Blog
Expert analysis, strategies, and insights for Kalshi & Polymarket prediction markets.
How to Calculate Expected Value (EV)
How to Calculate Expected Value (EV)
A precise, formula-first guide to calculating expected value on Kalshi and Polymarket contracts, covering the core EV formula, converting price to implied probability, building honest probability esti
Mar 4, 2026 How to Calculate ROI in Event Markets
How to Calculate ROI in Event Markets
Learn how to calculate real ROI on Kalshi and Polymarket positions — fees, annualization, position sizing, and the mistakes that inflate your numbers.
Mar 4, 2026 How to Detect Smart Money
How to Detect Smart Money
Learn how to detect smart money in Kalshi and Polymarket prediction markets using order flow analysis, volume-to-open-interest divergence, and cross-platform price gaps — plus how PillarLab AI's 9-pil
Mar 4, 2026 How to Find Value Bets on Polymarket
How to Find Value Bets on Polymarket
A precise, no-fluff guide to finding genuine value bets on Polymarket — how prices diverge from fair probability, where structural edge hides, and how a 9-pillar framework like PillarLab AI turns edge
Mar 4, 2026 How to Fund a Kalshi Account
How to Fund a Kalshi Account
A precise walkthrough of every way to fund a Kalshi account — ACH, debit, and wire timelines, deposit minimums and verification tiers, state trading restrictions, common funding errors, and how to siz
Mar 4, 2026 How to Hedge Prediction Market Positions
How to Hedge Prediction Market Positions
A pro-trader guide to hedging Kalshi and Polymarket positions — offset structures, timing, sizing, common mistakes, and how PillarLab AI's 9-pillar analysis surfaces the edge that makes a hedge worth
Mar 4, 2026 How to Identify Mispriced Contracts
How to Identify Mispriced Contracts
Learn how professional traders spot mispriced Kalshi and Polymarket contracts using order book depth, cross-platform divergence, base rates, and news lag — plus how PillarLab AI's 9-pillar analysis sy
Mar 4, 2026 How to Read Polymarket Order Flow
How to Read Polymarket Order Flow
Order flow tells you how a Polymarket price got there, not just where it sits. Here's how to read depth, spot fake walls, and separate informed flow from noise.
Mar 4, 2026 How to Scrape Polymarket Data
How to Scrape Polymarket Data
A practical, trader-focused guide to scraping Polymarket's Gamma API, CLOB API, and on-chain data — plus the common pitfalls that make raw scraped data misleading without deeper context.
Mar 4, 2026 How to Spot Insider Trading on Prediction Markets
How to Spot Insider Trading on Prediction Markets
A trader's guide to detecting insider activity on Kalshi and Polymarket — volume anomalies, wallet clustering, order book signals, and cross-platform divergence, plus how PillarLab AI's 9-pillar frame
Mar 4, 2026 How to Track Professional Flow on Polymarket
How to Track Professional Flow on Polymarket
Professional traders don't guess where the smart money is on Polymarket — they track it through on-chain wallet data, order-book patterns, and cross-platform divergence. Here's how to build that proce
Mar 4, 2026 How to Track Volume Changes
How to Track Volume Changes
Learn how professional traders track volume changes on Kalshi and Polymarket — from spotting genuine spikes to normalizing data and building an alert workflow that actually catches signal before it be
Mar 4, 2026