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HALO — One-Stop Prediction Market Platform

Your all-in-one platform for researching, analyzing, and trading prediction markets. Powered by a 4-model AI ensemble with >70% mispricing detection accuracy.

TL;DR

  • Market Explorer: Browse 2,000+ prediction markets across crypto, politics, sports, and more
  • AI Fair Value: 4-model ensemble (PPO + XGBoost + LSTM + LLM) analyzes 45 features per market
  • Whale Tracking: Monitor large trades, top trader leaderboards, and smart money flows
  • Arbitrage Scanner: Cross-platform price discrepancy detection between Polymarket and Limitless
  • Trading Terminal: Professional charts, orderbook, trade tape, and AI analysis for every market
  • Automated Bots: Set-and-forget trading bots for bonds and spread capture

Why HALO?

Prediction markets are fragmented across platforms, and analyzing them requires jumping between multiple tools. HALO solves this by combining everything into one unified platform:

  1. Discover — Browse and search markets across Polymarket and Limitless
  2. Analyze — Get AI-powered fair values, whale signals, and arbitrage opportunities
  3. Decide — Use the trading terminal with charts, orderbook, and model breakdowns
  4. Execute — Trade manually or deploy automated bots to capture alpha 24/7

Platform Features

Market Explorer

Browse, filter, and sort 2,000+ prediction markets with real-time data. Toggle AI fair value signals to see where the market is mispriced.

AI Fair Value Signals

Our 4-model ML ensemble analyzes 45 features per market to predict true probability:

fair_value = α₁ * PPO + α₂ * XGBoost + α₃ * LSTM + α₄ * LLM

Markets with >5% mispricing and >60% model confidence are flagged as opportunities.

Whale Tracking

Real-time monitoring of large trades ($10K+), top trader leaderboards, and net smart money flow per market. When top traders and AI agree, the signal is strongest.

Cross-Platform Arbitrage

Automatic detection of price differences between Polymarket and Limitless. Each opportunity is scored by spread size, liquidity, and execution probability.

Trading Terminal

Professional-grade market analysis for every prediction market:

  • Interactive probability charts (TradingView lightweight-charts)
  • Real-time orderbook with depth visualization
  • Trade history tape
  • Full AI model breakdown with confidence scores

Automated Trading Bots

For hands-free trading:

  • Bonds Bot: Automated bond trading strategies
  • AMM Bot: AI-powered market making with spread capture

The AI Edge

Our ensemble model analyzes 45 features across multiple categories:

  • 25 technical indicators (RSI, MACD, moving averages, Bollinger Bands)
  • 4 sentiment signals (social media, news, market mood)
  • 8 funding rate features (perpetual futures sentiment)
  • 8 order book depth metrics (imbalance, whale detection, liquidity)

Performance

The ensemble achieves >70% accuracy for mispricing detection, significantly outperforming single-model approaches and naive market prices.

Getting Started

New to HALO? Start here:

  1. Getting Started — Quick overview of platform features
  2. Market Explorer — How to browse and analyze markets
  3. AI Fair Value — Deep dive into our ML models
  4. Whale Tracking — Following smart money
  5. Arbitrage Scanner — Finding cross-platform opportunities