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  • Sentiment analysis event markets guide showing three conditions when crowd sentiment has predictive power, five sentiment traps including confirmation spiral and sentiment reversal at resolution, why Twitter volume is a contrarian indicator on political markets, and how to distinguish retail from sharp sentiment
    Deep Dive

    Sentiment Analysis for Event Markets: Separating Noise From Signal

    July 9, 2026July 29, 2026

    Ninety minutes before the 2024 US presidential election markets closed, Twitter was overwhelmingly bullish on one candidate. The crowd was…

  • Automating Polymarket trades guide showing three automation levels from price alerts to fully automated execution, five failure modes including stale limit orders and gas price spikes, on-chain reconciliation requirement, and how Limit GTC and GTD orders enable laddering without custom code
    Deep Dive

    Automating Polymarket Trades: What Is Possible, Allowed, and Breaks

    July 8, 2026July 23, 2026

    The edge closes before you can act on it. You know this because it has happened to you at least…

  • Polymarket API guide showing Gamma API for market data and CLOB API for execution, five things you can build from price alerts to algorithmic execution, three gaps in API data including full order book history and wallet identity, and how WebSocket feeds differ from REST polling for real-time applications
    Deep Dive

    The Polymarket API: What Data You Can Pull and What to Build With It

    July 8, 2026July 23, 2026

    Every price you see on Polymarket exists in a data feed you can access right now, without permission, without an…

  • Is Polymarket worth it 2026 honest assessment covering liquidity depth on major markets, 2 percent fee impact on small edge trading, US access restrictions versus Kalshi alternative, crypto UX friction for non-native users, and who Polymarket suits versus who it does not
    Deep Dive

    Is Polymarket Worth It in 2026? An Honest Assessment

    July 8, 2026July 23, 2026

    Before you fund a Polymarket wallet, you deserve a straight answer instead of a review written by someone who benefits…

  • How to track Polymarket P&L guide showing five metrics from realized P&L to EV-adjusted return, why balance display includes unrealized gains, why win rate without entry price is meaningless, and how calibration tracking by probability band reveals systematic overconfidence
    Deep Dive

    How to Track Your Polymarket P&L (And Why Most Traders Get It Wrong)

    July 8, 2026July 23, 2026

    Polymarket’s native interface will tell you your balance. It will not tell you whether you are a good trader. Those…

  • Negative risk arbitrage Polymarket guide showing how multi-outcome YES prices summing below 1.00 guarantee risk-free profit, step by step identification and net margin calculation including 2 percent fee and Polygon gas costs, why gaps appear and close fast, and difference between true categorical arbitrage and spread in binary markets
    Deep Dive

    Negative Risk and Intra-Market Arbitrage on Polymarket

    July 8, 2026July 23, 2026

    The Polymarket market had five candidates listed. Four of them were clearly priced wrong. The five YES prices added up…

  • What is EV trading prediction markets guide showing weighted coin analogy for expected value, EV formula for binary markets with five worked examples table, why correct EV decisions produce losing trades at small sample sizes, and how Edge Finder automates fair value ranking
    Deep Dive

    What Is EV Trading? Expected Value Explained

    July 7, 2026July 23, 2026

    Your friend made three correct calls in a row on Polymarket and is now explaining their system to you. Your…

  • Positive EV trading prediction markets framework showing 5-step process from independent probability estimate to Kelly sizing, minimum edge threshold table by market price after 2 percent fee, why correct EV decisions still produce losing trades, and how Edge Finder automates devigging and ranking
    Deep Dive

    Positive EV Trading: A Practical Framework for Prediction Markets

    July 7, 2026July 23, 2026

    You bought YES at 0.54. Your research was thorough. Your estimate was careful. The market resolved NO. That night you…

  • EWC Dota 2 2026 prediction market guide showing Aurora Gaming vs Team Spirit same 9 percent price opposite form trajectories, Falcons TI trophy premium over EWC head to head result, PARIVISION DreamLeague win underpriced case, and why best of two format rewards consistency over peak performance
    Match Analysis

    EWC Dota 2 2026 Prediction Market: Why Two Teams at 9% Are Not the Same Trade

    July 7, 2026July 22, 2026

    Two teams. Same price. The market thinks it is treating them equally. It is not. On Polymarket’s EWC Dota 2…

  • Market making Polymarket guide showing how to earn the bid-ask spread without predicting outcomes, adverse selection risk explained with worked example, order book versus AMM liquidity provision comparison table, and three risks every prediction market maker must manage
    Deep Dive

    Market Making on Polymarket: How to Earn the Spread

    July 6, 2026July 22, 2026

    You do not have to be right about the outcome to make money on Polymarket. You have to be right…

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