Data

dbt Semantic Layer

Define metrics once, query everywhere

Visit dbt Semantic Layer
★4.5ratingPricing · FreemiumHot
The FalcoScan Intel Paneldbt Semantic Layer · Data
Data updated 2 November 2026
Opportunity
High
Band
Saturation
Open
Band
Wrapper risk
Low
Band
Momentum
Hot
Market trend
Rating
4.5
of 5 · FalcoScan rating

Data AI has a wide moat on average, from the moat scores of its rated products. What protects Data AI tools, and the widest moats

The Brief

What dbt Semantic Layer does

dbt Semantic Layer is a product from dbt Labs for defining business metrics once, as version-controlled code, and serving them consistently to dashboards, applications, and AI tools. It is built for data and analytics teams that need consistent metrics, and for business users who need governed self-serve access to data. Features include centrally governed semantic models, consistent metric definitions across reports and apps, self-serve access in dashboards, agents, or dbt, query-optimized metric access, and integration with the wider dbt development lifecycle. The site offers a demo request and links to a pricing page without stating specific prices.

How dbt Semantic Layer compares with its closest alternatives

All 5 closest alternatives have a free plan, as dbt Semantic Layer does. All 5 offer an API, as dbt Semantic Layer does. dbt Semantic Layer offers a web app. Of the alternatives, 4 offer a web app. dbt Semantic Layer was founded in 2016; the alternatives were founded between 2014 and 2021, 1 of them earlier. The alternatives with a known headquarters are in the United States and the Netherlands.

Market position · Data

How dbt Semantic Layer compares in Data

dbt Semantic Layer has high opportunity and sits in the top third of 405 live Data tools on FalcoScan. Across Data, the average opportunity score is 69.2 and the average saturation score 33.3. FalcoScan rates dbt Semantic Layer's own market position as open. 128 of the 405 operating Data tools have hot momentum, and FalcoScan has recorded 8 shutdowns in the category.

dbt Semantic Layer compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
dbt Semantic LayerFounded 2016HighOpenFreemium—YesYesWeb, APIHot
Cube CloudFounded 2021 · San Francisco, United StatesHighOpenFreemium—YesYesWeb, APIHot
Grafana Metrics AIFounded 2014 · New York, United StatesHighOpenFreemium—YesYesWeb, Self-hostedHot
Cube Metrics LayerFounded 2021 · San Francisco, United StatesHighOpenFreemium—YesYesWeb, APIHot
Superset AIFounded 2017 · San Francisco, United StatesModerateContestedFreemium—YesYesWebStable
DuckDBFounded 2018 · Amsterdam, NetherlandsHighOpenFree—YesYesAPI, Desktop, CLIHot

Exact opportunity and saturation scores for all 6 of these, and where each ranks in Data.

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What it ships with

Capabilities & who uses it

The capabilities dbt Semantic Layer exposes to builders and the verticals it currently serves.

AI Capabilities
Data Extraction
Industry Verticals
SoftwareFinance
Tagged

dbt Semantic Layer shows up when builders search for these

metricssemanticbi
Similar tools · Data

Alternatives to dbt Semantic Layer

Products still running that do the same job, from the data market and related ones, closest match first.

See the Data market
Data
Cube Cloud

Semantic layer for your data

★ 4.3Opportunity High
Freemium
Data
Grafana Metrics AI

Open-source metrics and observability platform

★ 4.5Opportunity High
Freemium
Data
Cube Metrics Layer

Universal semantic layer for BI and AI

★ 4.4Opportunity High
Freemium
Data
Superset AI

AI-enhanced open-source BI

★ 4.2Opportunity Moderate
Freemium
Data
DuckDB

In-process SQL analytics engine

★ 4.7Opportunity High
Free
Data
ClickHouse Cloud

Real-time analytics database

★ 4.6Opportunity High
Freemium
Featured in
Questions

dbt Semantic Layer: common questions

Is dbt Semantic Layer free?

dbt Semantic Layer has a free tier, with paid plans.

What are the best alternatives to dbt Semantic Layer?

The closest alternatives to dbt Semantic Layer that are still running, matched on the AI capabilities, uses and audience they share, are Cube Cloud, Grafana Metrics AI, Cube Metrics Layer, Superset AI, and DuckDB.

Is dbt Semantic Layer still running?

Yes. As of 2 November 2026, FalcoScan lists dbt Semantic Layer as operating at getdbt.com.

Does dbt Semantic Layer have an API?

Yes. dbt Semantic Layer offers an API.

Who is dbt Semantic Layer for?

dbt Semantic Layer is built for data teams and developers.

How do I sign in to dbt Semantic Layer?

Sign in on dbt Semantic Layer's own website, getdbt.com. FalcoScan reviews dbt Semantic Layer but does not run its accounts, so logins, passwords and billing are handled by dbt Semantic Layer directly.

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