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Prediction market analysis, forecasting research, and data-driven commentary.

Understanding Liquidity Cycles in Live Esports Betting MarketsForecasting

Understanding Liquidity Cycles in Live Esports Betting Markets

Ezekiel Njuguna·July 27, 2026
5 min
What a Blue Arrow Really Means on Kalshi (and Why It’s a Problem)Platform Reviews

What a Blue Arrow Really Means on Kalshi (and Why It’s a Problem)

Ezekiel Njuguna·July 24, 2026
4 min
How Do Kalshi Combos Work? The Complete Guide to Kalshi Combo Bets, Parlays, Rules, and Common Problems (July 2026)Platform Reviews

How Do Kalshi Combos Work? The Complete Guide to Kalshi Combo Bets, Parlays, Rules, and Common Problems (July 2026)

Ezekiel Njuguna·July 22, 2026
13 min
Prediction Markets Are Overtaking Crypto at Robinhood, and Bernstein Just Put a $160 Target on ItCrypto Sentiment

Prediction Markets Are Overtaking Crypto at Robinhood, and Bernstein Just Put a $160 Target on It

Ezekiel Njuguna·July 20, 2026
8 min
Prediction Markets Weekly: Kalshi's Biggest Launch Yet, Insider Betting Scandal & Clarity Act OddsOpinion

Prediction Markets Weekly: Kalshi's Biggest Launch Yet, Insider Betting Scandal & Clarity Act Odds

Ezekiel Njuguna·July 19, 2026
4 min
Polymarket Sued Over Strategy Bitcoin Prediction Market After Traders Allege Rules Were Changed Once the Outcome Was KnownCrypto Sentiment

Polymarket Sued Over Strategy Bitcoin Prediction Market After Traders Allege Rules Were Changed Once the Outcome Was Known

Ezekiel Njuguna·July 7, 2026
4 min
Polymarket Colombia vs Ghana World Cup Prediction Market: Why Colombia May Be UndervaluedSports Projections

Polymarket Colombia vs Ghana World Cup Prediction Market: Why Colombia May Be Undervalued

Ezekiel Njuguna·July 3, 2026
4 min
Kalshi vs. Polymarket: Inside the Espionage Accusations and Offshore Exchange Fight Reshaping Prediction MarketsPrediction Markets

Kalshi vs. Polymarket: Inside the Espionage Accusations and Offshore Exchange Fight Reshaping Prediction Markets

Ezekiel Njuguna·July 3, 2026
12 min
Injuries Out, Championships In: What the CFTC's New Predictions Market Sports Rules Actually AllowOpinion

Injuries Out, Championships In: What the CFTC's New Predictions Market Sports Rules Actually Allow

Mary Ngaruiya·July 3, 2026
7 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

Ezekiel Njuguna·July 1, 2026
5 min
CFTC vs. State Gaming Boards: Who Actually Wins This FightOpinion

CFTC vs. State Gaming Boards: Who Actually Wins This Fight

Mary Ngaruiya·July 1, 2026
7 min
Minnesota's August 1 Prediction Market Ban on Kalshi and Polymarket, ExplainedOpinion

Minnesota's August 1 Prediction Market Ban on Kalshi and Polymarket, Explained

Ezekiel Njuguna·July 1, 2026
5 min
How Kalshi Combos Actually Work, Step by StepResearch

How Kalshi Combos Actually Work, Step by Step

Ezekiel Njuguna·July 1, 2026
11 min
Can Federal Employees Trade on Kalshi? The Insider Trading Loophole Nobody Closed YetOpinion

Can Federal Employees Trade on Kalshi? The Insider Trading Loophole Nobody Closed Yet

Mary Ngaruiya·July 1, 2026
6 min
What Happens to Your Open Kalshi Position If Your State Bans It Mid-ContractOpinion

What Happens to Your Open Kalshi Position If Your State Bans It Mid-Contract

Mary Ngaruiya·July 1, 2026
6 min
Why Nevada and Massachusetts Ruled Differently on Kalshi on the Same QuestionOpinion

Why Nevada and Massachusetts Ruled Differently on Kalshi on the Same Question

Mary Ngaruiya·July 1, 2026
6 min
DraftKings DKeX: What the New Prediction Markets Exchange MeansOpinion

DraftKings DKeX: What the New Prediction Markets Exchange Means

Ezekiel Njuguna·June 30, 2026
6 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

Mary Ngaruiya·June 29, 2026
6 min
Discover how Polymarket trader Mind.The.Gap made $937K in 5 weeks. Strategy

Discover how Polymarket trader Mind.The.Gap made $937K in 5 weeks.

