Skip to content
Stork.AIstork.ai
AI Tool

Hummingbot Review

Hummingbot is an open-source Python framework for building and deploying agentic trading strategies, primarily for crypto market making across centralized and decentralized exchanges.

shipped Aug 23, 2026free
Domain rating55Monthly visits816/mo

Why it matters

1Open-source Python framework with an Apache 2.0 license.
2Supports 318 exchange connectors for diverse trading operations.
3Over 111,000 Hummingbot instances deployed, generating more than $47 billion in total trade volume.
4Version 2.0, released in April 2026, introduced the Hummingbot Dashboard for enhanced usability.

Specs

GitHub

View Repository →

API Available

Yes, public API

overview

What is Hummingbot?

Hummingbot is an open-source Python framework developed by the Hummingbot Foundation that enables advanced traders, developers, and institutions to build and deploy agentic trading strategies. It supports operations across various centralized and decentralized cryptocurrency exchanges, providing a customizable environment for complex algorithmic trading, including market making and arbitrage.

features

Key Features of Hummingbot

Hummingbot provides a robust set of features for developing and deploying automated trading strategies, leveraging its open-source Python framework and extensive connector architecture.

  • Open-source Python framework for custom strategy development.
  • Pre-built connectors to 318 centralized and decentralized exchanges.
  • Condor: An AI Harness for building and running agentic strategies and bot instances using Large Language Models (LLMs).
  • Hummingbot Client: A robust trading engine with core connectors and strategy frameworks.
  • Gateway: Middleware for decentralized exchange (DEX) connections and blockchain transactions.
  • Hummingbot API: A comprehensive API server for executing trades, fetching market data, and deploying bot instances.
  • V2 Strategies Framework: Modular components (Executors and Scripts) for dynamic and scalable strategy building.
  • Backtesting functionality for simulating strategy performance with historical data.
  • Dashboard: A visual interface for strategy configuration, performance monitoring, and bot management (introduced in v2.0).

use cases

Who Should Use Hummingbot?

Hummingbot is designed for users requiring granular control over their algorithmic trading operations, particularly in cryptocurrency markets. Its technical nature caters to specific audiences.

  • Advanced Traders: Individuals seeking to automate complex market-making, arbitrage, and execution strategies across multiple crypto exchanges.
  • Developers: Programmers who want to build custom trading bots using a flexible Python framework and integrate with various exchange APIs.
  • Quantitative Teams: Institutions and professional trading firms looking to deploy bespoke algorithmic strategies and manage liquidity provision.
  • Liquidity Providers: Entities aiming to programmatically provide liquidity to cryptocurrency markets and profit from bid-ask spreads.
  • Researchers: Individuals exploring new trading models and requiring a platform for testing and deploying experimental strategies.

how to use

How to Use Hummingbot

Hummingbot is typically run locally or on a server, connecting directly to exchanges via API keys. The process involves setting up the environment, configuring strategies, and monitoring bot performance.

  • 1Install Hummingbot: Download and install the Hummingbot client, often via Docker for simplified setup.
  • 2Configure Exchange Connectors: Set up API keys and secrets for desired centralized or decentralized exchanges within the Hummingbot client.
  • 3Select or Develop a Strategy: Choose from pre-built strategies (e.g., pure market making, arbitrage) or develop a custom strategy using Python.
  • 4Configure Strategy Parameters: Adjust parameters such as order sizes, spreads, inventory targets, and execution rules.
  • 5Run the Bot: Start the configured trading bot, which will execute orders based on the defined strategy.
  • 6Monitor Performance: Utilize the command-line interface or the Hummingbot Dashboard (v2.0+) to monitor bot activity, order execution, and profitability.

pricing

Hummingbot Pricing & Plans

Hummingbot operates on an open-source model, making its core framework and client freely available for use. There are no direct subscription fees for the software itself.

  • Hummingbot: free

Pros

  • +Open-source and community-owned, allowing for full code transparency and modification.
  • +Extensive support for 318 exchange connectors, covering both centralized and decentralized venues.
  • +High degree of customization for building complex market-making, arbitrage, and other algorithmic strategies.
  • +Integration with Large Language Models (LLMs) via Condor for natural language trading capabilities.
  • +Active and large open-source community (19.6k GitHub stars, 4.9k forks) contributing to development and support.
  • +Robust framework for institutional clients and advanced traders requiring granular control over trading operations.

Cons

  • −Steep learning curve requiring technical expertise in Python, Docker, APIs, and command-line interfaces.
  • −Not suitable for casual traders seeking simple, plug-and-play automation.
  • −Requires local or server-based deployment and ongoing maintenance by the user.
  • −Lack of a simple, hosted solution for users who prefer minimal setup and management.
  • −The extensive flexibility can lead to complex configurations and potential for user error without proper understanding.

Similar Tools

Hummingbot vs Competitors

Hummingbot occupies a distinct position in the algorithmic trading landscape, emphasizing open-source flexibility and deep customization for crypto market making, differentiating it from other frameworks.

1
JesseOn Stork

It is an open-source Python framework specifically designed for strategy research and backtesting with a focus on accuracy and a clear framework for strategy definition.

Jesse offers highly accurate backtesting and a strong framework for strategy development, but it requires more hands-on coding for deployment compared to Hummingbot's more out-of-the-box market-making capabilities.

2
OctoBotOn Stork

It is a flexible and easy-to-use trading bot offering various free strategies, including AI-based, smart DCA, and GRID strategies, with a modular architecture.

OctoBot provides a more user-friendly experience with pre-built strategies and a modular design, making it potentially easier to start for less technical users, but it may not offer the same depth of high-frequency market-making customization as Hummingbot.

3
Passivbot↗

It is an open-source bot specifically designed for hands-off grid and DCA automation, particularly for perpetual futures trading.

Passivbot specializes in grid and DCA strategies for perpetual futures, which is a different focus from Hummingbot's strength in market making and arbitrage strategies.

See every Hummingbot alternative, compared→

More on Stork

Related AI Tools

Other tools in this category, matched by shared tags

Bid to UpNanoImageSaySorry.inNerdy — Workout Tracker (No LLM)Marketplace OperationsAfterMeeting
Visit Hummingbot↗
Connect
𝕏
X / Twittertwitter.com/_hummingbot
⌘
GitHubgithub.com/hummingbot/hummingbot
in
LinkedInwww.linkedin.com/in/jason-tomlinson-88b0b78/
💬
Discorddiscord.gg/hummingbot