# AgentBets.ai — The Agent Betting Stack

> The complete guide to building AI agents that bet on prediction markets. Covering Moltbook identity, Coinbase Agentic Wallets, Polymarket CLI, Kalshi API, and more.

## What this site covers

AgentBets.ai documents the full autonomous agent betting stack:

- **Layer 1 — Identity**: Moltbook social reputation, SIWE wallet authentication, ENS naming, EAS on-chain attestations, and KYC compliance for regulated markets
- **Layer 2 — Wallet**: Coinbase Agentic Wallets, x402 protocol, spending guardrails
- **Layer 3 — Trading**: Polymarket CLI, Kalshi API, DraftKings Predictions API
- **Layer 4 — Intelligence**: LLM-powered analysis, sentiment tools, arbitrage detection

## Flagship Content
- [AgentBets Vig Index — Sportsbook Efficiency Rankings](https://agentbets.ai/vig-index/)
- [Vig Index Methodology — How AgentBets Calculates Sportsbook Grades](https://agentbets.ai/vig-index-methodology/)
- [Vig Index Data (JSON)](https://agentbets.ai/vig-data.json)

## News
- [Polymarket Hairdryer Bet: Lessons for Agent Builders](https://agentbets.ai/news/polymarket-paris-hairdryer-settlement-risk/)
- [NHL Line Shopping: 400bp Vig Spread Across 19 Books](https://agentbets.ai/news/nhl-line-shopping-vig-spread-2026-04-23/)
- [The Break Is a Sportsbook: AI Decides Next](https://agentbets.ai/news/sports-cards-live-breaks-betting-ai-convergence/)
- [2026 NHL Playoffs Round 1: Upsets Break the Board](https://agentbets.ai/news/round-1-upsets-broke-the-2026-nhl-playoff-board/)
- [Kalshi + Benzinga + Fiscal.ai Launch KPI Markets](https://agentbets.ai/news/benzinga-kalshi-fiscalai-kpi-contracts-agent-edge/)
- [Stanley Cup Contender Tiers 2026: Who Has a Path](https://agentbets.ai/news/stanley-cup-contender-tiers-2026/)
- [GG.BET Launches AI-Powered Combo Bets](https://agentbets.ai/news/ggbet-ai-combo-bets-popular-bets-feature/)
- [Polymarket & Kalshi API Dev Brief: April 9–16, 2026](https://agentbets.ai/news/polymarket-kalshi-dev-brief-april-9-16-2026/)
- [KellyBench: Every AI Model Lost Money on EPL](https://agentbets.ai/news/kellybench-ai-models-lose-premier-league-betting/)
- [Masters 2026 Post-Tournament Odds Analysis](https://agentbets.ai/news/masters-2026-post-tournament-odds-analysis/)
- [McIlroy Wins Back-to-Back Masters at -12](https://agentbets.ai/news/mcilroy-wins-2026-masters-back-to-back/)
- [Polymarket Launches pmUSD in Exchange Overhaul](https://agentbets.ai/news/polymarket-pmusd-independence-day-upgrade/)
- [Young Erases McIlroy's Record Lead on Moving Day](https://agentbets.ai/news/masters-2026-final-round-odds-young-ties-mcilroy/)
- [McIlroy Takes Record 6-Shot Masters Lead at -250](https://agentbets.ai/news/mcilroy-record-masters-lead-round-2-odds/)
- [McIlroy, Burns Share Masters Lead as Odds Reprice](https://agentbets.ai/news/mcilroy-burns-lead-masters-round-1-odds-repricing/)
- [Unconventional Indexes Are Fueling Prediction Markets](https://agentbets.ai/news/unconventional-indexes-prediction-markets-sports-props/)
- [Polymarket's $120M Oracle Problem](https://agentbets.ai/news/polymarket-uma-oracle-dispute-iran-ceasefire/)
- [MLB Arctic Blast Totals Create Edge for Weather Agents](https://agentbets.ai/news/mlb-arctic-blast-totals-weather-agents/)
- [14 of Top 20 Polymarket Traders Are Bots](https://agentbets.ai/news/14-of-top-20-polymarket-traders-are-bots/)
- [Masters 2026: What Six Years of Odds Data Reveal](https://agentbets.ai/news/masters-2026-odds-data-what-six-years-reveal/)
- [ClawCon Tokyo and the Lobster Cult of OpenClaw](https://agentbets.ai/news/openclaw-clawcon-tokyo-lobster-cult-swarm-intelligence/)
- [FIFA Names ADI Predictstreet Official World Cup PM](https://agentbets.ai/news/fifa-adi-predictstreet-official-prediction-market-partner-world-cup-2026/)
- [py_clob_client Known Bugs: April 2026](https://agentbets.ai/news/py-clob-client-known-bugs-april-2026/)
- [CFTC Sues States, ICE Bets $2B on Polymarket](https://agentbets.ai/news/cftc-sues-states-prediction-markets-tipping-point/)
- [Binance Launches 13 AI Agent Skills](https://agentbets.ai/news/binance-ai-agent-skills-hub-expansion/)
- [OpenClaw Agents Coming to Microsoft 365](https://agentbets.ai/news/microsoft-openclaw-m365-agents/)
- [Google's Quantum Paper Threatens Polymarket's Stack](https://agentbets.ai/news/google-quantum-polymarket-implications/)
- [Glint Bot and Robinhood Cortex Bet on AI](https://agentbets.ai/news/glint-bot-robinhood-cortex-ai-prediction-markets/)
- [AI Agents Are Building Cartels on Moltbook — And the UK's Top Regulator Just Opened an Investigation](https://agentbets.ai/news/moltbook-cartel-thesis-algorithmic-collusion/)
- [Coinbase and Fannie Mae Just Made Crypto-Backed Mortgages Real — Here's Why an AI Agent Will Pay Yours Next](https://agentbets.ai/news/coinbase-fannie-mae-crypto-mortgage-agents/)
- [The Pentagon Pizza Index: How OSINT Behavioral Data Becomes Prediction Market Alpha](https://agentbets.ai/news/pentagon-pizza-index-prediction-markets/)
- [Player Injury Rules: How Sportsbooks and Prediction Markets Handle Injured Players](https://agentbets.ai/news/player-injury-rules-sportsbooks-prediction-markets/)
- [A Polymarket Account Created Days Before the Maduro Raid Turned $32K Into $436K. Now Washington Wants Answers.](https://agentbets.ai/news/polymarket-maduro-raid-insider-trading-windfall/)
- [A PR Firm Picked a Bar Fight With Polymarket Over 'The Situation Room' — And the Monitors Weren't Even On](https://agentbets.ai/news/polymarket-situation-room-trademark-battle-global-situation-room/)
- [Kalshi Fines and Bans Beast Industries Employee for Insider Trading on MrBeast Content Markets](https://agentbets.ai/news/kalshi-mrbeast-insider-trading-fine-beast-industries/)
- [The Prediction Markets Are Gambling Act Is Here — And DraftKings Is Already Celebrating](https://agentbets.ai/news/prediction-markets-gambling-act-schiff-curtis-bill/)
- [The Scheffler Conundrum: How Prediction Market Agents Should Price a World #1 on a Cold Streak at the Houston Open](https://agentbets.ai/news/scheffler-conundrum-houston-open-prediction-markets-golf/)
- [Agent Alpha Weekly: 14 of Polymarket's Top 20 Wallets Are Bots, Realbet Opens AI Poker Tables, Rain Protocol Ships Agent SDK](https://agentbets.ai/news/weekly-agent-betting-trends-march-20-2026/)
- [BetHog Launches World's First AI Casino Dealer — FanDuel Founders Bet on Conversational Gambling](https://agentbets.ai/news/bethog-ai-dealer-blackjack-fanduel-founders/)
- [Realbet.io Opens First Crypto Casino to Autonomous AI Agents — What It Means for Agent Infrastructure](https://agentbets.ai/news/realbet-ai-agents-casino-gambling/)
- [Polymarket Opens 'The Situation Room' Bar in DC — Prediction Markets Get Their First Sports Bar](https://agentbets.ai/news/polymarket-situation-room-bar-prediction-market-sports-bar/)
- [NVIDIA Launches NemoClaw at GTC 2026 — Enterprise AI Agents Get the Security Layer Prediction Markets Need](https://agentbets.ai/news/nvidia-nemoclaw-openclaw-enterprise-ai-agents/)
- [China Surges 26 Aircraft and 83 Ship Transits Near Taiwan While U.S. Fights Iran — The Semiconductor Crisis No One Is Pricing](https://agentbets.ai/news/china-taiwan-semiconductor-crisis-iran-war-distraction/)
- [PBot1 on Polymarket — Reverse-Engineering a Live Trading Bot's Strategy](https://agentbets.ai/news/pbot1-polymarket-bot-analysis/)
- [Q-Day Is Coming — And Sportsbooks Aren't Ready](https://agentbets.ai/news/quantum-computing-threat-sportsbook-prediction-markets/)
- [Game Theory for Prediction Market Bots: How an Agent Exploits the Gulf Security Pivot](https://agentbets.ai/news/gulf-security-pivot-prediction-market-bot-game-theory/)
- [RentAHuman.ai Gives Prediction Market Agents a Meatspace Layer — And It Changes Everything](https://agentbets.ai/news/rentahuman-meatspace-layer-prediction-market-agents/)
- [Programmable Payments Will Turn Sports Betting Into a Routing Business](https://agentbets.ai/news/programmable-payments-sports-betting-routing/)
- [The Fertilizer Crisis No One Priced In — How an AI Agent Could Have Seen It Coming](https://agentbets.ai/news/fertilizer-crisis-agent-playbook/)
- [Meta Just Bought the Identity Layer for Agent Betting](https://agentbets.ai/news/meta-acquires-moltbook-agent-identity-prediction-markets/)
- [Nvidia NemoClaw Gives Enterprise Agents a Trading Floor — Prediction Markets Are Next](https://agentbets.ai/news/nvidia-nemoclaw-enterprise-agent-platform-prediction-markets/)
- [AI Agent Flags BWXT as Sole-Source Naval Play — How Autonomous Systems Spotted the Monopoly Before the Market](https://agentbets.ai/news/agent-flags-bwxt-sole-source-naval-play/)
- [Gulf States Weigh Force Majeure on US Contracts — Prediction Markets Price the Fallout](https://agentbets.ai/news/gulf-force-majeure-us-contracts-prediction-markets/)
- [Polymarket Didn't Move Offshore — They Never Left](https://agentbets.ai/news/polymarket-didnt-move-offshore-they-never-left/)
- [Professor Jiang's 'Predictive History' Went Viral — AI Agents Are Already Doing It Better](https://agentbets.ai/news/professor-jiang-game-theory-prediction-markets-ai-agents/)
- [Brain vs. Brain: When Biological Agents Fight Each Other in Games — And You Bet on the Winner](https://agentbets.ai/news/brain-cell-agents-vs-agents-biological-esports-betting/)
- [An AI Agent Started Mining Crypto on Its Own — Prediction Markets Should Be Paying Attention](https://agentbets.ai/news/rome-agent-crypto-mining-prediction-markets/)
- [Coinbase Wants to Tokenize Everything — Here's What That Means for Prediction Market Agents](https://agentbets.ai/news/coinbase-tokenization-prediction-market-agents/)
- [Cortical Labs Puts 200,000 Living Neurons on a Chip That Plays Doom — What This Means for Agent Intelligence](https://agentbets.ai/news/cortical-labs-neurons-doom-agent-intelligence/)
- [GPT-5.4 Just Dropped — What It Means for Prediction Market Agents](https://agentbets.ai/news/gpt-5-4-prediction-market-agents/)
- [Oil Hits $90, BlackRock Gates Withdrawals: How OSINT Agents Could Have Front-Run the Crisis](https://agentbets.ai/news/oil-blackrock-osint-agents-march-2026/)
- [Kalshi's Death Carveout Broke the Contract Between Platform and Trader. Here's What Agent Builders Need to Learn From It.](https://agentbets.ai/news/kalshi-death-carveout-automated-trading-resolution-risk/)
- [Polymarket Sues Michigan: What It Means for Prediction Market Agent Operators](https://agentbets.ai/news/polymarket-sues-michigan-agent-operators/)
- [X Money Goes Live: What Musk's Financial Super-App Means for Prediction Markets and AI Agents](https://agentbets.ai/news/x-money-prediction-market-agents/)

