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Business Intelligence · head to head

Lightdash vs NocoDB

Lightdash logo

Lightdash

Business Intelligence

Open-source BI for dbt users

From
Free
Rated
-
Full reviewWebsite
NocoDB logo

NocoDB

Spreadsheet & Data

Open-source no-code database platform with REST and GraphQL APIs

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Lightdash requires existing dbt infrastructure, not suitable for teams without data models; NocoDB the free cloud tier is capped at 3 editor seats, 1,000 records and 1 GB of storage
  • They diverge on capability: Lightdash covers dbt Integration, NocoDB covers REST API.

Where they differ

Only the attributes on which Lightdash and NocoDB actually diverge.

Attributes where Lightdash and NocoDB differ
AttributeLightdashNocoDB
Pricing modelUnknownopen-source
PlatformsWeb, Cloud (managed), Self-hosted (on-premise)Cloud, Self-hosted, Docker
CategoryBusiness IntelligenceSpreadsheet & Data
Founded20212020

Identical on both: starting price (Free), free tier (Yes), 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
  • Version Control
  • dbt
  • BigQuery
  • Snowflake

Only in NocoDB

  • REST API
  • GraphQL API
  • No-code database
  • Multiple SQL databases
  • Webhooks
  • Automation
  • Docker support

Both cover

  • Self-hosted support
  • Cloud support

What people use each for

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

Lightdash

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

NocoDB

  • Self-hosting an open source alternative to a spreadsheet databasenot Lightdash
  • Putting a spreadsheet interface over an existing Postgres or MySQL databasenot Lightdash
  • Building internal tools on structured data with an APInot Lightdash
  • Team bases with per-field and per-table permissions on the paid tiersnot 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

NocoDB

  • The free cloud tier is capped at 3 editor seats, 1,000 records and 1 GB of storage
  • Records are the metering unit on cloud, so Plus covers 50K and Business 300K rather than scaling by seat alone
  • Row-level security, audit log retention and team hierarchy require the Scale tier
  • SCIM provisioning and air-gapped deployment are Enterprise only
  • The self-hosted Community edition is unlimited on records and seats but does without workflows, scripts and dashboards, which start at the paid self-hosted tiers

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

NocoDB

Free
  • CommunityFree
    • Self-hosted NocoDB
    • Community support
  • Starter$5/monthly
    • Cloud hosting
    • Basic features

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 NocoDB if

  • You need rest api.
  • You want to start without paying.
  • You work on Cloud, Self-hosted, Docker.
  • You also want graphql api.
NocoDB review

Questions people ask

Is Lightdash or NocoDB better?
Neither clearly leads. Lightdash starts at Free and NocoDB at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Lightdash or NocoDB?
Lightdash starts at Free and NocoDB at Free.
Does Lightdash or NocoDB run on more platforms?
Lightdash runs on Web, Cloud (managed), Self-hosted (on-premise). NocoDB runs on Cloud, Self-hosted, Docker.
Can I use Lightdash for free?
Both have a free tier, so you can try either at no cost before committing.
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 NocoDB is typically brought in for.
What can Lightdash do that NocoDB cannot?
Lightdash covers dbt Integration, Metrics Layer, Dashboards, Scheduling. NocoDB covers REST API, GraphQL API, No-code database, Multiple SQL databases. Both handle Self-hosted support, Cloud support.

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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