Data

Cube

The universal semantic layer for building data applications

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★4.6ratingPricing · FreemiumHot
The FalcoScan Intel PanelCube · Data
Data updated 2 November 2026
Opportunity
High
Band
Saturation
Contested
Band
Wrapper risk
Low
Band
Momentum
Hot
Market trend
Rating
4.6
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 Cube does

Cube provides a metrics layer that sits between data warehouses and applications — ensuring consistent KPIs across all your BI tools, APIs, and AI queries.

How Cube compares with its closest alternatives

4 of the 5 closest alternatives have a free plan, as Cube does. All 5 offer an API, as Cube does. Cube offers a web app. Of the alternatives, all 5 offer a web app. Cube was founded in 2019; the alternatives were founded between 2016 and 2022, 2 of them earlier. Cube is based in San Francisco, United States; 2 of the 4 alternatives with a known headquarters are in the United States too, and the others in Canada and the United Kingdom.

Market position · Data

How Cube compares in Data

Cube 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 Cube's own market position as contested. 128 of the 405 operating Data tools have hot momentum, and FalcoScan has recorded 8 shutdowns in the category.

Cube compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
CubeFounded 2019 · San Francisco, United StatesHighContestedFreemium—YesYesWeb, APIHot
dbt Semantic LayerFounded 2018 · Philadelphia, United StatesModerateOpenFreemium—YesYesWeb, APIHot
EvidenceFounded 2021 · Toronto, CanadaModerateOpenFree—YesYesWeb, DesktopHot
LightdashFounded 2021 · London, United KingdomModerateContestedFreemium—YesYesWeb, DesktopHot
Omni AnalyticsFounded 2022 · San Francisco, United StatesModerateContestedPaid—NoYesWebHot
dbt CloudFounded 2016HighOpenFreemium—YesYesWebHot

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 Cube exposes to builders and the verticals it currently serves.

AI Capabilities
Sql GenerationMetrics Definition
Industry Verticals
Technology
Tagged

Cube shows up when builders search for these

semantic-layermetricsapiheadless-bicaching
Similar tools · Data

Alternatives to Cube

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

See the Data market
Data
dbt Semantic Layer

Define metrics once, use everywhere

★ 4.5Opportunity Moderate
Freemium
Data
Evidence

Code-based BI for developers with full control

★ 4.6Opportunity Moderate
Free
Data
Lightdash

Open-source BI built on dbt for analytics engineers

★ 4.6Opportunity Moderate
Freemium
Data
Omni Analytics

Modern BI with shared semantic model and AI SQL generation

★ 4.6Opportunity Moderate
Paid
Data
dbt Cloud

The data transformation layer for modern analytics stacks

★ 4.7Opportunity High
Freemium
Data
dbt Semantic Layer

Define metrics once, query everywhere

★ 4.5Opportunity High
Freemium
Featured in
Questions

Cube: common questions

Is Cube free?

Cube has a free tier, with paid plans.

What are the best alternatives to Cube?

The closest alternatives to Cube that are still running, matched on the AI capabilities, uses and audience they share, are dbt Semantic Layer, Evidence, Lightdash, Omni Analytics, and dbt Cloud.

Is Cube still running?

Yes. As of 2 November 2026, FalcoScan lists Cube as operating at cube.dev.

Where is Cube based?

Cube is headquartered in San Francisco, United States.

Does Cube have an API?

Yes. Cube offers an API.

Who is Cube for?

Cube is built for developers, analytics engineers, and data teams.

How do I sign in to Cube?

Sign in on Cube's own website, cube.dev. FalcoScan reviews Cube but does not run its accounts, so logins, passwords and billing are handled by Cube directly.

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