## Guides
- [NHL Playoffs Betting Guide: Odds, Markets & Agents](https://agentbets.ai/guides/nhl-playoffs-betting-guide/)
- [OG.com Prediction Market Guide](https://agentbets.ai/guides/og-com-prediction-market-guide/)
- [2020 Masters Golf Odds: Pre-Tournament Favorites, Line Movement & Betting Recap](https://agentbets.ai/guides/masters-golf-odds-2020/)
- [2021 Masters Golf Odds: Pre-Tournament Favorites, Line Movement & Betting Recap](https://agentbets.ai/guides/masters-golf-odds-2021/)
- [2022 Masters Golf Odds: Pre-Tournament Favorites, Line Movement & Betting Recap](https://agentbets.ai/guides/masters-golf-odds-2022/)
- [2023 Masters Golf Odds: Pre-Tournament Favorites, Line Movement & Betting Recap](https://agentbets.ai/guides/masters-golf-odds-2023/)
- [2024 Masters Golf Odds: Pre-Tournament Favorites, Line Movement & Betting Recap](https://agentbets.ai/guides/masters-golf-odds-2024/)
- [2025 Masters Golf Odds: Pre-Tournament Favorites, Line Movement & Betting Recap](https://agentbets.ai/guides/masters-golf-odds-2025/)
- [Masters Golf Odds, Analysis & Betting Guide](https://agentbets.ai/guides/masters-golf-odds/)
- [Masters Odds: 6-Year Data Analysis](https://agentbets.ai/guides/masters-odds-data-analysis/)
- [ADI Predictstreet: FIFA World Cup Prediction Market](https://agentbets.ai/guides/adi-predictstreet-fifa-world-cup-prediction-market-guide/)
- [DraftKings Predictions Guide for Agents](https://agentbets.ai/guides/draftkings-predictions-guide/)
- [FanDuel Predicts: Event Contracts Guide](https://agentbets.ai/guides/fanduel-predicts-event-contracts-guide/)
- [Paperclip: Build a PM Trading Desk with AI](https://agentbets.ai/guides/paperclip-prediction-market-trading-desk/)
- [Rain Protocol Guide: Decentralized PMs on Arbitrum](https://agentbets.ai/guides/rain-prediction-market-guide/)
- [Top 10 Kalshi API Problems Developers Face](https://agentbets.ai/guides/kalshi-api-top-10-problems/)
- [Top 10 Polymarket API Problems Developers Face](https://agentbets.ai/guides/polymarket-api-top-10-problems/)
- [Google TurboQuant: What It Means for AI Agents](https://agentbets.ai/guides/google-turboquant-agent-implications/)
- [Is Kalshi Legal? State-by-State Tracker](https://agentbets.ai/guides/kalshi-legal-states/)
- [Kalshi Fees: Complete Guide for Traders & Bots](https://agentbets.ai/guides/kalshi-fees-guide/)
- [Kalshi Sports Contracts: Props, Combos & API](https://agentbets.ai/guides/kalshi-sports-betting-contracts/)
- [CrewAI Multi-Agent Guide for Prediction Markets](https://agentbets.ai/guides/crewai-multi-agent-prediction-market-guide/)
- [Arbitrage Betting Guide: Prediction Markets, Sportsbooks & Regulated Books](https://agentbets.ai/guides/arbitrage-betting-guide/)
- [Best Offshore Sportsbook Bonuses Compared 2026: Rollover, EV & Clearing Strategy](https://agentbets.ai/guides/offshore-sportsbook-bonuses/)
- [Best Offshore Sportsbooks Compared 2026: By Use Case, Bet Size, Sport & Payment Method](https://agentbets.ai/guides/best-offshore-sportsbook-by-use-case/)
- [Best Sportsbook by Sport 2026: NFL, NBA, MLB, NHL, Soccer, UFC Odds & Props Compared](https://agentbets.ai/guides/best-sportsbook-by-sport/)
- [Is Offshore Betting Safe? Trust, Legitimacy & Payout Reliability Guide (2026)](https://agentbets.ai/guides/offshore-sportsbook-safety/)
- [Offshore Sportsbook Crypto Deposits & Payouts: Bitcoin, USDT, Ethereum Speed & Fees (2026)](https://agentbets.ai/guides/offshore-sportsbook-crypto-payouts/)
- [Offshore vs Legal Sportsbooks 2026: Odds, Limits, Tax, Privacy & When to Use Each](https://agentbets.ai/guides/offshore-vs-legal-sportsbooks/)
- [Polymarket US API Guide: Endpoints, Auth, Rate Limits & Python SDK (2026)](https://agentbets.ai/guides/polymarket-us-api-guide/)
- [Sportsbook Vig Comparison by Sport 2026: NFL, NBA, MLB, NHL Margin Breakdown](https://agentbets.ai/guides/sportsbook-vig-by-sport/)
- [BetUS Prop Bets: The Complete Guide to Props on the Promo-Heavy Offshore Sportsbook](https://agentbets.ai/guides/betus-prop-bets/)
- [BookMaker Prop Bets: The Complete Guide to Props at the Sharpest US-Facing Offshore Sportsbook](https://agentbets.ai/guides/bookmaker-prop-bets/)
- [MyBookie Prop Bets: The Complete Guide to Props on the Entertainment-Heavy Offshore Sportsbook](https://agentbets.ai/guides/mybookie-prop-bets/)
- [NBA vs NBL Betting Guide: Markets, Odds, Sportsbooks, and Where the Edge Lives](https://agentbets.ai/guides/nba-vs-nbl-betting-guide/)
- [pmxt Python Library Tutorial: Unified Prediction Market Trading SDK (2026)](https://agentbets.ai/guides/pmxt-python-library-tutorial/)
- [Arbitrage Detection Algorithms for Multi-Platform Agents](https://agentbets.ai/guides/arbitrage-detection-algorithms/)
- [Bayesian Updating for Prediction Market Agents: How to Update Beliefs with New Information](https://agentbets.ai/guides/bayesian-updating-prediction-markets/)
- [bet365 Prop Bets: The Complete Guide to Props on the World's Largest Online Sportsbook](https://agentbets.ai/guides/bet365-prop-bets/)
- [BetMGM Prop Bets: The Complete Guide to Props, One Game Parlays, and Cross-Sport Betting](https://agentbets.ai/guides/betmgm-prop-bets/)
- [BetOnline Prop Bets: The Complete Guide to Props on the Crypto-First Offshore Sportsbook](https://agentbets.ai/guides/betonline-prop-bets/)
- [BetParx Prop Bets: The Complete Guide to Props on the Regional Powerhouse Sportsbook](https://agentbets.ai/guides/betparx-prop-bets/)
- [BetRivers Prop Bets: The Complete Guide to Props on Rush Street Interactive's Sportsbook](https://agentbets.ai/guides/betrivers-prop-bets/)
- [Bovada Prop Bets: The Complete Guide to Props on the Largest US-Facing Offshore Sportsbook](https://agentbets.ai/guides/bovada-prop-bets/)
- [Build an OpenClaw Agent Reputation Tracker Skill — Portable Agent Identity](https://agentbets.ai/guides/openclaw-agent-reputation-tracker-skill/)
- [Build an OpenClaw Arb Finder Skill — Detect Cross-Market Arbitrage Opportunities](https://agentbets.ai/guides/openclaw-arb-finder-skill/)
- [Build an OpenClaw Bankroll Manager Skill — Track P&L Across Platforms](https://agentbets.ai/guides/openclaw-bankroll-manager-skill/)
- [Build an OpenClaw Bet Slip Parser Skill — Extract Structured Data from Any Bet Slip](https://agentbets.ai/guides/openclaw-bet-slip-parser-skill/)
- [Build an OpenClaw Betting Stack Advisor Skill — Personalized Agent Setup Guide](https://agentbets.ai/guides/openclaw-agent-betting-stack-advisor-skill/)
- [Build an OpenClaw CLV Tracker Skill — Measure Your Edge with Closing Line Value](https://agentbets.ai/guides/openclaw-clv-tracker-skill/)
- [Build an OpenClaw Cross-Market Pricer Skill — Normalize Odds Across Platforms](https://agentbets.ai/guides/openclaw-cross-market-pricer-skill/)
- [Build an OpenClaw EV Calculator Skill — Expected Value Analysis for Every Bet](https://agentbets.ai/guides/openclaw-ev-calculator-skill/)
- [Build an OpenClaw Kalshi Tracker Skill — Monitor Event Contract Prices & Order Books](https://agentbets.ai/guides/openclaw-kalshi-tracker-skill/)
- [Build an OpenClaw Kelly Sizer Skill — Optimal Bet Sizing with Kelly Criterion](https://agentbets.ai/guides/openclaw-kelly-sizer-skill/)
- [Build an OpenClaw News Sentiment Scanner Skill — Trade on Breaking News](https://agentbets.ai/guides/openclaw-news-sentiment-scanner-skill/)
- [Build an OpenClaw Odds Converter Skill — Unified Odds Format for Cross-Platform Agents](https://agentbets.ai/guides/openclaw-odds-converter-skill/)
- [Build an OpenClaw Odds Scanner Skill — Real-Time Sportsbook Odds for Your Agent](https://agentbets.ai/guides/openclaw-odds-scanner-skill/)
- [Build an OpenClaw Polymarket Monitor Skill — Track Prediction Market Prices & Volume](https://agentbets.ai/guides/openclaw-polymarket-monitor-skill/)
- [Build an OpenClaw Sharp Line Detector Skill — Follow the Smart Money](https://agentbets.ai/guides/openclaw-sharp-line-detector-skill/)
- [Build an OpenClaw Vig Calculator Skill — Measure Sportsbook Juice & Hold Percentage](https://agentbets.ai/guides/openclaw-vig-calculator-skill/)
- [Build an OpenClaw Wallet Balance Checker Skill — Unified Capital View Across Platforms](https://agentbets.ai/guides/openclaw-wallet-balance-checker-skill/)
- [Build an OpenClaw World Cup 2026 Odds Skill — Aggregate Tournament Betting Lines](https://agentbets.ai/guides/openclaw-world-cup-2026-odds-skill/)
- [Caesars Prop Bets: The Complete Guide to Props, SGPs, and the Book Where Prop Betting Was Born](https://agentbets.ai/guides/caesars-prop-bets/)
- [Calibration and Model Evaluation: How Agents Know Their Models Are Good](https://agentbets.ai/guides/calibration-model-evaluation-agents/)
- [Closing Line Value (CLV): The Gold Standard Metric for Sharp Betting Agents](https://agentbets.ai/guides/closing-line-value-clv/)
- [Correlation and Portfolio Theory for Multi-Market Agents: Markowitz Optimization for Betting Portfolios](https://agentbets.ai/guides/correlation-portfolio-theory-betting/)
- [Correlation Risk in Parlays and Multi-Leg Bets: When 'Independent' Events Aren't](https://agentbets.ai/guides/correlation-risk-parlays-math/)
- [Crypto and DeFi Prediction Markets: Volatility, Liquidation, and Yield Math](https://agentbets.ai/guides/crypto-defi-prediction-market-math/)
- [DraftKings Prop Bets: The Complete Guide to Props, SGP+, and Flash Bets](https://agentbets.ai/guides/draftkings-prop-bets/)
- [Drawdown Math: Understanding and Surviving Variance](https://agentbets.ai/guides/drawdown-math-variance-betting/)
- [Elo Ratings and Power Rankings: Building Agent Rating Systems from Scratch](https://agentbets.ai/guides/elo-ratings-power-rankings-agents/)
- [ESPN BET Prop Bets: The Complete Guide to Props on the ESPN-Powered Sportsbook](https://agentbets.ai/guides/espnbet-prop-bets/)
- [Expected Value (EV) for Prediction Market Agents: The Only Metric That Matters](https://agentbets.ai/guides/expected-value-prediction-markets/)
- [Fanatics Sportsbook Prop Bets: The Complete Guide to Props on the Newest Major US Sportsbook](https://agentbets.ai/guides/fanatics-prop-bets/)
- [FanDuel Prop Bets: The Complete Guide to Props, SGPs, and the Book That Invented Same Game Parlays](https://agentbets.ai/guides/fanduel-prop-bets/)
- [Feature Engineering for Sports Prediction Models: Building the Signal That Powers Agent Intelligence](https://agentbets.ai/guides/feature-engineering-sports-prediction/)
- [Game Theory for Prediction Market Agents: Nash Equilibrium and Adversarial Play](https://agentbets.ai/guides/game-theory-prediction-market-agents/)
- [Glossary of Betting Math Terms: 200+ Definitions for Agent Developers](https://agentbets.ai/guides/betting-math-glossary/)
- [Hard Rock Bet Prop Bets: The Complete Guide to Props on the Seminole Tribe's Sportsbook](https://agentbets.ai/guides/hard-rock-bet-prop-bets/)
- [Information Theory and Betting: Entropy, KL Divergence, and Edge Quantification](https://agentbets.ai/guides/information-theory-betting-edge/)
- [Line Movement Explained: Why Odds Change and What It Means](https://agentbets.ai/guides/line-movement-explained/)
- [LMSR and Automated Market Makers: The Math Behind Prediction Market Liquidity](https://agentbets.ai/guides/lmsr-automated-market-maker-math/)
- [Market Manipulation Detection: Math for Identifying Artificial Price Movements](https://agentbets.ai/guides/market-manipulation-detection-math/)
- [Market Microstructure for Prediction Markets: Orderbooks, Spreads, and Liquidity](https://agentbets.ai/guides/prediction-market-microstructure/)
- [MLB Run Expectancy and Win Expectancy: The Markov Chain Approach](https://agentbets.ai/guides/mlb-run-expectancy-markov-chain/)
- [Monte Carlo Simulation for Prediction Market Position Sizing](https://agentbets.ai/guides/monte-carlo-simulation-prediction-markets/)
- [Multi-Armed Bandit Problems: How Agents Explore vs. Exploit in Betting Markets](https://agentbets.ai/guides/multi-armed-bandit-betting-agents/)
- [Multi-Outcome Markets: Combinatorial Math and Conditional Probability](https://agentbets.ai/guides/multi-outcome-markets-combinatorial-math/)
- [NBA vs NBL Talent Difference: What the Point Spread Actually Tells You](https://agentbets.ai/guides/nba-vs-nbl-talent-difference-point-spread/)
- [NBA Win Probability and Live Betting Models: Score Differential, Time, and Pace](https://agentbets.ai/guides/nba-win-probability-live-betting-model/)
- [NFL Modeling: Point Spreads, Totals, and Player Prop Math](https://agentbets.ai/guides/nfl-mathematical-modeling/)
- [Pinnacle Prop Bets: The Complete Guide to Props at the World's Sharpest Sportsbook](https://agentbets.ai/guides/pinnacle-prop-bets/)
- [Poisson Distribution and Sports Modeling: Projecting Scores from First Principles](https://agentbets.ai/guides/poisson-distribution-sports-modeling/)
- [Political Prediction Markets: Modeling Elections with Fundamentals and Polls](https://agentbets.ai/guides/political-prediction-market-modeling/)
- [Prediction Market Math 101: Prices, Probabilities, and the No-Arbitrage Condition](https://agentbets.ai/guides/prediction-market-math-101/)
- [Prediction Market Scoring Rules: Brier, Logarithmic, and Proper Scoring](https://agentbets.ai/guides/prediction-market-scoring-rules/)
- [Probability Distribution Cheat Sheet for Betting and Prediction Markets](https://agentbets.ai/guides/probability-distributions-betting-cheat-sheet/)
- [Python Libraries for Quantitative Betting: The Agent Developer's Toolkit](https://agentbets.ai/guides/python-libraries-quantitative-betting/)
- [Regression Models for Sports Betting: From Linear to Logistic to Ridge](https://agentbets.ai/guides/regression-models-sports-betting/)
- [Regulated vs. Offshore Betting Platforms: Sportsbooks & Prediction Markets Compared (2026)](https://agentbets.ai/guides/regulated-vs-offshore-betting-platforms/)
- [Reinforcement Learning for Dynamic Bet Timing and Execution](https://agentbets.ai/guides/reinforcement-learning-bet-timing/)
- [Soccer/Football Expected Goals (xG): Mathematical Framework for Betting](https://agentbets.ai/guides/expected-goals-xg-betting-model/)
- [Sports Betting Math 101: Odds Formats, Implied Probability, and the Vig](https://agentbets.ai/guides/sports-betting-math-101/)
- [Statistical Significance in Sports Betting: Sample Size, p-Values, and When to Trust Results](https://agentbets.ai/guides/statistical-significance-sports-betting/)
- [SuperBook Prop Bets: The Complete Guide to Props at the Legendary Westgate Las Vegas Sportsbook](https://agentbets.ai/guides/superbook-prop-bets/)
- [The Efficient Market Hypothesis in Prediction Markets: When and Why Markets Get It Wrong](https://agentbets.ai/guides/efficient-market-hypothesis-prediction-markets/)
- [The Kelly Criterion: Optimal Bet Sizing for Autonomous Agents](https://agentbets.ai/guides/kelly-criterion-bet-sizing/)
- [The Mathematics of Bankroll Growth: Compound Returns in Betting](https://agentbets.ai/guides/bankroll-growth-compound-returns/)
