# hummingbot/hummingbot

Open source software that helps you create and deploy high-frequency crypto trading bots

Repository: https://github.com/hummingbot/hummingbot
Canonical: https://ross.abutalabs.com/products/hummingbot
Homepage: https://hummingbot.org
Language: Python
License: Apache-2.0
License Family: permissive
Topics: arbitrage, crypto, trading, python, algotrading, hft, backtesting, orderbook, market-making, ai-agents, binance, bitcoin, cryptocurrency, defi, ethereum, hyperliquid, quantitative-finance, solana, trading-stategy
Last push: 2026-08-26T22:38:21+00:00

## Health v2 (maintenance only)
Score: 94/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 99, release rhythm 83, longevity 100
- inputs: {"age_days": 2710, "days_push": 7, "days_rel": 35, "gap_med": 41.0, "n_releases_24m": 17}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 19623, forks 4872 (observed 2026-08-28T04:11:29.009974+00:00)

## What it is
Hummingbot is an open-source Python framework for building, deploying, and running automated crypto trading bots across 300+ centralized and decentralized exchanges. It includes exchange connectors, strategy frameworks (scripts and controllers), backtesting, an API server, and the Condor AI harness for LLM-powered agentic trading.

## Use cases
- run a market-making bot on Binance or Uniswap
- build an arbitrage strategy across multiple exchanges
- backtest a crypto trading strategy before going live
- deploy LLM-powered trading agents that reason about markets
- manage a fleet of trading bots via API or Telegram
- trade on DEXs like Uniswap, Jupiter, and Raydium from one client
- automate grid trading and liquidity provision

## When to choose
- you need a mature, community-maintained framework with connectors to hundreds of CEXs and DEXs
- you want to combine AI/LLM decision-making with deterministic trade execution
- you need both spot and perpetual trading with backtesting and paper trading support
- you want scriptable, non-interactive bot control via CLI or REST API

## When to avoid
- you trade traditional equities or forex rather than crypto
- you need a simple one-click bot with no configuration or coding
- you are unwilling to run infrastructure (Docker, VPS) or manage API keys for live trading

## Facets
- artifact type: framework
- maturity: active
- function: trading, agent-framework, cli, sdk, workflow-automation
- domain: fintech, artificial-intelligence, developer-tools
- platform: python, cross-platform, cli, self-hosted
- tags: crypto-trading, market-making, algorithmic-trading, high-frequency-trading, arbitrage, backtesting, cex, dex, trading-bots, llm-agents, binance, ethereum, solana, hyperliquid, cryptocurrency, ai-agents, automation, docker

## Member repositories
- hummingbot/hummingbot (main) score 94

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:11:29.009974+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T16:59:54.000366+00:00, confidence not recorded.
  - readme: https://github.com/hummingbot/hummingbot (fetched 2026-08-28T04:11:29.009974+00:00, sha 28a926ed084c)
  - homepage: https://hummingbot.org (fetched 2026-08-29T07:58:27.282931+00:00, sha 02c545a2cadb)
  - site_page: https://hummingbot.org/docs (fetched 2026-08-29T07:58:27.292385+00:00, sha 9be8e4a2807d)
  - site_page: https://hummingbot.org/about (fetched 2026-08-29T07:58:27.296102+00:00, sha bf6fdc63225d)
  - site_page: https://hummingbot.org/installation/hummingbot-client (fetched 2026-08-29T07:58:27.299599+00:00, sha 6bd56590ed31)
  - registry_pypi: https://pypi.org/pypi/hummingbot/json (fetched 2026-08-29T07:58:27.311621+00:00, sha 758ce92f9037)
  - site_page: https://hummingbot.org/release-notes (fetched 2026-08-29T07:58:27.294437+00:00, sha ffaca3a4d579)
  - site_page: https://condor.hummingbot.org/ (fetched 2026-08-29T07:58:27.297747+00:00, sha f0ef579155a0)
  - site_page: https://hummingbot.org/condor (fetched 2026-08-29T07:58:27.304527+00:00, sha e8484606e0c0)
  - site_page: https://hummingbot.org/client (fetched 2026-08-29T07:58:27.307332+00:00, sha 188b58cb439a)
- Data as of 2026-08-30T08:39:29.467469+00:00.