Softwr

Automation Integration · head to head

Airbyte vs Lightdash

Airbyte logo

Airbyte

Automation Integration

The open-source ELT platform

From
Free
Rated
-
Full reviewWebsite
Lightdash logo

Lightdash

Business Intelligence

Open-source BI for dbt users

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Airbyte the self-managed open source Core edition has no SSO or RBAC, no multiple workspaces, no row filtering or encryption, and no monitoring integrations; Lightdash requires existing dbt infrastructure, not suitable for teams without data models
  • They diverge on capability: Airbyte covers Data replication, Lightdash covers dbt Integration.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Airbyte and Lightdash actually diverge.

Attributes where Airbyte and Lightdash differ
AttributeAirbyteLightdash
Pricing modelsubscriptionUnknown
PlatformsWeb, Self-hostedWeb, Cloud (managed), Self-hosted (on-premise)
CategoryAutomation IntegrationBusiness Intelligence
Founded20202021

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 Airbyte

  • Data replication
  • Schema detection
  • ELT pipelines
  • Real-time sync
  • Data transformation
  • Monitoring
  • Custom connectors
  • 300+ connectors

Only in Lightdash

  • dbt Integration
  • Metrics Layer
  • Dashboards
  • Scheduling
  • Version Control
  • dbt
  • BigQuery
  • Snowflake

Both cover

  • Web support
  • Self-hosted support

What people use each for

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

Airbyte

  • Data integrationnot Lightdash
  • ETL operationsnot Lightdash
  • API data synchronizationnot Lightdash
  • Data warehouse populationnot Lightdash
  • Real-time data replicationnot Lightdash

Lightdash

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

Where each one falls short

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

Airbyte

  • The self-managed open source Core edition has no SSO or RBAC, no multiple workspaces, no row filtering or encryption, and no monitoring integrations
  • Sync frequency on Core is limited compared with the managed tiers, which offer 15 minute syncs
  • Support on the free tier is community and AI only; premium support requires Pro or Enterprise
  • The free Agents plan stops at 1,000 agent operations a month and pauses capacity until the next month once hit
  • Agent overages are billed per operation at $0.004 to $0.005 once past the plan allowance

Lightdash

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

Pricing, plan by plan

Airbyte

Free
  • FreeFree
    • 1,000 Agent Operations monthly
    • Single user access
    • API and MCP access
  • Individual$29/month
    • 5,000 Agent Operations monthly
    • Hourly Context Store refresh
    • Standard and AI support
  • Team$299/month
    • 10,000 Agent Operations monthly
    • Parallel workflow execution
    • Multiple users

Lightdash

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

Which should you pick?

Choose Airbyte if

  • You need data replication.
  • You want to start without paying.
  • You work on Web, Self-hosted.
  • You also want schema detection.
Airbyte review

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

Questions people ask

Is Airbyte or Lightdash better?
Neither clearly leads. Airbyte starts at Free and Lightdash at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Airbyte or Lightdash?
Airbyte starts at Free and Lightdash at Free.
Does Airbyte or Lightdash run on more platforms?
Airbyte runs on Web, Self-hosted. Lightdash runs on Web, Cloud (managed), Self-hosted (on-premise).
Can I use Airbyte for free?
Both have a free tier, so you can try either at no cost before committing.
What is Airbyte best used for?
Airbyte is most often used for data integration, etl operations, api data synchronization, data warehouse population. Of those, data integration and etl operations are not what Lightdash is typically brought in for.
What can Airbyte do that Lightdash cannot?
Airbyte covers Data replication, Schema detection, ELT pipelines, Real-time sync. Lightdash covers dbt Integration, Metrics Layer, Dashboards, Scheduling. Both handle Web support, Self-hosted support.

Answered from the vendors’ own pages

Airbyte: Is Airbyte free to use?

Yes, Airbyte offers a free tier with 1,000 Agent Operations monthly, single user access, API and MCP support, and community/AI assistance.

Source
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
Airbyte: What does the Team plan include?

The Team plan costs $299/month and includes 10,000 Agent Operations monthly, parallel workflow execution, multiple users, standard and AI support, with overages charged at $0.005 per AO.

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
Airbyte: What happens if I exceed my monthly Agent Operations limit?

Overages are charged at $0.004 per AO on the Individual plan and $0.005 per AO on the Team plan, allowing you to exceed your quota as needed.

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
Airbyte: Does Airbyte offer data replication pricing?

Yes. Airbyte Data Replication starts at $10/month on the Standard plan with 600+ connectors. Pro and Enterprise plans use custom capacity-based pricing with Data Workers and dedicated support.

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
Share

Related pages

More on Airbyte

More on Lightdash

Keep looking

Other head to heads