- [The Odds API to Edge Detection: Building an End-to-End Agent Math Pipeline](https://agentbets.ai/guides/odds-api-edge-detection-pipeline/)
- [Time Series and Line Movement Analysis for Betting Agents](https://agentbets.ai/guides/line-movement-analysis-agents/)
- [World Cup 2026 Betting Math: Tournament Structure, Group Stage, and Knockout Models](https://agentbets.ai/guides/world-cup-2026-betting-math/)
- [WynnBET Prop Bets: The Complete Guide to Props on the Wynn Resorts Sportsbook](https://agentbets.ai/guides/wynnbet-prop-bets/)
- [AI Poker Agents: From Libratus to LLM-Powered Bots — A Technical History and Builder's Guide](https://agentbets.ai/guides/ai-poker-agents/)
- [Casino Agent Infrastructure: How Autonomous AI Agents Interact with Online Gambling Platforms](https://agentbets.ai/guides/casino-agent-infrastructure/)
- [Casino Agent Platforms Compared: Realbet vs Telegram Casinos vs On-Chain Protocols](https://agentbets.ai/guides/casino-agent-platforms-compared/)
- [How to Build a Drift BET Agent on Solana](https://agentbets.ai/guides/drift-bet-agent-solana-guide/)
- [Polymarket US vs Offshore API Comparison: Authentication, Settlement & Developer Gotchas (March 2026)](https://agentbets.ai/guides/polymarket-us-vs-offshore-api-comparison/)
- [Prop Bets Explained: The Complete Guide to Proposition Betting](https://agentbets.ai/guides/prop-bets-guide/)
- [Telegram Casino Bot Infrastructure: APIs, TON Smart Contracts, and Agent Integration](https://agentbets.ai/guides/telegram-casino-bot-infrastructure/)
- [2026 State of Origin Betting Guide: Schedule, Odds & Market Strategy](https://agentbets.ai/guides/state-of-origin-betting-guide-2026/)
- [Odds Boost Comparison 2026: FanDuel vs DraftKings vs BetMGM vs BetOnline vs BetUS vs Bovada](https://agentbets.ai/guides/odds-boost-comparison/)
- [Best LLMs for Prediction Market Agents: Model Selection Guide (2026)](https://agentbets.ai/guides/best-llm-prediction-market-agents/)
- [Offshore Sportsbook Betting Limits: Bovada vs BetOnline Sport-by-Sport Reference](https://agentbets.ai/guides/offshore-sportsbook-betting-limits/)
- [Offshore Sportsbook Crypto Banking: Bovada vs BetOnline Deposits, Withdrawals, and Stablecoin Limits](https://agentbets.ai/guides/offshore-sportsbook-crypto-banking/)
- [Polymarket Auth Troubleshooting: POLY Headers, Signature Types, and Error Reference](https://agentbets.ai/guides/polymarket-auth-troubleshooting/)
- [Polymarket Gamma API Guide: Market Discovery, Price History & Endpoints (2026)](https://agentbets.ai/guides/polymarket-gamma-api-guide/)
- [Polymarket Rust SDK Reference: Setup, Methods, and Trading Examples](https://agentbets.ai/guides/polymarket-rust-sdk-reference/)
- [Polymarket Subgraph Guide: On-Chain Data, GraphQL Queries, and Bitquery](https://agentbets.ai/guides/polymarket-subgraph-guide/)
- [Polymarket TypeScript SDK Reference: @polymarket/clob-client Methods with Examples](https://agentbets.ai/guides/polymarket-typescript-sdk-reference/)
- [Polymarket WebSocket Guide: Channels, Subscriptions & Real-Time Orderbook (2026)](https://agentbets.ai/guides/polymarket-websocket-guide/)
- [AI Betting Agent Platforms: The Complete Comparison for 2026](https://agentbets.ai/guides/ai-betting-agent-platforms/)
- [Best Sportsbook Odds by Sport: NFL, NBA, MLB, NHL, and College (2026 Vig Rankings)](https://agentbets.ai/guides/best-sportsbook-odds-by-sport/)
- [Composable Agent Tools for Prediction Markets: Skills, MCP Servers, and the Modular Agent Stack](https://agentbets.ai/guides/composable-agent-tools-prediction-markets/)
- [How to Calculate Vig: The Formula Every Bettor and Betting Agent Needs](https://agentbets.ai/guides/how-to-calculate-vig/)
- [OpenClaw for Prediction Markets: The Complete Agent Builder's Guide](https://agentbets.ai/guides/openclaw-prediction-market-guide/)
- [Are Prediction Markets Legal? US Regulation, State Laws, and Platform Rules in 2026](https://agentbets.ai/guides/are-prediction-markets-legal/)
- [Free Play vs Cash Bonus vs Locked Bonus Funds: What Offshore Sportsbooks Actually Mean](https://agentbets.ai/guides/free-play-vs-cash-bonus/)
- [How Prediction Market Odds Work: Probability, Pricing, and Finding an Edge](https://agentbets.ai/guides/prediction-market-odds-explained/)
- [Offshore Sportsbook Wager Types Explained: Spread, Moneyline, Totals, Parlays, Teasers, Props, Futures, and Live Bets](https://agentbets.ai/guides/offshore-sportsbook-wager-types/)
- [Prediction Markets 101: What They Are, How They Work, and How to Start Trading](https://agentbets.ai/guides/prediction-markets-101/)
- [Reduced Juice Sportsbooks: Why Pricing Matters More Than Bonus Marketing](https://agentbets.ai/guides/reduced-juice-sportsbooks/)
- [Sharp vs Soft Sportsbooks: Where BetOnline, Bovada, BookMaker, and BetUS Really Sit](https://agentbets.ai/guides/sharp-vs-soft-sportsbooks/)
- [Sports Betting 101: A Complete Beginner's Guide to Odds, Bet Types, and Strategy](https://agentbets.ai/guides/sports-betting-101/)
- [Sportsbook Rollover Explained: How Offshore Bonus Math Actually Works](https://agentbets.ai/guides/sportsbook-rollover-explained/)
- [Why Sportsbooks Limit Winners: The Offshore Version](https://agentbets.ai/guides/why-sportsbooks-limit-winners/)
- [Gnosis prediction-market-agent-tooling: The Unofficial Developer Guide](https://agentbets.ai/guides/gnosis-prediction-market-agent-tooling-guide/)
- [Know Your Agent (KYA): The Identity Standard Prediction Market Agents Need in 2026](https://agentbets.ai/guides/know-your-agent-kya-prediction-markets/)
- [Polymarket US vs. Polymarket Global API: The Migration & Dual-Stack Guide](https://agentbets.ai/guides/polymarket-us-vs-global-api/)
- [The Kelly Criterion for Prediction Markets: A Complete Guide to Optimal Bet Sizing](https://agentbets.ai/guides/kelly-criterion-prediction-markets/)
- [Agent Wallet Security in 2026: Lessons from Bybit, Trust Wallet, and LangChain](https://agentbets.ai/guides/agent-wallet-security-post-mortems/)
- [How to Build a Prediction Market Agent from Scratch](https://agentbets.ai/guides/build-prediction-market-agent-from-scratch/)
- [OSINT Intelligence Tools for Prediction Market Agents](https://agentbets.ai/guides/osint-intelligence-prediction-market-agents/)
- [How to Bet on March Madness 2026 with an AI Agent](https://agentbets.ai/guides/ai-agent-bet-march-madness/)
- [How to Bet on the 2026 NBA Playoffs with an AI Agent](https://agentbets.ai/guides/ai-agent-bet-nba-playoffs/)
- [How to Bet on the 2026 NFL Draft with an AI Agent](https://agentbets.ai/guides/ai-agent-bet-nfl-draft/)
- [World Cup 2026 AI Betting: Build a Prediction Agent](https://agentbets.ai/guides/ai-agent-bet-world-cup-2026/)
- [Coinbase x402 Protocol Explained: How It Powers AI Betting Agents and Autonomous Payments](https://agentbets.ai/guides/coinbase-x402-protocol-ai-betting-agents/)
- [How to Use AI Agents for Super Bowl Betting: The Perennial Guide](https://agentbets.ai/guides/ai-agent-bet-super-bowl/)
- [Prediction Market Terminology: 80+ Terms Every Trader and Developer Should Know](https://agentbets.ai/guides/prediction-market-terminology/)
- [Sports Betting vs. Prediction Markets: The Complete Guide for Traders and Developers](https://agentbets.ai/guides/sports-betting-vs-prediction-markets/)
- [Sportsbook Glossary: 300+ Betting Terms Every Trader and Developer Should Know](https://agentbets.ai/guides/sportsbook-terminology/)
- [The Convergence of Sportsbooks and Prediction Markets: What Developers Need to Know](https://agentbets.ai/guides/sportsbook-prediction-market-convergence/)
- [The Prediction Market Trading Layer: How Agents Execute Trades in 2026](https://agentbets.ai/guides/prediction-market-trading-layer/)
- [X Money and Prediction Markets: The Complete Guide for Agent Builders (2026)](https://agentbets.ai/guides/x-money-prediction-markets/)
- [Agent Wallet Security & Spending Limits 2026: Complete Protection Guide](https://agentbets.ai/guides/agent-wallet-security/)
- [Agentic Payments Protocols 2026: x402, AP2, Stripe, and the New Machine Economy](https://agentbets.ai/guides/agentic-payments-protocols/)
- [Best Agent Wallet for Prediction Markets 2026: Coinbase vs Safe vs Lit vs Turnkey](https://agentbets.ai/guides/best-agent-wallet-prediction-markets/)
- [Best Copy-Trading Bots for Polymarket & Kalshi — 5 Ranked (2026)](https://agentbets.ai/guides/best-copy-trading-agents-prediction-markets/)
- [Best Kalshi Trading Bots Ranked (2026)](https://agentbets.ai/guides/best-kalshi-trading-bots-2026/)
- [Best Open-Source Prediction Market Bots 2026: Free Tools Ranked](https://agentbets.ai/guides/best-open-source-prediction-market-bots/)
- [Best Polymarket Bots 2026: Every Trading Bot Ranked by Strategy](https://agentbets.ai/guides/best-polymarket-bots-2026/)
- [Best Prediction Market Arbitrage Bots 2026: Cross-Platform Arb Ranked](https://agentbets.ai/guides/best-prediction-market-arbitrage-bots/)
- [Legal & Liability Guide for Agent Wallets: Who Is Responsible When AI Trades?](https://agentbets.ai/guides/agent-wallet-legal-liability/)
- [Polymarket vs Kalshi for Bot Trading 2026: Complete Platform Comparison](https://agentbets.ai/guides/polymarket-vs-kalshi-bots/)
- [py_clob_client create_order — Place Trades on Polymarket with Python](https://agentbets.ai/guides/py-clob-client-create-order/)
- [py_clob_client get_balance_allowance — Check USDC Balance on Polymarket](https://agentbets.ai/guides/py-clob-client-get-balance-allowance/)
- [py_clob_client get_order_book: Polymarket Order Book Python Guide](https://agentbets.ai/guides/py-clob-client-get-order-book/)
- [py_clob_client get_positions: Polymarket Position Tracking Python Guide](https://agentbets.ai/guides/py-clob-client-get-positions/)
- [5 Prediction Market Bot Pricing Models That Actually Work](https://agentbets.ai/guides/prediction-market-bot-pricing/)
- [Agent Identity Systems Compared: Moltbook vs SIWE vs ENS vs EAS](https://agentbets.ai/guides/agent-identity-comparison/)
- [Best Prediction Market Bots 2026: Complete Rankings and Reviews](https://agentbets.ai/guides/best-prediction-market-bots/)
- [How to Automate Prediction Market Trading: The Complete 2026 Guide](https://agentbets.ai/guides/how-to-automate-prediction-market-trading/)
- [How to Build a Prediction Market Agent People Will Pay For](https://agentbets.ai/guides/build-prediction-market-agent/)
- [How to Buy a Market-Making Bot for Kalshi: Buyer's Checklist](https://agentbets.ai/guides/how-to-buy-market-making-bot-kalshi/)
- [How to Buy an Arbitrage Bot for Polymarket: Complete Buyer's Guide](https://agentbets.ai/guides/how-to-buy-arbitrage-bot-polymarket/)
- [How to Buy or Rent a Prediction Market Agent: The Complete Buyer's Guide](https://agentbets.ai/guides/buy-prediction-market-agent/)
- [How to Choose the Right Prediction Market Bot: Decision Framework](https://agentbets.ai/guides/how-to-choose-prediction-market-bot/)
- [How to Rent a Copy-Trading Agent for Kalshi: Step-by-Step Setup](https://agentbets.ai/guides/how-to-rent-copy-trading-agent-kalshi/)
- [How to Rent a Sentiment Analysis Bot for Polymarket: Quick Start](https://agentbets.ai/guides/how-to-rent-sentiment-bot-polymarket/)
- [How to Sell Your Prediction Market Bot: The Complete Guide to Monetizing AI Trading Agents](https://agentbets.ai/guides/sell-prediction-market-bot/)
- [How to Set Up a Trading Bot on Kalshi: From Account to Automation](https://agentbets.ai/guides/how-to-set-up-trading-bot-kalshi/)
- [How to Set Up a Trading Bot on Polymarket: From Zero to Live Trading](https://agentbets.ai/guides/how-to-set-up-trading-bot-polymarket/)
- [How to Set Up an Agent Rental Business for Prediction Markets](https://agentbets.ai/guides/agent-rental-business/)
- [How to Verify Prediction Market Bot Performance Before Buying](https://agentbets.ai/guides/prediction-market-bot-verification/)
- [KYC and Compliance Identity for Prediction Market Agents](https://agentbets.ai/guides/kyc-compliance-identity-prediction-market-agents/)
- [Multi-Identity Strategy for Prediction Market Agents](https://agentbets.ai/guides/multi-identity-strategy-prediction-market-agents/)
- [On-Chain Reputation for Prediction Market Agents: EAS Attestations and Verifiable Track Records](https://agentbets.ai/guides/onchain-reputation-prediction-market-agents/)
- [Revenue-Sharing Models for AI Prediction Agents](https://agentbets.ai/guides/prediction-market-agent-revenue-sharing/)
- [The Legal Guide to Selling AI Trading Agents for Prediction Markets](https://agentbets.ai/guides/legal-guide-selling-ai-agents/)
- [The Prediction Market Agent Marketplace: Complete Guide to Buying, Selling, and Renting AI Trading Agents](https://agentbets.ai/guides/prediction-market-agent-marketplace/)
- [Build a Polymarket Trading Bot in Python — Quickstart Guide (2026)](https://agentbets.ai/guides/polymarket-trading-bot-quickstart/)
- [Coinbase Agentic Wallets: The Complete Developer Guide (2026)](https://agentbets.ai/guides/coinbase-agentic-wallets-guide/)
- [Cross-Market Arbitrage: Sportsbooks vs. Prediction Markets](https://agentbets.ai/guides/cross-market-arbitrage/)
- [Dome vs pmxt vs OddsPapi: Unified Prediction Market API Comparison (2026)](https://agentbets.ai/guides/unified-prediction-market-api-comparison/)
- [MoonPay Agents vs Coinbase Agentic Wallets: Complete 2026 Comparison](https://agentbets.ai/guides/moonpay-agents-vs-coinbase/)
- [Polymarket Rate Limits Guide: Every Endpoint, Burst Rule & Retry Strategy (March 2026)](https://agentbets.ai/guides/polymarket-rate-limits-guide/)
- [py_clob_client Python Reference — Every Method with Code Examples (2026)](https://agentbets.ai/guides/py-clob-client-reference/)
- [Sports Betting Arbitrage Bot: The Complete Developer Guide](https://agentbets.ai/guides/sports-betting-arbitrage-bot/)
- [Agent Intelligence Guide: LLM Analysis for Prediction Markets](https://agentbets.ai/guides/agent-intelligence-guide/)
- [Agent Wallet Comparison: Coinbase vs Safe vs MoonPay (2026)](https://agentbets.ai/guides/agent-wallet-comparison/)
- [Kalshi API Guide: Python SDK Setup, RSA Auth & Demo Sandbox (2026)](https://agentbets.ai/guides/kalshi-api-guide/)
- [Moltbook Identity for Prediction Market Agents](https://agentbets.ai/guides/moltbook-identity/)
- [Polymarket + Coinbase Wallet Setup: Agentic Wallets & Automated Trading (2026)](https://agentbets.ai/guides/polymarket-coinbase-quickstart/)
- [Polymarket API Tutorial: Python Authentication, Orders & WebSocket Streaming (2026)](https://agentbets.ai/guides/polymarket-api-guide/)
- [Prediction Market API Reference: Polymarket & Kalshi Endpoints Side-by-Side (2026)](https://agentbets.ai/guides/prediction-market-api-reference/)
- [Security Best Practices for Agent Betting](https://agentbets.ai/guides/agent-betting-security/)
- [The Agent Betting Glossary — 130+ Prediction Market Terms Defined](https://agentbets.ai/guides/agent-betting-glossary/)
- [The Agent Betting Stack Explained](https://agentbets.ai/guides/agent-betting-stack/)

