Elementary
by Elementary Data · Data observability, quality and lineage for dbt pipelines
BenchRank score
Screenshots of Elementary
Homepage
Overview
Elementary is a control plane for data reliability that combines observability, quality, governance and discovery. A dbt package writes logs, test results and metadata to a schema in your warehouse, which Elementary Cloud reads to produce automated monitors, anomaly detection, column-level lineage, health scores and incident alerts. An MCP server exposes the same context to AI tools.
- Best for
- Data teams running dbt who need data quality monitoring, lineage and cataloguing in one place
- Pricing
- No prices are shown: the Scale, Enterprise and Unlimited plans all say 'Talk to us', alongside a 30-day free trial and a self-hosted open-source version.
- Runs on
- WebSelf-hosted
Strengths and trade-offs
Strengths
- dbt package integrates tests and artifacts with the warehouse
- Cloud reads only a metadata schema, not raw data
- Column-level lineage from ingestion through to BI
- Self-hosted open-source version available
Trade-offs
- No prices published; every plan requires a sales call
- Table limits of 1K-3K per plan, charged per extra 1K
- SSO and RBAC only from the Enterprise plan upwards
- AI agents are an add-on with separate credit-based pricing
Pricing
Published plans and prices from Elementary’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 Elementary 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?
Claim Elementary Data to manage its profile. Claiming lets you suggest edits to the descriptive fields — it never changes scores or rankings.