timeline, ticker symbol, private valuation, pre-IPO shares, and the realistic ways investors can get exposure.

Ezekiel Njuguna·August 13, 2026
9 min
Exit Strategies: When to Sell Your Prediction Market Contracts Economic Analysis

Exit Strategies: When to Sell Your Prediction Market Contracts

Learn when to sell prediction market contracts early, how to lock in profits, cut losses, and manage risk.

Ezekiel Njuguna·August 11, 2026
9 min
Do You Have to Pay Taxes on Kalshi WinningsEconomic Analysis

Do You Have to Pay Taxes on Kalshi Winnings

Kalshi profits are taxable even without a 1099. Here's how the IRS classifies them, what form Kalshi actually sends, and the 2026 loss-cap rules to know.

Mary Ngaruiya·August 9, 2026
5 min
X Money's 6% Yield Could Quietly Fund Your Kalshi and Polymarket BankrollEconomic Analysis

X Money's 6% Yield Could Quietly Fund Your Kalshi and Polymarket Bankroll

X Money pays 6% APY and 3% cash back. Here's how that idle interest can turn into real trading capital for Polymarket and Kalshi, without touching your paycheck.

Ezekiel Njuguna·July 1, 2026
5 min
 Economic Prediction Markets 2026: Trading the Fed, CPI, Jobs & GDP Data CycleEconomic Analysis

Economic Prediction Markets 2026: Trading the Fed, CPI, Jobs & GDP Data Cycle

Trade economic prediction markets — Fed decisions, CPI inflation, jobs reports, and GDP. Strategies for economic event contracts.

Mary Ngaruiya·June 29, 2026
6 min
Understanding Liquidity in Prediction Markets: Kalshi plus PolymarketEconomic Analysis

Understanding Liquidity in Prediction Markets: Kalshi plus Polymarket

Understanding prediction market liquidity through why volume and depth matter and how to avoid getting stuck in illiquid contracts.

Mary Ngaruiya·June 26, 2026
4 min
How to Use Prediction Markets to Hedge Real-World RiskEconomic Analysis

How to Use Prediction Markets to Hedge Real-World Risk

Use prediction markets to hedge real-world risks from weather events to elections through practical hedging strategies.

Ezekiel Njuguna·June 26, 2026
4 min
Is My Money Safe on Prediction Markets? Consumer Protection GuideEconomic Analysis

Is My Money Safe on Prediction Markets? Consumer Protection Guide

Is your money safe on prediction markets? A consumer protection guide covering fund segregation, regulation, and platform security.

Ezekiel Njuguna·June 26, 2026
4 min
Bankroll Management for Prediction Markets: Don't Go BrokeEconomic Analysis

Bankroll Management for Prediction Markets: Don't Go Broke

Bankroll management for prediction markets through position sizing, risk rules, and strategies to protect your capital while trading.

Ezekiel Njuguna·June 25, 2026
4 min
How to Read and Analyze Prediction Market Data Like a ProEconomic Analysis

How to Read and Analyze Prediction Market Data Like a Pro

Volume spikes often precede or coincide with price moves. A sudden surge in volume without a corresponding news event might indicate that informed traders are positioning ahead of something the broader market hasn't caught yet.

Ezekiel Njuguna·June 18, 2026
4 min
What Are Event Contracts? The Financial Instrument Behind Prediction MarketsEconomic Analysis

What Are Event Contracts? The Financial Instrument Behind Prediction Markets

What are event contracts? Learn how these binary financial instruments power prediction markets and how the CFTC regulates them.

Ezekiel Njuguna·June 18, 2026
11 min
Prediction Markets vs Stock Market: How Event Contracts Compare to StocksEconomic Analysis

Prediction Markets vs Stock Market: How Event Contracts Compare to Stocks

Event contracts and stocks are fundamentally different financial instruments, and understanding those differences will make you a better trader in both.

Mary Ngaruiya·June 17, 2026
5 min
The Mathematics of World Cup Prediction Markets: How to Calculate True Edge Over the CrowdEconomic Analysis

The Mathematics of World Cup Prediction Markets: How to Calculate True Edge Over the Crowd

This article walks through every calculation you need: converting raw contract prices into implied probabilities, identifying and removing the overround baked into multi-outcome markets, computing expected value on individual positions, sizing those positions with the Kelly criterion, and spotting cross-platform arbitrage between Polymarket and Kalshi.

Mary Ngaruiya·June 1, 2025
16 min