Ross ROSS = Recommend OSS · open-source software intelligence for agents

Hummingbot

Open source software that helps you create and deploy high-frequency crypto trading bots observed · 2026-10-17

github.com/hummingbot/hummingbot · homepage · Python · Apache-2.0 (permissive) observed · 2026-10-17

Health v2 · maintenance only

94/100

  • Activity 99
  • Release rhythm 84
  • Longevity 100
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

  • gap_med: 42
  • age_days: 2758
  • days_rel: 28
  • days_push: 6
  • n_releases_24m: 18

Full methodology

Adoption not part of the score

20490 stars · 5008 forks observed · 2026-10-17

What it is AI-extracted, prompt v1, taxonomy v1, 2026-10-19, confidence 0.97

Hummingbot is an open‑source Python framework for building and deploying automated crypto trading bots. It provides a CLI, API server, and AI harness (Condor) to run market‑making, arbitrage, and custom strategies on many exchanges.

Use cases

  • run a market‑making bot on Binance or other crypto exchanges
  • deploy an arbitrage strategy across multiple CEX and DEX venues
  • backtest a custom algorithmic trading strategy before live deployment
  • use AI agents to automatically generate and execute trading decisions
  • manage a fleet of trading bots with a centralized API

When to choose

  • you need a modular, extensible framework for crypto algorithmic trading
  • you want both CLI and API access for automation and scripting
  • you plan to integrate LLM‑based agents for strategy reasoning
  • you require support for both centralized and decentralized exchanges

When to avoid

  • you are looking for a low‑latency, ultra‑optimized C++ trading engine
  • your use case is non‑crypto or requires compliance‑focused trading infrastructure
  • you need a fully managed SaaS solution with no self‑hosting

Facets

framework · maturity active

api-framework cli agent-framework trading artificial-intelligence data-science windows python high-frequency-trading market-making arbitrage crypto hft backtesting llm-integration agentic-trading finance linux macos docker

10 sources

Member repositories

For agents

markdown · JSON · MCP: product_card(name="hummingbot/hummingbot")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem