Blog
Expert analysis, strategies, and insights for Kalshi & Polymarket prediction markets.
Minimum Trade Size on Polymarket
Minimum Trade Size on Polymarket
Polymarket's minimum trade size is share-based, not a fixed dollar amount — which changes how you size positions, hedge across Kalshi, and evaluate whether a marginal edge actually clears execution co
Mar 4, 2026 MLB Event Contracts
MLB Event Contracts
MLB event contracts on Kalshi and Polymarket trade nothing like a sportsbook line — continuous repricing, thin in-game liquidity, and no vig mean pitching matchups and bullpen workload create real, tr
Mar 4, 2026 Modeling Attention & Virality in Prediction Markets
Modeling Attention & Virality in Prediction Markets
Attention and virality move prediction-market prices before order flow does. Here's how to model virality curves, filter sentiment noise, and build a repeatable framework for trading Kalshi and Polyma
Mar 4, 2026 Momentum vs Mean Reversion in Prediction Markets
Momentum vs Mean Reversion in Prediction Markets
Momentum and mean-reversion behave differently in bounded, resolution-dated prediction market contracts than in equities. Here's a quant framework for telling the two regimes apart on Kalshi and Polym
Mar 4, 2026 NBA Playoffs & Finals Event Contracts
NBA Playoffs & Finals Event Contracts
A precise, trader-focused guide to trading NBA playoffs and Finals event contracts on Kalshi and Polymarket, covering series-contract structure, injury signal reading, platform liquidity differences,
Mar 4, 2026 NBA Prediction Markets Guide
NBA Prediction Markets Guide
A precise, trader-focused guide to NBA prediction markets on Kalshi and Polymarket — contract structure, key data signals, futures trading, cross-platform liquidity, and how a 9-pillar analysis framew
Mar 4, 2026 NFL Prediction Markets Guide
NFL Prediction Markets Guide
A precise guide to trading NFL contracts on Kalshi and Polymarket — contract mechanics, line-reading, key signals, futures strategy, and how PillarLab AI's 9-pillar framework systematizes weekly analy
Mar 4, 2026 NLP for News Sentiment Analysis
NLP for News Sentiment Analysis
A precise breakdown of how NLP-driven news sentiment analysis actually works for Kalshi and Polymarket trading — sentiment velocity vs. level, why keyword models fail, and how to cross-reference senti
Mar 4, 2026 No-Code AI Bots for Kalshi Macro Trading
No-Code AI Bots for Kalshi Macro Trading
A precise, no-fluff breakdown of how no-code AI tools and automation platforms can be used to trade Kalshi macro contracts — CPI, Fed decisions, jobs reports — and where structured analysis like Pilla
Mar 4, 2026 Nonfarm Payrolls & Unemployment Contracts
Nonfarm Payrolls & Unemployment Contracts
A pro-trader breakdown of how nonfarm payrolls and unemployment rate contracts actually move on Kalshi and Polymarket — consensus drift, revision effects, cross-platform liquidity gaps, and how Pillar
Mar 4, 2026 Olympics 2028 Early Markets Guide
Olympics 2028 Early Markets Guide
Olympics 2028 markets on Kalshi and Polymarket are already live, thin on volume, and mispriced against stale Paris 2024 baselines. Here's how to read early medal-count and qualifier contracts, spot ho
Mar 4, 2026 Open Source vs Paid Analytics Tools
Open Source vs Paid Analytics Tools
A precise comparison of open-source scrapers versus paid analytics platforms for Kalshi and Polymarket trading — covering maintenance drift, model depth, total cost of ownership, and where structured
Mar 4, 2026