## Marketplace
- [BetHog Review: AI-Powered Crypto Casino from FanDuel Founders](https://agentbets.ai/marketplace/bethog-ai-dealer/)
- [Drift BET Review: Solana Prediction Markets on Drift v2 Protocol](https://agentbets.ai/marketplace/drift-bet/)
- [JetTon Review: Telegram's Largest Crypto Casino on TON](https://agentbets.ai/marketplace/jetton-telegram-casino/)
- [Mega Dice Review: Telegram Casino with 5,000+ Games and $DICE Staking](https://agentbets.ai/marketplace/mega-dice-telegram-casino/)
- [Opinion (OPN) Review: AI-Powered Macroeconomic Prediction Exchange](https://agentbets.ai/marketplace/opinion/)
- [Predict.fun Review: BNB Chain Prediction Market with DeFi Yield](https://agentbets.ai/marketplace/predict-fun/)
- [PredictIt Review: CFTC-Regulated Political Prediction Market](https://agentbets.ai/marketplace/predictit/)
- [Rain Protocol Review: Permissionless Prediction Market Infrastructure for AI Agents](https://agentbets.ai/marketplace/rain-protocol/)
- [Realbet.io Review: First Crypto Casino for Autonomous AI Agents](https://agentbets.ai/marketplace/realbet-ai-agent-casino/)
- [SportBot AI](https://agentbets.ai/marketplace/sportbot-ai/)
- [TG.Casino Review: Licensed Telegram Casino and Sportsbook](https://agentbets.ai/marketplace/tg-casino/)
- [OpenClaw Agent Framework Review](https://agentbets.ai/marketplace/openclaw/)
- [PolyClaw Trading Skill Review](https://agentbets.ai/marketplace/polyclaw/)
- [Agental Review: Multi-Platform AI Trading Agent for Prediction Markets & Sportsbooks](https://agentbets.ai/marketplace/agental/)
- [Billy Bets Review: AI Sports Betting Agent with On-Chain Transparency](https://agentbets.ai/marketplace/billy-bets/)
- [Gambot Review: Pinnacle Odds Arbitrage Bot for Polymarket](https://agentbets.ai/marketplace/gambot/)
- [OctoBot Prediction Market Review: Open-Source Polymarket Copy-Trading & Arbitrage Bot](https://agentbets.ai/marketplace/octobot-prediction-market/)
- [Omenstrat Review: Olas Autonomous Prediction Market Trading Agent](https://agentbets.ai/marketplace/omenstrat/)
- [Polymarket Agents Framework Review: Official Developer SDK for Autonomous Trading](https://agentbets.ai/marketplace/polymarket-agents-framework/)
- [Polyseer Review: AI-Powered Prediction Market Research Platform](https://agentbets.ai/marketplace/polyseer/)
- [PredictEngine Review: No-Code Polymarket Trading Bot Builder](https://agentbets.ai/marketplace/predictengine/)
- [Semantic 42 Review: Autonomous AI Agent Trading on Polymarket via x402 Protocol](https://agentbets.ai/marketplace/semantic-42/)
- [Astron Raven 1.0 Review 2026 — AgentBets.ai Marketplace](https://agentbets.ai/marketplace/astron-raven/)
- [Best Arbitrage Bot for Kalshi 2026: Top Picks for Regulated Markets](https://agentbets.ai/marketplace/best-arbitrage-bot-kalshi/)
- [Best Arbitrage Bot for Polymarket 2026: Top Picks Reviewed](https://agentbets.ai/marketplace/best-arbitrage-bot-polymarket/)
- [Best Contrarian Bot for Prediction Markets 2026: Bet Against the Crowd](https://agentbets.ai/marketplace/best-contrarian-bot-prediction-markets/)
- [Best Copy-Trading Bot for Kalshi 2026: Mirror Top Traders](https://agentbets.ai/marketplace/best-copy-trading-bot-kalshi/)
- [Best Copy-Trading Bot for Polymarket 2026: Follow Smart Money](https://agentbets.ai/marketplace/best-copy-trading-bot-polymarket/)
- [Best Market-Making Bot for Kalshi 2026: Provide Liquidity, Earn Spread](https://agentbets.ai/marketplace/best-market-making-bot-kalshi/)
- [Best Market-Making Bot for Polymarket 2026: Liquidity Provider Picks](https://agentbets.ai/marketplace/best-market-making-bot-polymarket/)
- [Best Momentum Trading Bot for Kalshi 2026: Capture Event-Driven Moves](https://agentbets.ai/marketplace/best-momentum-bot-kalshi/)
- [Best Momentum Trading Bot for Polymarket 2026: Ride the Trends](https://agentbets.ai/marketplace/best-momentum-bot-polymarket/)
- [Best Sentiment Analysis Bot for Kalshi 2026: News-Driven Trading](https://agentbets.ai/marketplace/best-sentiment-bot-kalshi/)
- [Best Sentiment Analysis Bot for Polymarket 2026: AI-Powered Picks](https://agentbets.ai/marketplace/best-sentiment-bot-polymarket/)
- [Best Sports Betting Bot for Prediction Markets 2026: Top Picks](https://agentbets.ai/marketplace/best-sports-betting-bot-prediction-markets/)
- [OctoBot Prediction Markets — Open-Source Modular Trading Bot](https://agentbets.ai/marketplace/octobot-prediction-markets/)
- [Polyclaw Agent — Open-Source Arbitrage Bot for Polymarket](https://agentbets.ai/marketplace/polyclaw-agent/)
- [PredictEngine Pro — Multi-Strategy Prediction Market Trading Bot](https://agentbets.ai/marketplace/predictengine-pro/)

