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Prediction Market Guides & Analysis

Strategies and guides for trading prediction markets — from beginner tutorials to advanced trading workflows.

Prediction Markets vs Sports Betting: Compare Real Costs
Trading·5 min

Prediction Markets vs Sports Betting: Compare Real Costs

Compare sportsbook odds with event-contract prices using normalized payout math, fees, liquidity, exit conditions and exact settlement rules.

Apr 6, 2026

Kalshi Referral Code: Find, Share & Track Your Reward
Guides·4 min

Kalshi Referral Code: Find, Share & Track Your Reward

Find your Kalshi referral link and code, distinguish qualification from issued rewards, and troubleshoot invalid codes using current official guidance.

Apr 22, 2026

Kalshi Arbitrage: Contract Matching, Costs & Fill Risk
Trading·5 min

Kalshi Arbitrage: Contract Matching, Costs & Fill Risk

Evaluate Kalshi arbitrage candidates using exact contract rules, executable size, fees and unmatched-leg scenarios. A quoted gap is not guaranteed profit.

Apr 22, 2026

Kalshi Combos: How to Create Them, Quotes & Scalar Payouts
Strategy·6 min

Kalshi Combos: How to Create Them, Quotes & Scalar Payouts

How to combo on Kalshi: check eligible events, live RFQ quotes, payout-unavailable messages and component settlement rules. Model binary and scalar payouts.

Jun 28, 2026

How to Calculate Expected Value in Prediction Markets
Strategy·7 min

How to Calculate Expected Value in Prediction Markets

Calculate the expected value of a Yes or No event contract, account for fees and spread, and learn why a high payout is not the same as a good trade.

Oct 5, 2026

Polifly Review: Advertised Features, Pricing and Limits
AI Tools·3 min

Polifly Review: Advertised Features, Pricing and Limits

A source-based Polifly review: advertised analyzer, paper trading, wallet tools and $29 promotional pricing, with verification limits clearly stated.

Jun 16, 2026

Kalshi Trading Bot GitHub Guide: SDKs, Checks and Demo Workflow
Trading Tools·3 min

Kalshi Trading Bot GitHub Guide: SDKs, Checks and Demo Workflow

Find a Kalshi GitHub project safely: distinguish official SDKs from trading bots, inspect maintenance and test order handling before funding.

Feb 1, 2026

Polymarket Market Making: Quotes, Inventory and Real Costs
Trading·3 min

Polymarket Market Making: Quotes, Inventory and Real Costs

Understand Polymarket market making with a two-sided quote example, inventory stress test, maker fees and operational checks.

Mar 1, 2026

Prediction Market AI Tools: Compare Research Workflows
Trading·4 min

Prediction Market AI Tools: Compare Research Workflows

Compare prediction-market AI research interfaces, forecasting references and native APIs by evidence, current data, limitations and evaluation method.

Apr 6, 2026

Kalshi Easy Money? Check the Math Before You Trade
Trading·3 min

Kalshi Easy Money? Check the Math Before You Trade

Can you make easy money on Kalshi? Compare price, probability, fees and downside using worked examples—not promised returns.

May 25, 2026

AI to Predict Kalshi Markets: A Forecast Validation Workflow
AI Tools·3 min

AI to Predict Kalshi Markets: A Forecast Validation Workflow

Use AI for Kalshi research with cited evidence, locked forecasts, calibration checks and after-fee expected value—not assumed win rates.

May 25, 2026

Polymarket Supported Countries: Restrictions and US Access
Legal·4 min

Polymarket Supported Countries: Restrictions and US Access

Check Polymarket International country and region restrictions, close-only status and the separate US platform using official sources.

Jun 5, 2026

Polymarket Copy Trading Bot: Setup, Controls & Testing
Trading·3 min

Polymarket Copy Trading Bot: Setup, Controls & Testing

Evaluate a Polymarket copy trading bot with a practical checklist for wallet signals, sizing, slippage, duplicate orders, exits and paper testing.

Sep 6, 2026

Polycopy Review: Copy Trading Features vs Alphascope
Comparisons·3 min

Polycopy Review: Copy Trading Features vs Alphascope

Compare Polycopy and Alphascope for Polymarket copy trading: hosted execution versus wallet and market research, plus a checklist before connecting a wallet.

Sep 6, 2026

Polymarket Bitcoin Up or Down: Rules, TWAP & Payouts
Crypto·3 min

Polymarket Bitcoin Up or Down: Rules, TWAP & Payouts

Understand Polymarket Bitcoin Up/Down contracts: interval timing, Chainlink TWAP settlement, ties, payout math and why an exchange chart can disagree.

Sep 6, 2026

Polymarket Bitcoin: BTC Odds, Price Targets & Up/Down Markets
Crypto·3 min

Polymarket Bitcoin: BTC Odds, Price Targets & Up/Down Markets

Understand Polymarket Bitcoin odds, BTC price-target contracts and Up/Down markets. Compare rules, settlement sources, liquidity and payout examples.

Jan 25, 2026

Polymarket Copy Trading: How to Copy Trade Step by Step
Trading·3 min

Polymarket Copy Trading: How to Copy Trade Step by Step

Learn how to copy trade on Polymarket, research wallets, compare manual and automated copying, and measure your own fills, costs and results.

Mar 1, 2026

Best Polymarket Copy Trading Tools & Bots (2026)
Trading Tools·8 min

Best Polymarket Copy Trading Tools & Bots (2026)

Compare Polymarket copy trading tools, bots, wallet following, and AI research workflows so you can avoid blindly copying bad entries.

Jun 16, 2026

Kalshi Order Book: Bids, Asks, Spread & Liquidity
Kalshi·10 min

Kalshi Order Book: Bids, Asks, Spread & Liquidity

Learn how to read the Kalshi order book, calculate implied asks and bid-ask spread, judge market depth, and estimate slippage before trading.

Aug 24, 2026

Kalshi Crypto Bot: Automated Trading, Solana Integration, and API Bots
Trading Tools·7 min

Kalshi Crypto Bot: Automated Trading, Solana Integration, and API Bots

Build and run automated trading bots on Kalshi for crypto-adjacent markets. Learn about Solana integration, API automation, and bot strategies.

Apr 22, 2026

7 Best Polymarket Analytics Tools in 2026
Tools·11 min

7 Best Polymarket Analytics Tools in 2026

Compare the best Polymarket analytics tools for AI research, wallet tracking, PnL, whale alerts, dashboards, order books, and custom data analysis.

Aug 8, 2026

Prediction Market Terminal Guide: AI, Odds & Dashboards
Research·10 min

Prediction Market Terminal Guide: AI, Odds & Dashboards

Learn what a prediction market terminal should include for Polymarket and Kalshi: live odds, order books, news, AI forecasts, wallet context, and risk checks.

Aug 8, 2026

How to Find Mispriced Prediction Markets: A Practical Checklist
Strategy·9 min

How to Find Mispriced Prediction Markets: A Practical Checklist

Learn how to compare your probability estimate with executable Polymarket and Kalshi prices, spreads, liquidity, news, and resolution rules before trading.

Jul 31, 2026

Prediction Market Biases: Herding, Recency & Longshot Effects
Strategy·9 min

Prediction Market Biases: Herding, Recency & Longshot Effects

Learn how herding, recency, confirmation bias, anchoring, and favorite-longshot effects can distort prediction-market decisions—and use a pre-trade checklist to counter them.

Jul 31, 2026

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