Blog
Expert analysis, strategies, and insights for Kalshi & Polymarket prediction markets.
Using APIs for Real-Time Odds
Using APIs for Real-Time Odds
Real-time odds APIs on Kalshi and Polymarket reveal order book imbalance, volume acceleration, and cross-platform spreads that manual price-checking misses entirely. Here's how to build or use a live
Mar 4, 2026 Using Polling Data for Election Markets
Using Polling Data for Election Markets
A precise, trader-focused guide to using polling data for pricing Kalshi and Polymarket election contracts — covering polling averages, historical error patterns, turnout models, and cross-platform pr
Mar 4, 2026 Using Prediction Markets for Trend & Viral Bets
Using Prediction Markets for Trend & Viral Bets
Trend and viral markets on Kalshi and Polymarket reward traders who separate genuine momentum from hype using a structured, multi-factor process — here's how to price the risk correctly.
Mar 4, 2026 Volatility Clustering in Event Contracts
Volatility Clustering in Event Contracts
A quant breakdown of why price swings in Kalshi and Polymarket event contracts bunch together in clusters, how to measure it with realized-volatility windows, and how to trade around it without gettin
Mar 4, 2026 Weather Impact on Sports Contracts
Weather Impact on Sports Contracts
Weather is one of the most consistently mispriced variables in sports prediction markets. Here's how wind, precipitation, and temperature move Kalshi and Polymarket contract prices — and how a structu
Mar 4, 2026 Web3 Wallets & On-Chain Settlement Guides
Web3 Wallets & On-Chain Settlement Guides
A precise breakdown of Web3 wallets and on-chain settlement for Kalshi and Polymarket traders — custody models, gas costs, bridging, and oracle resolution — plus how PillarLab AI's 9-pillar framework
Mar 4, 2026 Webhooks for Prediction Markets
Webhooks for Prediction Markets
A technical guide to webhooks and real-time data feeds for Kalshi and Polymarket — covering WebSocket versus webhook architecture, reliable pipeline design, cross-platform alerting, common pitfalls, a
Mar 4, 2026 What Are Attention Markets on Polymarket?
What Are Attention Markets on Polymarket?
A trader's guide to Polymarket's attention markets — how they differ from standard prediction contracts, why settlement risk is higher, and how to size positions when price discovery lags the underlyi
Mar 4, 2026 What Is a Binary Contract?
What Is a Binary Contract?
A binary contract pays a fixed $1 if a yes/no event happens and $0 if it doesn't — understand how pricing, settlement, and liquidity work on Kalshi and Polymarket before you trade one.
Mar 4, 2026 What Is Arbitrage in Event Trading?
What Is Arbitrage in Event Trading?
Arbitrage in event trading means capturing pricing gaps between correlated contracts across Kalshi and Polymarket — here's how it actually works, why windows close fast, and how to spot real opportuni
Mar 4, 2026 What Is Expected Value?
What Is Expected Value?
Expected value is the core calculation behind every profitable prediction-market trade — here's how to compute it correctly on Kalshi and Polymarket, avoid the estimation errors that sink most traders
Mar 4, 2026 What Is Implied Probability?
What Is Implied Probability?
Implied probability is the market's real-time estimate of an event's likelihood, derived directly from Kalshi and Polymarket contract prices. Learn how to calculate it, why it diverges from true proba
Mar 4, 2026