Ezekiel Njuguna·June 29, 2026
16 min
Entertainment Prediction Markets 2026Prediction Markets

Entertainment Prediction Markets 2026

Mary Ngaruiya·June 29, 2026
10 min
Meta Prediction Markets: What the Reported Arena App Could Mean for AI, Forecasting, and the Future of Event TradingForecasting

Meta Prediction Markets: What the Reported Arena App Could Mean for AI, Forecasting, and the Future of Event Trading

Ezekiel Njuguna·June 29, 2026
9 min
Are Prediction Markets Accurate? Market Accuracy vs Polls and ExpertsOpinion

Are Prediction Markets Accurate? Market Accuracy vs Polls and Experts

Ezekiel Njuguna·June 29, 2026
6 min
The Future of Prediction Markets: What's Next for Event TradingOpinion

The Future of Prediction Markets: What's Next for Event Trading

Mary Ngaruiya·June 29, 2026
5 min
How to Use Prediction Markets to Hedge Real-World RiskEconomic Analysis

How to Use Prediction Markets to Hedge Real-World Risk

Ezekiel Njuguna·June 26, 2026
4 min
Understanding Liquidity in Prediction Markets: Why It MattersEconomic Analysis

Understanding Liquidity in Prediction Markets: Why It Matters

Mary Ngaruiya·June 26, 2026
4 min
Election Prediction Markets: How to Trade Political EventsPolitical Markets

Election Prediction Markets: How to Trade Political Events

Mary Ngaruiya·June 26, 2026
5 min
Prediction Market Exit Strategies: When to Sell Your ContractsStrategy

Prediction Market Exit Strategies: When to Sell Your Contracts

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

Is My Money Safe on Prediction Markets? Consumer Protection Guide

Ezekiel Njuguna·June 26, 2026
4 min
Prediction Market Portfolio Strategy: Diversifying Across EventsStrategy

Prediction Market Portfolio Strategy: Diversifying Across Events

Mary Ngaruiya·June 26, 2026
4 min
How to Make Money on Prediction Markets: Proven StrategiesHow-To Guides

How to Make Money on Prediction Markets: Proven Strategies

Ezekiel Njuguna·June 25, 2026
5 min
Bankroll Management for Prediction Markets: Don't Go BrokeEconomic Analysis

Bankroll Management for Prediction Markets: Don't Go Broke

Ezekiel Njuguna·June 25, 2026
4 min
Mobile Prediction Market AppsPrediction Markets

Mobile Prediction Market Apps

Ezekiel Njuguna·June 22, 2026
8 min
How Prediction Markets Became the Nervous System of the 2026 Tech CycleOpinion

How Prediction Markets Became the Nervous System of the 2026 Tech Cycle

Ezekiel Njuguna·June 21, 2026
9 min
Manifold Markets Review 2026Platform Reviews

Manifold Markets Review 2026

Ezekiel Njuguna·June 20, 2026
9 min
Robinhood Prediction Markets ReviewPlatform Reviews

Robinhood Prediction Markets Review

Ezekiel Njuguna·June 19, 2026
12 min
Predict.fun vs Robinhood vs FanDuel Predicts Predictions Market ComparisonPlatform Reviews

Predict.fun vs Robinhood vs FanDuel Predicts Predictions Market Comparison

Ezekiel Njuguna·June 19, 2026
12 min
FanDuel Predicts Predictions Market Review Platform Reviews

FanDuel Predicts Predictions Market Review

Ezekiel Njuguna·June 19, 2026
9 min
FanDuel Predicts vs Robinhood Predictions MarketPlatform Reviews

FanDuel Predicts vs Robinhood Predictions Market

Ezekiel Njuguna·June 19, 2026
9 min
Predict.fun Review 2026Platform Reviews

Predict.fun Review 2026

Ezekiel Njuguna·June 19, 2026
8 min
Best Crypto Prediction Markets: Decentralized Platforms RankedCrypto Sentiment

Best Crypto Prediction Markets: Decentralized Platforms Ranked

A crypto prediction market operates on blockchain infrastructure. Instead of a centralized company holding your funds and settling trades, smart contracts handle everything, from matching orders to paying out winners.

