Hummingbot

Hummingbot is an open-source, Apache 2.0-licensed Python framework that lets individual traders and professional market makers build, backtest, and run automated trading strategies across both centralized exchanges (CEXs) and decentralized exchanges (DEXs). The project launched in 2019 and is now maintained by the Hummingbot Foundation, a not-for-profit entity based in the Cayman Islands whose stated mission is to democratize high-frequency trading through community governance of the codebase.

How It Works

Hummingbot's architecture is built around three main components.

Hummingbot Client is the core trading engine. Written in Python, it connects to exchange APIs and blockchain networks, executes orders, and runs user-defined strategies. Strategies are authored either as lightweight Scripts — Python classes with an on_tick method that fires on each clock interval — or as more advanced Controllers that use reusable Executor components and support backtesting via the Quants Lab toolkit.

Gateway is middleware that translates Hummingbot's standardized trading commands into DEX-specific on-chain transactions. It handles wallet management, swap routing, and AMM interactions, allowing the same strategy code to operate across chains without rewriting connector logic for each protocol.

Condor, launched in April 2026, is an open-source AI harness layered on top of the client. It connects language models to Hummingbot, letting traders describe strategies in natural language and deploy autonomous agents that monitor markets and execute orders. Condor uses on-chain data feeds — including GeckoTerminal for live pool prices and swap activity — as inputs for agent decision-making, and runs on more than 50 connected exchanges.

Together these layers give users a pipeline from strategy conception through backtesting to live deployment across more than 300 exchange and protocol connectors.

Solana Ecosystem Integration

Hummingbot connects to several Solana DEXs via its Gateway middleware:

• Orca — Added in v2.11 (late 2025) through the Foundation's community bounty program. Supports token swaps and concentrated liquidity position management using Hummingbot's standardized DEX endpoints.
• Raydium — AMM connector supporting liquidity provision and directional trading on Raydium pools.
• Jupiter — Aggregator connector enabling best-price swap routing across Solana liquidity sources.
• Meteora — Dynamic liquidity pool connector for Solana.

In August 2026, the Foundation ran an Agent Builders Cup workshop series specifically targeting Orca, using Condor to let participants build AI-driven market-making agents on Solana using GeckoTerminal pool data as live signals. The competition offered a $20,000 prize pool, demonstrating active investment in Solana DEX coverage.

Strategy Types

Hummingbot ships with a library of strategy templates and controller components:

• Market making — Pure market making, cross-exchange market making, and AMM liquidity provision on DEXs.
• Arbitrage — Spot arbitrage between CEX pairs and cross-exchange arbitrage between CEX and DEX prices.
• Directional — Grid trading, liquidation sniping, and dynamic portfolio rebalancing.
• AI-driven — Agentic strategies built with Condor that adapt positions to real-time on-chain signals.

Strategies can be backtested in Quants Lab before deployment and managed at scale via the Hummingbot Dashboard, a web interface for monitoring and coordinating multiple concurrent bot instances.

HBOT Token and Governance

The HBOT token is a governance-only instrument. It grants holders the right to vote on changes to the Hummingbot codebase and Foundation policies but has no financial utility such as fee discounts or revenue sharing. Three governance tiers exist:

• Pull Request Proposals — Minimum 1 HBOT, 1% quorum, 7-day voting window, simple majority required.
• Improvement Proposals — Minimum 10,000 HBOT, 3% quorum, 7-day voting window, simple majority required.
• Governance Proposals — Minimum 50,000 HBOT, 10% quorum, 7-day voting window, two-thirds supermajority required.

The Foundation's stated policy is that the only legitimate way to earn HBOT is by completing paid community bounties. The team does not conduct token airdrops or initiate direct messages requesting tokens. In December 2025, the Foundation proposed simplifying the governance structure to improve accessibility for a global contributor base, and token vesting from the Foundation's initial allocation was completed around that time.

Team and Organization

The Hummingbot Foundation operates with a small full-time staff including a CFO, COO, and engineering team. The Foundation coordinates three groups of participants: exchanges that pay fees and fund bounties for connector development, developer contributors who build connectors and strategies, and traders who generate the platform's volume. Cornell University has collaborated on research partnerships with the project.

The GitHub repository has accumulated more than 19,000 stars and over 4,800 forks as of mid-2026, making it one of the most widely used open-source trading bot frameworks in crypto. The project marked seven years since its initial GitHub release in late 2025.

Scale and Foundation Partners

As of mid-2026, the platform has processed more than $47 billion in total trade volume across its user base, with more than 111,000 active Hummingbot instances running globally. Foundation partners with official connector support include Binance, OKX, Gate.io, KuCoin, Backpack, Hyperliquid, and Bitget.

The Foundation also runs Botcamp, an educational program where traders build and submit custom strategies to the community library, providing a structured path for newer users to learn algorithmic trading while contributing to the shared codebase.

Open Source Model

All Hummingbot code is released under the Apache 2.0 license, meaning anyone can run, modify, and redistribute the software without restriction or subscription fees. The Foundation's operating revenue comes from fee-sharing agreements with exchange partners, not from token sales or user fees, keeping the core software permanently free.