Blog
Expert analysis, strategies, and insights for Kalshi & Polymarket prediction markets.
Polymarket US Relaunch Impact
Polymarket US Relaunch Impact
When Polymarket relaunched in the US, it split liquidity with Kalshi and opened cross-platform pricing gaps of 4-6 points on macro contracts. This case study breaks down what happened to spreads, volu
Mar 4, 2026 Polymarket vs Crypto Perpetuals
Polymarket vs Crypto Perpetuals
Polymarket and crypto perpetuals solve different problems: fixed-payout event contracts versus leveraged directional exposure. Here's how the mechanics, pricing, liquidity, and risk profiles actually
Mar 4, 2026 Polymarket vs DraftKings
Polymarket vs DraftKings
Polymarket and DraftKings solve the same impulse with structurally different mechanics — one is a licensed sportsbook with fixed house odds, the other a CFTC-regulated peer-to-peer contract market. He
Mar 4, 2026 Polymarket vs Kalshi Tools Head-to-Head 2026
Polymarket vs Kalshi Tools Head-to-Head 2026
A precise, expert-level 2026 comparison of Kalshi and Polymarket's native tools and analytical gaps, and how PillarLab AI's 9-pillar framework closes them across both exchanges.
Mar 4, 2026 Polymarket vs Manifold Markets
Polymarket vs Manifold Markets
Polymarket and Manifold Markets solve different problems — real-money execution versus play-money forecasting breadth. Here's how liquidity, resolution risk, and market coverage actually differ, and h
Mar 4, 2026 Polymarket vs Options Trading
Polymarket vs Options Trading
A precise comparison of Polymarket and options trading — pricing mechanics, risk profiles, time decay, liquidity, and which skills actually transfer between the two.
Mar 4, 2026 Polymarket vs Robinhood Event Contracts
Polymarket vs Robinhood Event Contracts
A precise breakdown of how Polymarket's decentralized share markets compare to Robinhood's Kalshi-routed event contracts — liquidity, fees, settlement, and where a 9-pillar cross-platform edge actuall
Mar 4, 2026 Polymarket vs Traditional Exchanges
Polymarket vs Traditional Exchanges
Polymarket vs traditional exchanges compared on liquidity, pricing, regulation, and cost — and how PillarLab AI's 9-pillar analysis finds the mispricings between them.
Mar 4, 2026 Position Sizing in Prediction Markets
Position Sizing in Prediction Markets
A pro-trader guide to sizing positions on Kalshi and Polymarket: applying fractional Kelly, building confidence-tiered sizing frameworks, managing correlated exposure, and how PillarLab AI's 9-pillar
Mar 4, 2026 Predicting Fed Decisions with Kalshi Data
Predicting Fed Decisions with Kalshi Data
Fed rate-decision contracts on Kalshi price discrete outcome buckets directly, unlike futures-implied probabilities. Here's how to read the gap between Kalshi pricing, FedWatch, and macro data release
Mar 4, 2026 Prediction Market AI Agents vs Manual Trading 2026
Prediction Market AI Agents vs Manual Trading 2026
AI agents versus manual trading on Kalshi and Polymarket in 2026: where automation wins on coverage and speed, where human judgment still holds an edge, and how a structured 9-pillar analysis closes t
Mar 4, 2026 Prediction Market Analysis Software
Prediction Market Analysis Software
A precise breakdown of what real prediction-market analysis software needs — structured pillar-based scoring, real-time Kalshi/Polymarket data pipelines, and cross-platform edge detection — and why si
Mar 4, 2026