Ezekiel Njuguna·June 18, 2026
4 min
Prediction Market Glossary: 50+ Terms Every Trader Should KnowOpinion

Prediction Market Glossary: 50+ Terms Every Trader Should Know

This glossary covers the terms you'll encounter across all major prediction market platforms. When in doubt, come back here. And always read the resolution criteria before placing a trade.

Mary Ngaruiya·June 18, 2026
5 min
What Are Event Contracts? The Financial Instrument Behind Prediction MarketsEconomic Analysis

What Are Event Contracts? The Financial Instrument Behind Prediction Markets

An event contract is a financial instrument traded on an exchange. You're buying and selling contracts with other market participants, and the price is set by collective supply and demand, not by a bookmaker.

Ezekiel Njuguna·June 18, 2026
4 min
How to Start Trading on Prediction Markets: Step-by-StepPrediction Markets

How to Start Trading on Prediction Markets: Step-by-Step

Start small, treat your first $50-100 as tuition for learning the platform

Ezekiel Njuguna·June 18, 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
Top Polymarket Markets Right Now: The Most Active Prediction Markets Updated Daily Prediction Markets

Top Polymarket Markets Right Now: The Most Active Prediction Markets Updated Daily

The markets we are about to cover aren't speculative parlay tickets. They represent tens or hundreds of millions of dollars of real capital being priced by thousands of participants who have genuine financial skin in the game.

Ezekiel Njuguna·June 18, 2026
6 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
Prediction Markets vs Sports Betting: What's the Key Difference?Prediction Markets

Prediction Markets vs Sports Betting: What's the Key Difference?

Sports betting and prediction markets both let you profit from correct predictions, but they do it in fundamentally different ways. Prediction markets are exchanges, not bookmakers. They cover far more than sports. They're regulated federally, not by states. And their pricing is transparent.

Ezekiel Njuguna·June 17, 2026
4 min
Crypto and Bitcoin Price Prediction Markets: How to TradeCrypto Sentiment

Crypto and Bitcoin Price Prediction Markets: How to Trade

If you have a view on upcoming economic data or Fed decisions, trade crypto prediction contracts that would benefit from your macro thesis. This is effectively a leveraged macro trade.

Ezekiel Njuguna·June 16, 2026
4 min
How a Polymarket Bot Turned $44K Into $200K Using Microstructure Scalping on Bitcoin 5-Minute MarketsForecasting

How a Polymarket Bot Turned $44K Into $200K Using Microstructure Scalping on Bitcoin 5-Minute Markets

Understanding why 5-minute BTC markets on Polymarket create exploitable microstructure requires understanding what happens inside a 5-minute window as Bitcoin moves and as traders with different information and different speeds interact on the same order book.

Mary Ngaruiya·June 16, 2026
15 min
Weather Prediction Markets: Trading Temperature, Storms & Climate EventsPrediction Markets

Weather Prediction Markets: Trading Temperature, Storms & Climate Events

Temperature markets are popular because they are resolved based on official, unambiguous data from agencies like NOAA.

Mary Ngaruiya·June 16, 2026
4 min
Polymarket LP Rewards Explained: How to Earn USDC by Providing Liquidity to Prediction MarketsPolitical Markets

Polymarket LP Rewards Explained: How to Earn USDC by Providing Liquidity to Prediction Markets

This guide explains exactly how Polymarket LP rewards work, who qualifies, how to find the most profitable markets, and how to calculate your expected earnings before committing any capital.

Ezekiel Njuguna·June 16, 2026
12 min
Prediction Market Arbitrage: How to Spot Price Gaps Between Polymarket and Kalshi in 2026Market Psychology

Prediction Market Arbitrage: How to Spot Price Gaps Between Polymarket and Kalshi in 2026

This guide breaks down exactly how prediction market arbitrage works, why price gaps exist between Polymarket and Kalshi, how to calculate real profits after fees and slippage, and where to find live arbitrage opportunities right now.

