High-Fidelity AI Synthesis for Prediction Market Alpha.
https://tidal-hack-26.vercel.app/ApolloMarkets is a next-generation AI-powered intelligence platform that improves prediction market accuracy by comparing an event’s market odds with probabilities from related, correlated events. Using advanced reasoning-focused LLMs via OpenRouter, ApolloMarkets synthesizes these “correlated signals” to estimate a more reliable true probability than the market’s current consensus..
It detects market inefficiencies, providing an Alpha Index and Confidence Score to help traders identify undervalued or overvalued positions.
- High-Fidelity Synthesis: Uses Bayesian-style inference to adjust probabilities based on correlated event outcomes.
- Correlated Signal Analysis: Manually input related events (e.g., "Fed Rate Cut" vs. "Bitcoin Price") to see how they impact the target prediction.
- Quantitative "Apollo Prob": Generates a distinct probability coupled with a divergence metric (Delta) from the market price.
- Confidence & Alpha Scoring: specific metrics to gauge the strength of the prediction and the potential market inefficiency.
- Visual Intel: Interactive charts visualizing the spread between Market Price and Apollo's Predicted Probability.
- Reasoning Engine: Provides a detailed, text-based synthesis report explaining the reasoning behind the numbers.
- Frontend Framework: React 19 (via Vite)
- Language: TypeScript
- Styling: Tailwind CSS (Custom "Slate & Indigo" premium aesthetic)
- Visualization: Recharts
- AI Intelligence: OpenRouter API (DeepSeek R1 / Chimera)
- State Management: React Hooks
- Node.js (v18 or higher recommended)
- npm or yarn
- An API Key from OpenRouter
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Clone the repository:
git clone https://github.com/yourusername/apollomarkets-local.git cd apollomarkets-local -
Install dependencies:
npm install
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Configure Environment: Create a
.env.localfile in the root directory and add your OpenRouter API key:VITE_OPENROUTER_API_KEY=sk-or-your-actual-api-key-here VITE_SITE_URL=http://localhost:5173 VITE_SITE_NAME=ApolloMarkets
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Run the application:
npm run dev
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Open http://localhost:5173 in your browser.
- Define Target: Enter the Market Question you want to analyze (e.g., "Will Bitcoin hit $100k?").
- Set Market Price: Input the current trading probability from the prediction market.
- Add Signals: Add 2-3 "Correlated Signals"—events that, if true or false, would significantly impact the target.
- Example: "Fed Cuts Rates by 50bps" (High Correlation to Crypto Asset Prices)
- Run Analysis: Click "Run Analysis" to let the AI agent synthesize the data.
- Review Intel: Read the generated report and check the "Apollo Prob" vs. "Market Price" to find your edge.
ApolloMarkets is a research tool. The predictions generated are probabilistic estimates based on AI synthesis of provided inputs. They do not constitute financial advice. Prediction markets involve significant risk.