Hummingbot

Apache 2.0 Licensed Framework

Hummingbot is an open source Python framework for building algorithmic trading strategies. All code is open sourced under the Apache 2.0 license, allowing full customization and modification.

Flexibility to adapt the code to your own trading needs.

318 Exchange Connectors

Connect to a wide range of centralized and decentralized exchanges. The framework includes connectors to numerous CEXs and DEXs, with Gateway middleware for blockchain transactions.

Trade across many venues from a single framework.

Built-in Strategy Templates

Hummingbot provides a wide array of strategy frameworks, including pure market making, and supports custom strategies built by the community. Users have developed advanced strategies like TradingView webhook, memecoin algorithmic, and Solana DEX dynamic rebalancing.

Start with proven templates or build your own.

Community-Owned and Governed

Hummingbot is community-owned and features a governance process where users decide how the framework evolves. The global community includes developers, traders, and academic collaborators like Cornell University.

Shape the roadmap and benefit from collective innovation.

$47B+ Trade Volume and 111K+ Instances

Aggregated trade volume reported by Hummingbot instances exceeds $47 billion, with over 111,000 instances running. Testimonials from market makers and prop traders highlight profitable strategies and reliable performance.

Trusted by individuals and institutions for real trading.

Condor: AI Harness for Agentic Trading

Condor is an AI harness for building and running agentic strategies and bot instances. It enables AI-driven trading agents, complementing the traditional Hummingbot client.

Leverage AI to automate and optimize trading decisions.

• Proven Track RecordHummingbot has facilitated over $47 billion in total trade volume, with more than 111,000 instances running globally. This scale demonstrates its reliability and widespread adoption among both individual traders and institutions.
• Open Source FlexibilityAs an open source Python framework under the Apache 2.0 license, Hummingbot allows you to freely modify and extend its code. Users like Jelle Buth have generated $2 billion in trade volume, and others have built successful algo-trading startups on top of it.
• Extensive Exchange CoverageWith 318 connectors spanning both centralized and decentralized exchanges, Hummingbot provides broad market access. Its WebSocket connector architecture is praised by market makers as the most accessible in the market, and it supports major chains like Robinhood Chain and Solana.
• Active Community and SupportHummingbot is backed by a vibrant global community and the Hummingbot Foundation, which collaborates with academic institutions like Cornell University. The project regularly releases updates, hosts hackathons with prize pools, and offers extensive documentation and a Discord community for support.

• Complex Setup for Non-DevelopersHummingbot is a Python framework, so running it effectively requires programming knowledge. While the CLI client and AI Harness (Condor) are available, non-developers may face a steep learning curve to configure and maintain custom strategies.
• No Guaranteed ProfitabilityWhile some users report profitable strategies, Hummingbot does not guarantee profits. Market making and algorithmic trading involve significant risk, and outcomes depend on market conditions, strategy design, and execution. Always backtest and use risk management.
• Dependence on Exchange and Network ReliabilityHummingbot's performance relies on the uptime and API stability of connected exchanges and blockchain networks. Gateway middleware helps with DEX transactions, but network congestion, exchange outages, or API changes can disrupt trading operations.
• Version and Compatibility ConsiderationsThe framework evolves with frequent releases (e.g., v2.16.0), and new features like the `hbot` CLI are introduced. Users must stay updated to maintain compatibility with connectors and strategies, and some older strategies may require adjustments after major updates.

Market Making on Any CEX or DEX

Hummingbot is an open source Python framework that helps you run agentic trading strategies on any centralized or decentralized exchange. With 318 connectors, you can deploy market-making bots across a wide range of platforms, as demonstrated by users who have generated billions in trade volume.

Custom Algorithmic Strategy Development

The framework includes a robust trading engine with numerous strategy frameworks and a vibrant global community of developers. Users can modify the open source code to build bespoke strategies, as seen in Botcamp student projects like a TradingView Webhook Strategy, a Memecoin Algorithmic Trading Strategy, and a Binance Futures Liquidation Sniper.

DEX and Blockchain Integration via Gateway

Hummingbot's Gateway middleware helps clients connect to DEXs and land transactions on various blockchain networks. This enables strategies on decentralized exchanges, such as the Solana DEX Dynamic Rebalancing Strategy showcased by Botcamp students, expanding trading beyond centralized venues.

Academic Research and Data Collection

Hummingbot Foundation collaborates with leading academic institutions like Cornell University, supporting them in using the open source framework for data collection and research. This makes it a valuable tool for studying market microstructure, liquidity, and algorithmic trading behavior.

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