Mary Ngaruiya·June 16, 2026
12 min
Are Prediction Markets Gambling? The Legal and Practical DifferencesOpinion

Are Prediction Markets Gambling? The Legal and Practical Differences

Gambling involves betting against the house. A casino, sportsbook, or lottery operator sets the odds and takes the other side of every wager. The house has a mathematical edge built into the game. Prediction markets are exchanges where traders transact with each other.

Ezekiel Njuguna·June 15, 2026
4 min
How a Polymarket Trader Made $14,000 on BTC 5-Minute Markets: A Verified API AnalysisCrypto Sentiment

How a Polymarket Trader Made $14,000 on BTC 5-Minute Markets: A Verified API Analysis

The Bitcoin prediction market on Polymarket is a genuine market with real inefficiencies that real traders are exploiting.

Ezekiel Njuguna·June 15, 2026
17 min
Prediction Markets for Beginners: 10 Mistakes to AvoidPrediction Markets

Prediction Markets for Beginners: 10 Mistakes to Avoid

New traders often find one market they feel strongly about and pour most of their bankroll into it. This is a recipe for disaster.

Ezekiel Njuguna·June 15, 2026
5 min
How Do Prediction Markets Work? Contracts, Odds & Payouts ExplainedPrediction Markets

How Do Prediction Markets Work? Contracts, Odds & Payouts Explained

Every prediction market trade centers on an event contract. This is a simple financial instrument with two possible outcomes: Yes or No.

Ezekiel Njuguna·June 15, 2026
4 min
What Are Prediction Markets? A Complete Beginner's GuidePrediction Markets

What Are Prediction Markets? A Complete Beginner's Guide

Prediction markets aren't just gambling with extra steps. They serve a genuine purpose: aggregating information.

Ezekiel Njuguna·June 15, 2026
4 min
Polymarket vs Kalshi vs Sportsbooks: Where to Trade the 2026 World Cup How-To Guides

Polymarket vs Kalshi vs Sportsbooks: Where to Trade the 2026 World Cup 

Polymarket, Kalshi, DraftKings, and FanDuel are all offering World Cup odds right now, but the prices they're quoting differ by a lot more than most people realize.

Ezekiel Njuguna·June 10, 2025
13 min
5 Cross-Platform Sports Arbitrage Strategies Between Polymarket and KalshiPrediction Markets

5 Cross-Platform Sports Arbitrage Strategies Between Polymarket and Kalshi

This article breaks down five concrete cross-platform arbitrage strategies for the 2026 World Cup knockout stage, using live data pulled from DeFi Rate, Kalshi, and Polymarket snapshots on July 1, 2026. Every calculation uses real numbers, real fee formulas, and real order book depths. Nothing hypothetical.

Ezekiel Njuguna·June 8, 2025
11 min
What is Kalshi? A Closer Look At The First Exchange Regulated By The CFTCPlatform Reviews

What is Kalshi? A Closer Look At The First Exchange Regulated By The CFTC

Understanding the mechanics of Kalshi's event contracts is the foundation for everything else. The system is elegant in its simplicity, but creates surprisingly sophisticated trading dynamics once you understand the probability pricing structure.

Ezekiel Njuguna·June 3, 2025
21 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
Build a Universal Python Prediction Market DashboardSports Projections

Build a Universal Python Prediction Market Dashboard

Mary Ngaruiya·May 28, 2025
8 min
Polymarket in 2026: The Ultimate Guide to Trading the World’s Real-Time SentimentStrategy

Polymarket in 2026: The Ultimate Guide to Trading the World’s Real-Time Sentiment

Polymarket recorded $10.57 billion in trading volume in March 2026, marking the first time the platform crossed the $10 billion monthly threshold.

Mary Ngaruiya·May 25, 2025
20 min
World Cup Prediction Markets Explained: Essential Terms for Polymarket and KalshiResearch

World Cup Prediction Markets Explained: Essential Terms for Polymarket and Kalshi

These are the terms that describe how prediction markets work at a mechanical level.

Ezekiel Njuguna·May 22, 2025
14 min