Hummingbot
by Hummingbot · Open source Python framework for crypto market making on CEXs and DEXs
BenchRank score
Screenshots of Hummingbot
Homepage
Overview
Hummingbot is an open source Python framework for running agentic trading strategies on centralised and decentralised crypto exchanges. It spans several Apache 2.0 repositories: the Hummingbot Client trading engine and its connectors, an API server for executing trades and deploying instances, a Gateway for DEX connections, and Condor, an AI harness for agentic strategies.
- Best for
- Crypto market makers and algo traders running automated strategies across CEXs and DEXs
- Pricing
- No prices are shown on the captured page; the code is open source under the Apache 2.0 licence and no paid plans are listed.
- Runs on
- CLI
Strengths and trade-offs
Strengths
- All repositories open sourced under the Apache 2.0 licence
- 318 connectors spanning centralised and decentralised venues
- Separate client, API server, Gateway and Condor AI harness
- Releases roughly every two months, with a public Discord
Trade-offs
- Python framework for developers; no hosted or no-code option is shown
- You install and run the client or harness on your own infrastructure
- Volume and instance counts are self-reported by Hummingbot instances
- Homepage shows no pricing, support terms or commercial offering
How Hummingbot markets itself
A structured read of the promise, proof and page design on Hummingbot’s captured homepage.
Homepage capture
“The open source, community-owned framework for crypto market makers”
- Angle: Open source / ownership
- Hero: Typography only
Pricing
Published plans and prices from Hummingbot’s own pricing page.
How this score is made up
Each dimension is scored out of 100 and combined into the headline score using fixed weights.
MCP support
Whether an agent can drive the product through the Model Context Protocol, and how much setup that takes.
API quality
Public API surface: machine-readable spec, official SDKs, documented auth, errors, rate limits and versioning.
Documentation
Publicly reachable docs — coverage, freshness, code samples and machine readability.
Agent friendliness
How readable the site is to an automated client: llms.txt, structured data, server-rendered content, crawler access.
Changelog
A public, dated record of what shipped and when — the clearest signal that a product is still alive.
Marketing site structure
Whether the site answers a buyer's questions: clear positioning, the pages that matter, and accessibility.
Page speed
How fast the site loads for real visitors: Chrome UX Report 75th-percentile LCP, INP and CLS, with a Lighthouse mobile run standing in where a site has too little traffic for field data.
Operational trust
Status page and incident history, security disclosure, compliance and data-processing documentation.
Measured, but not part of the score
Useful to know, but not a mark for or against the product — so these do not affect the ranking.
Openness
Source availability, self-hosting, data export and open standards. Scored and shown, but not part of the composite — paid SaaS is not worse for being paid SaaS.
Maintenance
Release cadence and repository activity. Scored and shown, but not part of the composite — it is only measurable for open repositories.
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Where this comes from
The Hummingbot pages BenchRank reads when it scores the product — its documentation, release notes, status and security pages, and its repository where there is one.
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