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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
-
Looker logo

Looker

Spreadsheets

Modern business intelligence platform by Google

From
On request
Rated
-

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 no pricing published on website; quote-based model requires contacting Google Cloud sales
  • They diverge on capability: Lightdash covers dbt Integration, Looker covers LookML Data Modeling.
  • Prices and features above were last checked on 30 August 2026.

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 IntelligenceSpreadsheets
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

  • No pricing published on website; quote-based model requires contacting Google Cloud sales
  • Pricing typically based on user count, deployment type, and feature requirements with no transparency

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.

Choose Looker if

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

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
Looker: How much does Looker cost?

Looker does not publish pricing on its website. The platform uses a custom quote model where organizations contact Google Cloud sales for personalized pricing. Pricing is typically based on factors including user count, deployment type (cloud-hosted versus self-hosted), and required feature set.

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
Looker: What are Looker's pricing tiers?

Looker offers subscription-based tiers typically including Standard with core BI capabilities, Advanced with enhanced features and integrations, and Premium with enterprise-grade features. Specific pricing and feature distinctions require contacting Google Cloud sales.

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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