## Comparisons
- [Kalshi vs Polymarket: Full Comparison](https://agentbets.ai/compare/kalshi-vs-polymarket/)
- [Bovada vs BetOnline: Which Offshore Sportsbook Wins by Sport, Stake Size, and Cashier](https://agentbets.ai/compare/bovada-vs-betonline/)
- [DraftKings vs FanDuel vs BetMGM Odds Comparison: Which Sportsbook Has the Best Prices in 2026?](https://agentbets.ai/compare/draftkings-vs-fanduel-vs-betmgm-odds/)
- [Offshore vs Regulated Sportsbook Odds: Which Has Lower Vig? (2026 Data)](https://agentbets.ai/compare/offshore-vs-regulated-sportsbook-vig/)
- [OpenClaw vs Olas Polystrat: Side-by-Side Comparison for Prediction Market Bots (2026)](https://agentbets.ai/compare/openclaw-vs-olas-polystrat/)
- [BetOnline vs BetUS: Which Offshore Sportsbook Is Better in 2026?](https://agentbets.ai/compare/betonline-vs-betus/)
- [BetOnline vs BookMaker: Which Offshore Sportsbook Is Better in 2026?](https://agentbets.ai/compare/betonline-vs-bookmaker/)
- [BookMaker vs BetUS: Which Offshore Sportsbook Is Better in 2026?](https://agentbets.ai/compare/bookmaker-vs-betus/)
- [Bovada vs BetUS: Which Offshore Sportsbook Is Better in 2026?](https://agentbets.ai/compare/bovada-vs-betus/)
- [Bovada vs BookMaker: Which Offshore Sportsbook Is Better in 2026?](https://agentbets.ai/compare/bovada-vs-bookmaker/)
- [Best Sportsbook for Arbitrage Bots 2026: Platform Rankings for Automated Arb Betting](https://agentbets.ai/compare/best-sportsbook-arb-bots/)
- [DraftKings vs. Polymarket: Sportsbook Giant Meets Prediction Market Leader](https://agentbets.ai/compare/draftkings-vs-polymarket/)
- [Kalshi vs. DraftKings Predictions: CFTC-Regulated Event Contracts Compared](https://agentbets.ai/compare/kalshi-vs-draftkings-predictions/)
- [Offshore vs. Regulated Sportsbooks: Complete Comparison for Bettors and Developers](https://agentbets.ai/compare/offshore-vs-regulated-sportsbooks/)
- [Polymarket vs. Kalshi vs. DraftKings Predictions: Every Prediction Market Compared](https://agentbets.ai/compare/polymarket-vs-kalshi-vs-draftkings/)
- [Open-Source vs. Commercial Prediction Market Bots: Which Should You Use?](https://agentbets.ai/compare/open-source-vs-commercial-bots/)
- [Prediction Market Agent vs. Copy Trading — Which Is Better?](https://agentbets.ai/compare/agent-vs-copy-trading/)

