Softwr

Business Intelligence · head to head

Lightdash vs Sourcegraph

Lightdash logo

Lightdash

Business Intelligence

Open-source BI for dbt users

From
Free
Free plan
Yes
Visit LightdashFull review
Sourcegraph logo

Sourcegraph

Developer Tools

Code search and intelligence platform for large codebases with Cody AI assistant

From
$16000/year
Free plan
No
Visit SourcegraphFull review

The short version

  • Lightdash is an open-source business intelligence tool; Sourcegraph is an enterprise code intelligence platform.
  • Lightdash is free; Sourcegraph starts at $16000/yr.
  • Where Lightdash falls short: requires existing dbt infrastructure, not suitable for teams without data models.
  • Where Sourcegraph falls short: enterprise pricing starting at $16k annually creates significant barrier for small teams.
  • Prices and features on this page were last checked on 13 November 2026.

Where they differ

Only the attributes on which Lightdash and Sourcegraph actually diverge.

Attributes where Lightdash and Sourcegraph differ
AttributeLightdashSourcegraph
Starting priceFree$16000/year
Free tierYesNo
CategoryBusiness IntelligenceDeveloper Tools

Identical on both: platforms (Web, Self-hosted).

Not yet recorded: pricing model for Lightdash, founded for Sourcegraph.

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 Sourcegraph

Nothing recorded that Lightdash does not also cover.

What people use each for

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

Lightdash

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

Sourcegraph

  • Large-scale code migrations across hundreds of repositoriesnot Lightdash
  • Enterprise governance and code ownership trackingnot Lightdash
  • AI-assisted bug hunting and security pattern detectionnot Lightdash
  • Onboarding engineers into large unfamiliar codebasesnot Lightdash
  • Regulatory compliance and code audit trailsnot 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

Sourcegraph

  • Enterprise pricing starting at $16k annually creates significant barrier for small teams
  • No free tier or standard plan published; all options require custom sales engagement
  • Complex enterprise-only positioning limits adoption compared to GitHub Copilot's pervasiveness
  • Requires indexing entire codebase; not suitable for small or ephemeral projects

Pricing, plan by plan

Lightdash

Free
  • Open SourceFree
    • MIT-licensed core
    • Self-hostable
    • dbt integration
  • Cloud ManagedOn request
    • Managed hosting
    • Premium features
    • AI agent capabilities

Sourcegraph

$16000/year
  • Enterprise$16,000/yr
    • Scales with team size
    • Credits for AI features per user
    • Deep Search

Which should you pick?

Choose Lightdash if

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

Choose Sourcegraph if

  • You work on Web, Self-hosted.
Sourcegraph review

Questions people ask

Is Lightdash or Sourcegraph better?
Neither clearly leads. Lightdash starts at Free and Sourcegraph at $16000/year, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Lightdash or Sourcegraph?
Lightdash has a free tier; the other does not. Paid plans start at Free for Lightdash and $16000/year for Sourcegraph.
Does Lightdash or Sourcegraph run on more platforms?
Both run on Web, Self-hosted, so platform support will not decide this one for you.
Can I use Lightdash for free?
Yes. Lightdash has a free tier, so you can try it without paying. Sourcegraph starts at $16000/year.
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 Sourcegraph is typically brought in for.
What can Lightdash do that Sourcegraph cannot?
Lightdash covers dbt Integration, Metrics Layer, Dashboards, Scheduling.

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
Share

Related pages

More on Lightdash

More on Sourcegraph

Keep looking

Other head to heads