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Autonomous AI Trading tool inspired by Alpha Arena. Hyperliquid DEX supported. AI自动交易工具,支持Hyperliquid DEX。

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HammerGPT/Hyper-Alpha-Arena

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logo_app Hyper Alpha Arena

English | 简体中文

First open-source platform with market flow signal monitoring. Precisely monitors institutional order flow, open interest changes, and funding rate extremes. Detects market structural changes in real-time and activates AI trader for decision analysis. AI-assisted strategy and signal configuration—no coding required.

Essential tool for Hyperliquid traders. One-click Docker deployment, active Telegram community, frequent updates. Supports testnet paper trading & mainnet real trading. English & 中文 supported.

License GitHub stars GitHub forks Community English 中文

🔥 Start Trading Now - Up to 30% Fee Discount

Ready to put your AI trading strategies to work? Get started with these top exchanges:

🚀 Hyperliquid - Decentralized Perpetual Exchange

💰 Binance - World's Largest Exchange

Aster DEX - Binance-Compatible DEX


Overview

Hyper Alpha Arena is a production-ready AI trading platform where Large Language Models (LLMs) autonomously execute cryptocurrency trading strategies. Inspired by nof1 Alpha Arena, this platform enables AI models like GPT-5, Claude, and Deepseek to make intelligent trading decisions based on real-time market data and execute trades automatically.

Official Website: https://www.akooi.com/

Who is this for

Who you are What you get
Non-technical traders Built-in AI assistants help you create trading signals and strategy prompts through natural conversation—no coding required
Quantitative researchers Test LLM-driven strategies with real market data on testnet before deploying real capital
Hyperliquid users Native integration with both testnet (free paper trading) and mainnet (1-50x leverage perpetuals)
AI enthusiasts Experiment with different LLMs (GPT, Claude, Deepseek) competing in real trading scenarios

Trading Modes:

  • Hyperliquid Testnet (Paper Trading): Risk-free testing with real market mechanics, free test funds, and actual order book - a superior paper trading experience
  • Hyperliquid Mainnet: Live trading on decentralized perpetual exchange with 1-50x leverage support (real capital at risk)

Features

Market Flow Signal Monitoring - No need to watch charts 24/7. Automatically triggers when big money moves. Monitors order flow imbalance, open interest surges, funding rate extremes—activates AI analysis only when market structure changes.

AI-Assisted Configuration - Can't write strategy prompts? Don't know how to set signal conditions? Conversational AI generators help you configure from scratch, no coding required.

Trade Attribution Analytics - Don't know what's wrong with your strategy? Performance breakdown by symbol, trigger type, and time period. AI diagnosis identifies weaknesses and suggests optimizations.

Multi-Account Real-Time Comparison - Don't know which strategy works better? Real-time asset curve comparison across multiple AI traders, with trade markers displayed on individual curves.

Deep Hyperliquid Integration - Seamless testnet/mainnet switching, native 1-50x leverage support, built-in margin monitoring and liquidation price warnings.

Multi-Model LLM Support - Compatible with OpenAI API models (GPT-5, Claude, Deepseek, etc.). Multi-wallet architecture with independent testnet/mainnet configurations.

Screenshots

Dashboard with Multi-Account Comparison

Dashboard Overview Real-time asset curves for multiple AI traders with trade markers on individual curves

Signal Pool Configuration

Signal Pool Configuration Market flow signal monitoring - CVD, OI Delta, Funding Rate triggers

Attribution Analytics

Attribution Analytics Performance breakdown and AI-powered strategy diagnosis

AI Prompt Generator

AI Prompt Generator Conversational AI assistant for strategy creation

Technical Analysis

Technical Analysis Built-in technical indicators and market data visualization

Quick Start

Prerequisites

  • Docker Desktop (Download)
    • Windows: Docker Desktop for Windows
    • macOS: Docker Desktop for Mac
    • Linux: Docker Engine (Install Guide)