## Platforms
- [Kalshi Agent Directory: Every AI Bot and Automation Tool for Kalshi Trading](https://agentbets.ai/platforms/kalshi-agents/)
- [Polymarket Bot Marketplace: Complete Ecosystem Map of Every Tool, Agent, and Service](https://agentbets.ai/platforms/polymarket-bots/)

## Tools
- [Rithmm Review: AI Sports Betting Intelligence](https://agentbets.ai/tools/rithmm-ai-sports-betting-review/)
- [OpenClaw — Framework & 18 Skills for AI Betting Agents](https://agentbets.ai/tools/openclaw/)
- [Polymarket Agent Skills](https://agentbets.ai/tools/polymarket-agent-skills/)
- [Sportsbook Selector — Find the Best Sportsbook for You](https://agentbets.ai/tools/sportsbook-selector/)
- [Ethereum Attestation Service (EAS)](https://agentbets.ai/tools/eas/)
- [Ethereum Name Service (ENS)](https://agentbets.ai/tools/ens/)
- [Sign-In with Ethereum (SIWE)](https://agentbets.ai/tools/siwe/)
- [Arbitrage Calculator — Surebet & Arb Betting Calculator](https://agentbets.ai/tools/arbitrage-calculator/)
- [Cross-Market Arb Finder — Live Prediction Market Scanner](https://agentbets.ai/tools/cross-market-arb-finder/)
- [Odds Converter & Implied Probability Calculator](https://agentbets.ai/tools/odds-converter/)
- [Coinbase Agentic Wallets](https://agentbets.ai/tools/coinbase-agentic-wallets/)
- [Dome](https://agentbets.ai/tools/dome/)
- [Kalshi API](https://agentbets.ai/tools/kalshi-api/)
- [Kalshi News Bot: Open-Source AI Trading Bot for Prediction Markets](https://agentbets.ai/tools/kalshi-news-bot/)
- [Moltbook](https://agentbets.ai/tools/moltbook/)
- [PolyClaw](https://agentbets.ai/tools/polyclaw/)
- [Polymarket CLI](https://agentbets.ai/tools/polymarket-cli/)
- [Polyseer](https://agentbets.ai/tools/polyseer/)
- [Predly](https://agentbets.ai/tools/predly/)

