Arbitrage

Layer 4 — Intelligence

Arbitrage Betting Guide: Prediction Markets, Sportsbooks & Regulated Books

Complete arbitrage betting guide for 2026. Cross-market arb math, fee structures, platform comparisons, bot architecture, settlement risk, and execution strategies across Polymarket, Kalshi, and sportsbooks.

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Layer 3 — Trading

Best Sportsbooks for Sharp Bettors 2026: Limits, CLV, Arb Tolerance & No-Limit Books

Which sportsbooks welcome sharp action? Ranked by bet limits, CLV tolerance, arb policies, reduced juice, and line speed. Bookmaker, Pinnacle, Heritage, and more compared for professional bettors in 2026.

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Layer 3 — Trading

Arbitrage Detection Algorithms for Multi-Platform Agents

Mathematical framework for detecting and executing arbitrage across prediction markets and sportsbooks. Covers two-way, three-way, and cross-platform arbs with dutching formulas, execution risk models, and a full Python scanner pulling from The Odds API and Polymarket CLOB.

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Layer 3 — Trading

Build an OpenClaw Arb Finder Skill — Detect Cross-Market Arbitrage Opportunities

Build an OpenClaw skill that detects guaranteed-profit arbitrage opportunities across sportsbooks and prediction markets. Compares The Odds API, Polymarket, and Kalshi to find cross-market arbs with optimal stake distribution.

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Layer 3 — Trading

Build an OpenClaw Cross-Market Pricer Skill — Normalize Odds Across Platforms

Build a custom OpenClaw skill that normalizes odds across Polymarket, Kalshi, and traditional sportsbooks into a unified format. Complete SKILL.md, conversion math, and cross-platform comparison pipeline.

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Layer 3 — Trading

Prediction Market Math 101: Prices, Probabilities, and the No-Arbitrage Condition

How prediction market prices equal implied probabilities, why mispricing creates arbitrage, and how agents extract probabilities from Polymarket and Kalshi orderbooks.

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Layer 4 — Intelligence

Sportsbook Odds Boosts: The Math, the Evidence, and Every Strategy Ranked

Complete mathematical breakdown of sportsbook odds boosts. Profit boost formulas, vig removal, bonus bet conversion, parlay math, Kelly sizing, and every strategy ranked by expected value.

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How to Use AgentBets Odds Data: Line Shopping, Vig Analysis, and Arb Hunting for Bettors and Agents

A complete guide to the AgentBets odds and compare infrastructure — how smart bettors and autonomous agents use live vig rankings, head-to-head comparisons, and sport-by-sport data to find the best lines and exploit arbitrage opportunities.

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PBot1 on Polymarket — Reverse-Engineering a Live Trading Bot's Strategy

Deep analysis of PBot1, an active Polymarket trading bot. We break down its likely architecture, strategy, and how you'd replicate it using the agent betting stack.

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Gambot Review: Pinnacle Odds Arbitrage Bot for Polymarket

Gambot review. Automated arbitrage bot comparing Pinnacle sportsbook odds with Polymarket prediction market prices to identify cross-platform mispricing opportunities.

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All Layers

How to Build a Prediction Market Agent from Scratch

Build a cross-platform arbitrage bot for Polymarket and Kalshi in Python. Complete code walkthrough with wallet integration, risk management, and testing.

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OctoBot Prediction Market Review: Open-Source Polymarket Copy-Trading & Arbitrage Bot

OctoBot Prediction Market review. Open-source Polymarket bot for copy trading and arbitrage. Self-hosted, self-custody, visual UI, Docker deployment. Built by Drakkar Software.

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PredictEngine Review: No-Code Polymarket Trading Bot Builder

PredictEngine review and agent profile. No-code Polymarket bot builder with visual strategy editor, AI assistant, arbitrage detection, copy trading, and MCP integration for AI agents.

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Best Sportsbook for Arbitrage Bots 2026: Platform Rankings for Automated Arb Betting

Which sportsbooks work best for arbitrage bots? Rankings based on odds quality, data access, account longevity, payout speed, and bot tolerance across offshore and regulated books.

