7 Best hummingbot Alternatives in 2026 (Open Source)
hummingbot — Open source software that helps you create and deploy high-frequency crypto trading bots. Open-source framework specifically designed for building and deploying automated crypto trading bots with AI-powered decision-making capabilities.
Short answer
- Closest match to hummingbot: Vibe-Trading.
- Most actively developed: Vibe-Trading (2,292 commits in the last 90 days).
- Fastest growing: TradingAgents (+10,548 GitHub stars in the last 30 days).
- No commit in 6+ months: Agentflow, BondAI and AgentPilot.
These 7 open-source tools do the same job. They are ordered by how closely they match hummingbot, with live GitHub data so you can see which projects are actively maintained.
By package downloads Vibe-Trading is the most used here (6.5K in the last 30 days), even though TradingAgents has the most GitHub stars. See all agent tools by downloads.
| Tool | GitHub stars | Stars / 30d | Last commit | Downloads / 30d |
|---|---|---|---|---|
| hummingbot(original) | 20.3k | +140 | 2026-09-22 | — |
| Vibe-Trading | 34.5k | +910 | 2026-10-03 | 6.5K |
| TradingAgents | 109.6k | +10,548 | 2026-09-29 | — |
| QuantDinger | 12.4k | +520 | 2026-10-01 | — |
| A股全栈数据工具包 | 10.5k | +440 | 2026-09-25 | — |
| Agentflow | 321 | 0 | 2023-08-11 | — |
| BondAI | 226 | +1 | 2024-01-14 | — |
| AgentPilot | 569 | +5 | 2025-05-15 | 17 |
1. Vibe-Trading
"Vibe-Trading: Your Personal Trading Agent"
What sets it apart: Open-source framework specifically designed for building and running AI-powered trading agents with comprehensive tooling and observability.
Best for: developers building trading agents; quantitative trading research; algorithmic trading experimentation
2. TradingAgents
TradingAgents: Multi-Agents LLM Financial Trading Framework
What sets it apart: Unlike general agent frameworks (CrewAI, AutoGen), TradingAgents is the only open-source framework that replicates a complete trading firm structure with specialized analyst teams, bull/bear researcher debates, and risk management approval workflows — purpose-built for financial market analysis.
Best for: Financial researchers exploring LLM-powered multi-agent trading analysis; Quantitative analysts wanting to augment traditional analysis with AI agent debate systems
3. QuantDinger
Open-source, self-hosted AI trading platform for Python strategies, backtesting, and paper or live trading
What sets it apart: It is a local-first, open-source trading OS that keeps strategy code, data, and credentials under the operator's control while providing full agent development and execution workflows.
Best for: Independent traders and Python strategy authors; Small teams building automated trading systems; Developers launching a trading SaaS platform
4. A股全栈数据工具包
Self-contained A-share market data toolkit for AI coding assistants, integrating 34 sources across 15 layers
What sets it apart: Consolidates dispersed A-share data from 34 sources into a single, AI-agent-ready toolkit with fallback sources.
Best for: AI agents requiring real-time and historical A-share market data; Developers building financial analysis or trading agents; Projects needing integrated access to Chinese stock, futures, and macro data
5. Agentflow
Complex LLM Workflows from Simple JSON.
What sets it apart: vs AutoGPT / LangChain agents: deterministic step-by-step workflow execution from JSON definitions — balanced between chat flexibility and autonomous agent unpredictability, with custom function support
Best for: Developers wanting structured, repeatable LLM workflows vs. freeform chat; Multi-step content generation pipelines (e.g., market research → analysis → report); Teams needing predictable LLM execution with human-readable workflow definitions
6. BondAI
Open-source framework for building single- and multi-agent AI systems
What sets it apart: vs LangChain agents: extensive pre-built tool ecosystem (search, email, trading, phone calls, databases) with minimal setup — CLI access makes agent interaction accessible without coding
Best for: Multi-agent research automation with diverse tool integration; Document generation combining web scraping and analysis; Task automation across multiple data sources and services
7. AgentPilot
A versatile workflow automation platform to create, organize, and execute AI workflows, from a single LLM to complex AI-driven workflows.
What sets it apart: vs ChatGPT/Claude desktop: local multi-agent workflow builder with graph-based design, 20+ LLM providers via LiteLLM, branching chats, and built-in multi-language code interpreter
Best for: Power users building complex multi-agent workflows on desktop; Developers wanting visual graph-based agent orchestration with code execution
FAQ
- What are the best alternatives to hummingbot?
- The closest open-source alternatives to hummingbot are Vibe-Trading, TradingAgents and QuantDinger, followed by A股全栈数据工具包, Agentflow and BondAI. They are ranked by how closely they match what hummingbot does.
- Which hummingbot alternative is the most popular?
- TradingAgents has the most GitHub stars among hummingbot alternatives, with 109,573 stars.
- Which hummingbot alternative is the most actively maintained?
- By recent activity, Vibe-Trading (2,292 commits in the last 90 days) is the most actively developed alternative.
Maintain hummingbot or one of these alternatives?
Each tool page has a maintainer box: a README badge with your live rank and stars, or a homepage feature for $49 / 7 days.
hummingbot · Vibe-Trading · TradingAgents · QuantDinger · A股全栈数据工具包 · Agentflow