## Offshore Sportsbook API
- [BetUS API and Automation: What You Need to Know](https://agentbets.ai/offshore-sportsbook-api/betus/)
- [Bovada API: What Developers Need to Know About Accessing Bovada Odds](https://agentbets.ai/offshore-sportsbook-api/bovada/)
- [Does BetOnline Have an API? How Developers Access BetOnline Odds Data](https://agentbets.ai/offshore-sportsbook-api/betonline/)
- [MyBookie API and Odds Data Access](https://agentbets.ai/offshore-sportsbook-api/mybookie/)
- [Offshore Sportsbook Odds: How to Normalize Data Across Books](https://agentbets.ai/offshore-sportsbook-api/odds-normalization/)
- [Sportsbetting.ag API and Automation Guide](https://agentbets.ai/offshore-sportsbook-api/sportsbetting-ag/)

## Betting Bots
- [Best Election Bot for Kalshi 2026: AI Agents for Political Prediction Markets](https://agentbets.ai/betting-bots/election-bot-kalshi/)
- [Best MLB Betting Bot for DraftKings 2026: AI Agents for Baseball Automation](https://agentbets.ai/betting-bots/mlb-bot-draftkings/)
- [Best NBA Betting Bot for DraftKings 2026: AI Agents for Basketball Automation](https://agentbets.ai/betting-bots/nba-bot-draftkings/)
- [Best NBA Bot for Polymarket 2026: AI Agents for Basketball Prediction Markets](https://agentbets.ai/betting-bots/nba-bot-polymarket/)
- [Best NFL Betting Bot for BetOnline 2026: AI Agents for Football Automation](https://agentbets.ai/betting-bots/nfl-bot-betonline/)
- [Best NFL Bot for Polymarket 2026: AI Agents for Football Prediction Markets](https://agentbets.ai/betting-bots/nfl-bot-polymarket/)
- [Best Soccer Bot for Polymarket 2026: AI Agents for Football (Soccer) Prediction Markets](https://agentbets.ai/betting-bots/soccer-bot-polymarket/)
- [Best Tennis Betting Bot for BetOnline 2026: AI Agents for Tennis Automation](https://agentbets.ai/betting-bots/tennis-bot-betonline/)
- [Best NBA Betting Bot for BetOnline 2026: AI Agents for Basketball Automation](https://agentbets.ai/betting-bots/nba-bot-betonline/)
- [Best NFL Betting Bot for DraftKings 2026: AI Agents for Football Automation](https://agentbets.ai/betting-bots/nfl-bot-draftkings/)
- [AI Sports Betting Agents 2026: Billy Bets, Sire, DraftKings & the New Landscape](https://agentbets.ai/betting-bots/ai-sports-betting-agents/)
- [Offshore Sportsbook + Prediction Market Arbitrage: A Developer's Guide](https://agentbets.ai/betting-bots/cross-platform-arbitrage/)
- [Prediction Markets vs. Offshore Sportsbooks: Which Is Better for Automated Betting?](https://agentbets.ai/betting-bots/prediction-markets-vs-offshore/)

## Sharp Betting
- [Best Sportsbooks for Sharp Bettors 2026: Limits, CLV, Arb Tolerance & No-Limit Books](https://agentbets.ai/sharp-betting/best-sportsbooks-for-sharps/)
- [Sportsbook Odds Boosts: The Math, the Evidence, and Every Strategy Ranked](https://agentbets.ai/sharp-betting/odds-boost-math/)
- [Vig Shopping Strategy: How Sharp Bettors and AI Agents Find the Best Odds](https://agentbets.ai/sharp-betting/vig-shopping-strategy/)
- [+EV Betting Bots: Finding Positive Expected Value Across Offshore Sportsbooks](https://agentbets.ai/sharp-betting/ev-betting-bot/)
- [Building a Steam Move Detection Bot with Python](https://agentbets.ai/sharp-betting/steam-move-detection-bot/)
- [How to Track Closing Line Value with an API](https://agentbets.ai/sharp-betting/closing-line-value-api/)
- [Juice Comparison: Which Offshore Sportsbooks Have the Lowest Vig?](https://agentbets.ai/sharp-betting/juice-comparison-offshore/)
- [Kelly Criterion Betting Bot: Automated Bankroll Management](https://agentbets.ai/sharp-betting/kelly-criterion-bot/)
- [Middling Bot: How to Find Middles Across Offshore Sportsbooks](https://agentbets.ai/sharp-betting/middling-bot/)
- [Reverse Line Movement: How to Detect It Programmatically](https://agentbets.ai/sharp-betting/reverse-line-movement/)

## Offshore Sportsbooks
- [Pinnacle Review 2026: The Sharpest Lines in Sports Betting — Margins, CLV & Market Making](https://agentbets.ai/offshore-sportsbooks/pinnacle/)
- [Sportsbetting.ag Review 2026: BetOnline's Sister Site — Differences, Odds & Value](https://agentbets.ai/offshore-sportsbooks/sportsbetting-ag/)
- [BetOnline Bonuses 2026: What Actually Matters](https://agentbets.ai/offshore-sportsbooks/betonline-bonuses/)
- [BetOnline Payouts 2026: Deposit and Withdrawal Reality](https://agentbets.ai/offshore-sportsbooks/betonline-payouts/)
- [BetUS Bonuses 2026: What Actually Matters](https://agentbets.ai/offshore-sportsbooks/betus-bonuses/)
- [BetUS Payouts 2026: Deposit and Withdrawal Reality](https://agentbets.ai/offshore-sportsbooks/betus-payouts/)
- [BookMaker Bonuses 2026: What Actually Matters](https://agentbets.ai/offshore-sportsbooks/bookmaker-bonuses/)
- [BookMaker Payouts 2026: Deposit and Withdrawal Reality](https://agentbets.ai/offshore-sportsbooks/bookmaker-payouts/)
- [Bovada Bonuses 2026: What Actually Matters](https://agentbets.ai/offshore-sportsbooks/bovada-bonuses/)
- [Bovada Payouts 2026: Deposit and Withdrawal Reality](https://agentbets.ai/offshore-sportsbooks/bovada-payouts/)
- [BetOnline Review 2026: Odds, Payouts, Automation & Agent Compatibility](https://agentbets.ai/offshore-sportsbooks/betonline/)
- [BetUS Review 2026: Bonuses, Odds, Payouts & Agent Compatibility](https://agentbets.ai/offshore-sportsbooks/betus/)
- [Bookmaker.eu Review 2026: The Sharp Bettor's Offshore Sportsbook](https://agentbets.ai/offshore-sportsbooks/bookmaker/)
- [Bovada Review 2026: Odds, Anonymous Play, Payouts & Agent Compatibility](https://agentbets.ai/offshore-sportsbooks/bovada/)
- [MyBookie Review 2026: Odds, Props, Promotions & Agent Compatibility](https://agentbets.ai/offshore-sportsbooks/mybookie/)

## Regulated Sportsbooks
- [Caesars Sportsbook & BetMGM Review 2026: Legacy Brands, Loyalty & Agent Compatibility](https://agentbets.ai/regulated-sportsbooks/caesars-betmgm/)
- [DraftKings Predictions: Event Contracts, Railbird Acquisition & Agent Trading Guide](https://agentbets.ai/regulated-sportsbooks/draftkings-predictions/)
- [DraftKings Sportsbook Review 2026: Odds, API Ecosystem & Agent Compatibility](https://agentbets.ai/regulated-sportsbooks/draftkings/)
- [FanDuel Sportsbook Review 2026: Best Odds, User Experience & Agent Compatibility](https://agentbets.ai/regulated-sportsbooks/fanduel/)

