Prediction market strategies, platform deep-dives, and data-driven analysis to sharpen your edge.

Prediction markets don't have a 'short' button — you express a short view by buying NO or by selling YES shares you own. Here's exactly how it works on Polymarket and Kalshi, with examples.

Kalshi's peak taker fee is 1.75%, but most trades cost far less. Here's the full P×(1-P) formula, category-by-category fees, maker rebates, and how to keep your costs under 0.5% per trade.

Fees, liquidity, market selection, withdrawal speed, US legality, mobile app. The unsentimental head-to-head between the two biggest prediction markets — and which one wins for which type of trader.

From 'implied probability' to 'thick book' — the complete A-to-Z reference for prediction market terminology, with concrete examples on Polymarket and Kalshi.

A practical guide to checking depth, spreads, and fill quality before you commit capital. Stop getting worse prices than you expected.

DRW, Susquehanna, and Jump Trading are building dedicated prediction market desks. Here's how institutional money changes the game — and where retail traders still have an edge.

The same question can trade at 52¢ on one platform and 58¢ on another. It's not a glitch — it's liquidity, demographics, fees, and market structure. Here's what drives the gap.

Compare the best prediction market API in 2026: Polymarket API, Kalshi API, PredictIt, Predict.fun and Prediction Hunt's unified cross-platform data API.

A technical walkthrough of the APIs, SDKs, strategies, and hard-earned lessons behind building automated trading systems for prediction markets — from your first API call to a working bot.

The Kelly Criterion, fractional Kelly, correlation risk, and why most prediction market traders blow up not because they're wrong — but because they bet too much when they're right.

Step-by-step Polymarket tutorial for US traders: create your account, deposit funds, place your first trade, and avoid the 5 mistakes that cost beginners money. Updated 2026.

A Kalshi trader was fined $20,000 for insider trading in 2026. Israeli authorities arrested bettors over Iran military bets. Here's where the legal line actually is.

Kalshi lets you combine multiple event contracts into a single parlay. Here's the math behind combos, when they give you better prices, and when they're a trap.
Yes — prediction market profits are taxable income. Here's exactly what Polymarket and Kalshi traders owe, what counts as a deductible loss, and how to file without overpaying.

DraftKings charges 4.5% vig on every bet. Kalshi charges 1-2%. Here is why sharp sports bettors are switching to prediction markets in 2026.

Walkovers explained: definition, differences vs. retirement/default, implications and betting rules.

A practical guide to alternate receiving yards: how they work, risks, and strategies.

Reverse line movement (RLM) explained: why lines move against public betting, how to spot it early, and when to use it.

Polymarket now charges category-based fees up to 1.8%. Kalshi charges up to 1.75%. Opinion has a $0.25 minimum. See the full 2026 fee breakdown with real dollar examples.

A deep dive into Kalshi's regulation, legal risks, and user experience.

Add outcomes and compare to $1; a quick checklist for real-world execution.

We analyzed liquidity, fees, and legality for the 2026 midterms. See who wins the fee war between Kalshi, Polymarket, and PredictIt. Updated March 2026.

How to interpret market prices correctly: use midpoints, account for fees, and watch for uneven information.

Why "free" arbitrage often isn't: contract mismatches, invisible costs, and execution risk.

Same price ≠ same trade: depth, spread, stability, and compounding slippage behind the quote.

Polymarket promised 1.8% max fees. The actual formula charges up to 7.2% on low-probability crypto markets — here's the math, V1 vs V3 comparison, and how to structure trades to minimize what you pay.