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Layer 4 — Intelligence

Sports Betting vs. Prediction Markets: The Complete Guide for Traders and Developers

Definitive comparison of sports betting and prediction markets. Mechanics, odds formats, regulatory differences, and how AI agents are bridging both worlds.

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Layer 4 — Intelligence

AI Sports Betting Agents 2026: Billy Bets, Sire, DraftKings & the New Landscape

Complete landscape overview of AI sports betting agents in 2026. Billy Bets, Sire, DraftKings Predictions, tech stack mapping, sportsbook arbitrage, regulatory challenges, and prediction market convergence.

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Layer 3 — Trading

Best Prediction Market Arbitrage Bots 2026: Cross-Platform Arb Ranked

Best cross-platform arbitrage bots for prediction markets in 2026. Polymarket vs Kalshi arb scanners, sportsbook arbitrage, spread detection, and automated execution tools reviewed.

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Best Arbitrage Bot for Kalshi 2026: Top Picks for Regulated Markets

Best arbitrage bots for Kalshi in 2026. Cross-platform arb detection, CFTC compliance, API integration, and setup for regulated markets.

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Best Arbitrage Bot for Polymarket 2026: Top Picks Reviewed

How arbitrage works on Polymarket, the types of arb opportunities in 2026, realistic profit expectations, and ranked reviews of the best Polymarket arbitrage bots.

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Builder Spotlight: How I Built a $10K/Month Arbitrage Bot for Prediction Markets

Interview with Alex Chen on building a $10K/month prediction market arbitrage agent. Tech stack, challenges, and advice for builders.

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How a Polymarket Arbitrage Bot Made $150K: A Deep Dive

On-chain data reveals how an arbitrage bot captured $150K+ across ~50,000 Polymarket trades. Strategy breakdown, tech stack, and key takeaways.

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All Layers

How to Buy an Arbitrage Bot for Polymarket: Complete Buyer's Guide

Buy a Polymarket arbitrage bot with confidence. What to evaluate, performance checks, wallet setup, configuration, and avoiding scams.

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OctoBot Prediction Markets — Open-Source Modular Trading Bot

OctoBot: open-source modular AI trading agent for Polymarket. Plug-in strategies for arbitrage, market making, and sentiment. Free to $99/mo.

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Offshore Sportsbook + Prediction Market Arbitrage: A Developer's Guide

Arbitrage between offshore sportsbooks and prediction markets like Polymarket and Kalshi. Odds conversion, market matching, and Python code.

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Polyclaw Agent — Open-Source Arbitrage Bot for Polymarket

Polyclaw Agent: free, open-source MIT-licensed arbitrage bot for Polymarket. Cross-market arb and Yes/No spread detection on the CLOB.

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PredictEngine Pro — Multi-Strategy Prediction Market Trading Bot

PredictEngine Pro: multi-strategy AI agent for Polymarket and Kalshi. Arbitrage, sentiment, and momentum with risk management. $49-$299/mo.

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Layer 4 — Intelligence

Arbitrage Calculator — Surebet & Arb Betting Calculator

Free arbitrage calculator for sports betting. Enter odds from two or more sportsbooks to find arbs, get stake splits, and see profit.

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Layer 4 — Intelligence

Cross-Market Arb Finder — Live Prediction Market Scanner

Live arbitrage scanner comparing Polymarket, Kalshi, and sportsbook odds. Real-time price gaps, arb percentages, and optimal stake splits.

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Layer 4 — Intelligence

Cross-Market Arbitrage: Sportsbooks vs. Prediction Markets

Find arbitrage between sportsbooks, Polymarket, and Kalshi. Fee structures, settlement risk, event matching, and a Python scanner.

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Layer 4 — Intelligence

Sports Betting Arbitrage Bot: The Complete Developer Guide

Build a sports betting arbitrage bot from scratch. Math, architecture, data pipeline, stake calculation, and execution with Python code.

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Layer 3 + Layer 4

PolyClaw

OpenClaw skill for Polymarket trading with order execution and LLM-powered hedge discovery via contrapositive logic.

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