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Business Intelligence · head to head

Lightdash vs Looker

Lightdash logo

Lightdash

Business Intelligence

Open-source BI for dbt users

From
Free
Rated
-
Full reviewWebsite
Looker logo

Looker

Spreadsheet & Data

Modern business intelligence platform by Google

From
On request
Rated
-
Full reviewWebsite

The short version

  • Only Lightdash has a free tier, so it costs nothing to try first.
  • Each has a real cost: Lightdash requires existing dbt infrastructure, not suitable for teams without data models; Looker requires annual commitment with no month-to-month billing option
  • They diverge on capability: Lightdash covers dbt Integration, Looker covers LookML Data Modeling.

Where they differ

Only the attributes on which Lightdash and Looker actually diverge.

Attributes where Lightdash and Looker differ
AttributeLightdashLooker
Starting priceFreeOn request
Free tierYesNo
PlatformsWeb, Cloud (managed), Self-hosted (on-premise)Web, Cloud (Google Cloud Platform)
CategoryBusiness IntelligenceSpreadsheet & Data
Founded20212008

Identical on both: pricing model (Unknown), user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Lightdash

  • dbt Integration
  • Metrics Layer
  • Dashboards
  • Scheduling
  • dbt
  • Databricks
  • Self-hosted support
  • Cloud support

Only in Looker

  • LookML Data Modeling
  • Embedded Analytics
  • API Access
  • Data Actions
  • MySQL
  • Salesforce
  • Mobile support
  • Api support

Both cover

  • Version Control
  • BigQuery
  • Snowflake
  • Redshift
  • PostgreSQL
  • Web support

What people use each for

The jobs each tool is most often brought in to do.

Lightdash

  • Self-service analyticsnot Looker
  • Data explorationnot Looker
  • Ad-hoc reportingnot Looker
  • Collaborative analysisnot Looker
  • Embedded analyticsnot Looker

Looker

  • Business intelligence and interactive dashboards for data-driven decision makingnot Lightdash
  • Embedded analytics for integrating BI capabilities into third-party applicationsnot Lightdash

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Lightdash

  • Requires existing dbt infrastructure, not suitable for teams without data models
  • Enterprise features and AI agents unavailable in open-source MIT-licensed core

Looker

  • Requires annual commitment with no month-to-month billing option
  • Conversational analytics will incur token overage charges ($3.00 per 1M input tokens, $20.00 per 1M output tokens) after October 1, 2026

Pricing, plan by plan

Lightdash

Free
  • Open SourceFree
    • MIT-licensed core
    • Self-hostable
    • dbt integration
  • Cloud Managed$undefined/mo
    • Managed hosting
    • Premium features
    • AI agent capabilities

Looker

On request

No published plan breakdown. See the Looker review.

Which should you pick?

Choose Lightdash if

  • You need dbt integration.
  • You want to start without paying.
  • You work on Web, Cloud (managed), Self-hosted (on-premise).
  • You also want metrics layer.
Lightdash review

Choose Looker if

  • You need lookml data modeling.
  • You work on Web, Cloud (Google Cloud Platform).
  • You also want embedded analytics.
Looker review

Questions people ask

Is Lightdash or Looker better?
Neither clearly leads. Lightdash starts at Free and Looker at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Lightdash or Looker?
Lightdash has a free tier; the other does not. Paid plans start at Free for Lightdash and On request for Looker.
Does Lightdash or Looker run on more platforms?
Lightdash runs on Web, Cloud (managed), Self-hosted (on-premise). Looker runs on Web, Cloud (Google Cloud Platform).
Can I use Lightdash for free?
Yes. Lightdash has a free tier, so you can try it without paying. Looker starts at On request.
What is Lightdash best used for?
Lightdash is most often used for self-service analytics, data exploration, ad-hoc reporting, collaborative analysis. Of those, self-service analytics and data exploration are not what Looker is typically brought in for.
What can Lightdash do that Looker cannot?
Lightdash covers dbt Integration, Metrics Layer, Dashboards, Scheduling. Looker covers LookML Data Modeling, Embedded Analytics, API Access, Data Actions. Both handle Version Control, BigQuery, Snowflake, Redshift.

Answered from the vendors’ own pages

Lightdash: Is Lightdash free?

Yes. Lightdash is free and open source under the MIT license. Self-hosting is completely free. Managed cloud services and enterprise features require separate licensing.

Source
Lightdash: How does Lightdash integrate with dbt?

Lightdash reads dbt models and metric definitions directly. A team defines metrics once in dbt and reuses them across dashboards, exploration, and AI agents without redefinition.

Source
Lightdash: Does Lightdash support SQL queries?

Yes. As a modern BI platform for analysts, Lightdash supports full SQL capabilities alongside dbt model exploration and visual query builders.

Source
Lightdash: What are Lightdash AI agents?

Lightdash AI agents, available on paid plans, allow natural language queries against your data, generating SQL and visualizations automatically from questions.

Source
Lightdash: Can Lightdash be self-hosted?

Yes. Lightdash's MIT-licensed core is completely self-hostable and free. Enterprise features and AI agents ship under separate licensing.

Source
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Related pages

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