## Prediction Markets
- [Kalshi Review: Platform, API & Agent Guide](https://agentbets.ai/prediction-markets/kalshi/)
- [Polymarket Review: Platform, API & Agent Guide](https://agentbets.ai/prediction-markets/polymarket/)

## Blog
- [S. 4160 Prediction Market Gambling Act Analysis](https://agentbets.ai/blog/s-4160-prediction-markets-gambling-act-analysis/)
- [Common Prediction Market API Integration Mistakes](https://agentbets.ai/blog/common-prediction-market-api-integration-mistakes/)
- [3 Open-Source AI Sports Betting Projects to Watch](https://agentbets.ai/blog/open-source-ai-sports-betting-projects/)
- [The Vigorish: A Linguistic Journey](https://agentbets.ai/blog/origins-of-the-vigorish/)
- [From Polymarket to Poker Tables: Why Crypto Casinos Are Welcoming AI Agents](https://agentbets.ai/blog/polymarket-to-poker-tables-ai-agents-casino/)
- [Bracket Season is Agent Season: Trading March Madness on Prediction Markets](https://agentbets.ai/blog/march-madness-prediction-markets-2026/)
- [Agent Identity Week: NemoClaw, Meta's Moltbook Acquisition, and the Race to Own Layer 1](https://agentbets.ai/blog/agent-identity-week-nemoclaw-moltbook-meta-layer-1/)
- [Prediction Markets vs Sports Betting: Which Is Actually Better for Your Bankroll?](https://agentbets.ai/blog/prediction-markets-vs-sports-betting/)
- [How to Use AgentBets Odds Data: Line Shopping, Vig Analysis, and Arb Hunting for Bettors and Agents](https://agentbets.ai/blog/how-to-use-agentbets-odds-compare/)
- [From Affiliate Click to Agent Handoff: How LLMs Are Rewriting the Sportsbook Affiliate Business](https://agentbets.ai/blog/affiliate-click-to-agent-handoff/)
- [How Bettors Clear Rollover — Plus FanDuel vs DraftKings vs BetMGM Odds Boosts](https://agentbets.ai/blog/how-bettors-clear-rollover-strategies-rules-reality/)
- [Regulated vs. Offshore Sportsbooks: Odds, Bonuses, Trust, and Banking Compared](https://agentbets.ai/blog/regulated-vs-offshore-sportsbooks-101/)
- [From ClawdBot to OpenClaw: What the Biggest Agent Framework Means for Prediction Market Builders](https://agentbets.ai/blog/clawdbot-to-openclaw-prediction-market-agents/)
- [Introducing the AgentBet Vig Index: Monthly Sportsbook Odds Rankings for Bettors and Agents](https://agentbets.ai/blog/introducing-agentbet-vig-index/)
- [DraftKings Super App: What the Sports & Casino Merger Means for AI Betting Agents](https://agentbets.ai/blog/draftkings-super-app-sports-casino-ai-betting-agents/)
- [Kalshi Insider Trading Probe: What the MrBeast Editor Firing Means for Prediction Market Integrity](https://agentbets.ai/blog/kalshi-insider-trading-probe-mrbeast-prediction-market-integrity/)
- [What CFTC Perpetual Futures Approval Would Mean for AI Sports Betting Bots and Algorithmic Traders](https://agentbets.ai/blog/cftc-perpetual-futures-ai-sports-betting-bots/)
- [Polymarket Removes Nuclear Detonation Market: What It Means for Platform Trust and Decentralized Prediction Markets](https://agentbets.ai/blog/polymarket-nuclear-market-removal-platform-trust/)
- [Agent Alpha Weekly #1: New Bots, Market Trends, and Builder News](https://agentbets.ai/blog/agent-alpha-weekly-001/)
- [Builder Spotlight: From Data Scientist to Bot Seller — Building Sentiment Agents for Prediction Markets](https://agentbets.ai/blog/builder-spotlight-sentiment-developer/)
- [Builder Spotlight: How I Built a $10K/Month Arbitrage Bot for Prediction Markets](https://agentbets.ai/blog/builder-spotlight-arb-developer/)
- [How a Polymarket Arbitrage Bot Made $150K: A Deep Dive](https://agentbets.ai/blog/polymarket-arbitrage-bot-case-study/)
- [The Lobstar Wilde Incident: What Agent Builders Should Learn About Wallet Security](https://agentbets.ai/blog/lobstar-wilde-agent-wallet-security/)
- [BingX TradFi + Prediction Markets: The Agent Execution Stack Just Got a New Layer](https://agentbets.ai/blog/bingx-tradfi-prediction-market-agents/)
- [Why We Built AgentBets.ai](https://agentbets.ai/blog/welcome/)

## Live Odds Comparison (Dynamic — Worker-Generated)

These pages are generated dynamically by a Cloudflare Worker and updated 3x daily. For a complete index, see the odds sitemap or llms-odds.txt.

- [Odds Hub](https://agentbets.ai/odds/) — Compare sportsbook odds across all major US sports
- [Vig Rankings Hub](https://agentbets.ai/odds/vig/) — Sportsbook vig/overround rankings with letter grades
- [March Madness Odds & Scores](https://agentbets.ai/odds/march-madness/) — 2026 NCAA Tournament hub: live odds, scores, bracket guide, and vig rankings
- [Odds Sitemap](https://agentbets.ai/odds-sitemap.xml) — Full index of all dynamically generated odds pages
- [LLM Odds Index](https://agentbets.ai/llms-odds.txt) — Machine-readable index of all odds pages with summaries
- [Vig Index Data (JSON)](https://agentbets.ai/vig-data.json) — Structured vig rankings data

### Key entry points by sport
- [NFL Odds](https://agentbets.ai/odds/nfl/) | [NBA Odds](https://agentbets.ai/odds/nba/) | [MLB Odds](https://agentbets.ai/odds/mlb/) | [NHL Odds](https://agentbets.ai/odds/nhl/)
- [NCAAF Odds](https://agentbets.ai/odds/ncaaf/) | [NCAAB Odds](https://agentbets.ai/odds/ncaab/) | [MMA Odds](https://agentbets.ai/odds/mixed-martial-arts/) | [EPL Odds](https://agentbets.ai/odds/epl/)

### Key entry points by sportsbook
- [Bovada](https://agentbets.ai/odds/bovada/) | [BetOnline](https://agentbets.ai/odds/betonline/) | [DraftKings](https://agentbets.ai/odds/draftkings/) | [FanDuel](https://agentbets.ai/odds/fanduel/)
- [BetMGM](https://agentbets.ai/odds/betmgm/) | [Caesars](https://agentbets.ai/odds/williamhill/) | [Hard Rock Bet](https://agentbets.ai/odds/hardrockbet/) | [BetUS](https://agentbets.ai/odds/betus/)
- [Fanatics](https://agentbets.ai/odds/fanatics/) | [BetRivers](https://agentbets.ai/odds/betrivers/) | [LowVig.ag](https://agentbets.ai/odds/lowvig/) | [BetAnySports](https://agentbets.ai/odds/betanysports/)

## Machine-Readable Data Feeds

- [Agent Directory API](https://agentbets.ai/api/agents.json): Structured JSON directory of all prediction market agents and tools indexed by AgentBets.ai. Each entry includes: name, description, category, supported platforms, pricing model, GitHub URL, and agent compatibility rating.
- [Glossary API](https://agentbets.ai/api/glossary.json): Machine-readable glossary of 98 prediction market and agent betting terms. Each entry includes: term, definition, related terms, and the stack layer it belongs to.
- [Research Data API](https://agentbets.ai/api/research.json): Key statistics from AgentBets.ai ecosystem research on prediction markets, agent adoption, and trading volumes.
- [Vig Index Data](https://agentbets.ai/vig-data.json): Sportsbook vig/overround rankings for 18 US books across 75+ sports. Includes overall rankings and per-sport breakdowns with letter grades, rolling averages, and trend indicators.
- [Odds LLM Index](https://agentbets.ai/llms-odds.txt): Machine-readable index of all dynamically generated odds comparison pages with LLM summaries.
- [Blog RSS Feed](https://agentbets.ai/blog/index.xml): RSS 2.0 feed of the AgentBets.ai blog. Updated when new articles are published.

## Structured Data

- [Full sitemap](https://agentbets.ai/sitemap.xml)
- [Full content for LLMs](https://agentbets.ai/llms-full.txt)
- [JSON index](https://agentbets.ai/index.json)
- [RSS feed — all content](https://agentbets.ai/index.xml)
- [RSS feed — blog only](https://agentbets.ai/blog/index.xml)
- [RSS feed — news](https://agentbets.ai/news/index.xml)
- [Google News sitemap](https://agentbets.ai/news/news-sitemap.xml)

## MCP Server

Install AgentBets as an MCP data source in your AI-powered IDE:
- [MCP Setup Instructions](https://agentbets.ai/mcp/)
- Endpoint: `https://api.agentbets.ai/mcp` (Streamable HTTP transport)
- Tools: search_guides, get_page, lookup_term, get_vig_rankings, recommend_sportsbook, ask_question
- The `ask_question` tool provides AI-powered answers using live odds and vig data, updated 3x daily

## Contact

For corrections, tool submissions, or partnerships: hello@agentbets.ai