Installation

# Clone the repository
git clone https://github.com/HammerGPT/Hyper-Alpha-Arena.git
cd Hyper-Alpha-Arena

# Start the application (choose one command based on your Docker version)
docker compose up -d --build        # For newer Docker Desktop (recommended)
# OR
docker-compose up -d --build       # For older Docker versions or standalone docker-compose

The application will be available at http://localhost:8802

Managing the Application

# View logs
docker compose logs -f        # (or docker-compose logs -f)

# Stop the application
docker compose down          # (or docker-compose down)

# Restart the application
docker compose restart       # (or docker-compose restart)

# Update to latest version
git pull origin main
docker compose up -d --build # (or docker-compose up -d --build)

Important Notes:

  • All data (databases, configurations, trading history) is persisted in Docker volumes
  • Data will be preserved when you stop/restart containers
  • Only docker-compose down -v will delete data (don't use -v flag unless you want to reset everything)

First-Time Setup

For detailed setup instructions including:

  • Hyperliquid wallet configuration (Testnet & Mainnet)
  • AI Trader creation and LLM API setup
  • Trading environment and leverage settings
  • Signal-triggered trading configuration

📖 See our complete guide: Getting Started

Supported Models

Hyper Alpha Arena supports any OpenAI API compatible language model. For best results, we recommend using Deepseek for its cost-effectiveness and strong performance in trading scenarios.

Supported models include:

  • Deepseek (Recommended): Excellent cost-performance ratio for trading decisions
  • OpenAI: GPT-5 series, o1 series, GPT-4o, GPT-4
  • Anthropic: Claude (via compatible endpoints)
  • Custom APIs: Any OpenAI-compatible endpoint

The platform automatically handles model-specific configurations and parameter differences.

Troubleshooting

Common Issues

Problem: Port 8802 already in use Solution:

docker-compose down
docker-compose up -d --build

Problem: Cannot connect to Docker daemon Solution: Make sure Docker Desktop is running

Problem: Database connection errors Solution: Wait for PostgreSQL container to be healthy (check with docker-compose ps)

Problem: Want to reset all data Solution:

docker-compose down -v  # This will delete all data!
docker-compose up -d --build

Contributing

We welcome contributions from the community! Here are ways you can help:

  • Report bugs and issues
  • Suggest new features
  • Submit pull requests
  • Improve documentation
  • Test on different platforms

Please star and fork this repository to stay updated with development progress.

Resources

Hyperliquid

Original Project

Community & Support

🌐 Official Website: https://www.akooi.com/

🐦 Contact me on Twitter/X: @GptHammer3309

  • Latest updates on Hyper Alpha Arena development
  • AI trading insights and strategy discussions
  • Technical support and Q&A

Join our (Telegram group) for real-time discussions and faster triage .

  • Report bugs (please include logs, screenshots, and steps if possible)
  • Share strategy insights or product feedback
  • Ping me about PRs/Issues so I can respond quickly

Friendly reminder: Telegram is for rapid communication, but final tracking and fixes still go through GitHub Issues/Pull Requests. Never post API keys or other sensitive data in the chat.

欢迎加入(Telegram 群):

  • 反馈 Bug(尽量附日志、截图、复现步骤)
  • 讨论策略或产品体验
  • PR / Issue 想要我关注可在群里提醒

注意:Telegram 主要用于快速沟通,正式记录请继续使用 GitHub Issues / Pull Requests;谨记不要分享密钥等敏感信息。

License

This project is licensed under the Apache License 2.0. See the LICENSE file for details.

Acknowledgments

  • etrobot - Original open-alpha-arena project
  • nof1.ai - Inspiration from Alpha Arena
  • Hyperliquid - Decentralized perpetual exchange platform
  • OpenAI, Anthropic, Deepseek - LLM providers

Star this repository to follow development progress.

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Autonomous AI Trading tool inspired by Alpha Arena. Hyperliquid DEX supported. AI自动交易工具,支持Hyperliquid DEX。

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