OpenBB
by OpenBB · Financial workspace where teams bring their own data, workflows and AI agents
BenchRank score
Screenshots of OpenBB
Homepage
Overview
OpenBB Workspace pulls data from vendors, internal databases, models and files into interactive dashboards that analysts and AI agents use together. Any analysis can be turned into a dashboard a team member runs without Python, and agents get the same governed data, tools and interface. Community is cloud-hosted; Lite and Pro deploy on-premises or in a VPC.
- Best for
- Investment teams that want a self-hosted workspace joining their data, dashboards and AI agents
- Pricing
- Community Edition is free for individuals; Lite is a $2,400/year team licence (advertised at $1,200/year with 50% off until 31 Aug), the Snowflake edition is $500/year/seat, and Pro is custom-quoted.
- Runs on
- WebSelf-hostedCLI
Strengths and trade-offs
Strengths
- Connects vendor, database, internal model and file data sources
- Self-hosted on-premises or VPC options; SOC 2 Type II
- Free Community Edition for individuals, no sales call
- Dashboards analysts can run without Python, agents included
Trade-offs
- Lite has no OpenBB Copilot and no Excel add-in; both need Pro
- Community lacks sharing, RBAC, export, and sends usage analytics to OpenBB
- Paid tiers are annual team licences, so no low-commitment monthly entry
- Pro pricing is quote-only, so budgeting needs a sales conversation
How OpenBB markets itself
A structured read of the promise, proof and page design on OpenBB’s captured homepage.
Homepage capture
“Build your own financial workspace”
- Angle: Open source / ownership
- Hero: Background video
Pricing
Published plans and prices from OpenBB’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.
Pricing transparency
Whether real prices are published, self-serve signup exists, and usage costs are knowable without a sales call.
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 OpenBB 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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Is this your product?
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