Softwr

Business Intelligence · head to head

Lightdash vs Periscope Data

Lightdash logo

Lightdash

Business Intelligence

Open-source BI for dbt users

From
Free
Rated
-
Full reviewWebsite
Periscope Data logo

Periscope Data

Business Intelligence

SQL and Python analytics platform

From
$1000/month
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; Periscope Data the periscopedata.com domain now redirects to sisense.com, so Periscope Data is no longer sold as a standalone product
  • They diverge on capability: Lightdash covers dbt Integration, Periscope Data covers SQL Editor.

Where they differ

Only the attributes on which Lightdash and Periscope Data actually diverge.

Attributes where Lightdash and Periscope Data differ
AttributeLightdashPeriscope Data
Starting priceFree$1000/month
Pricing modelUnknownsubscription
Free tierYesNo
PlatformsWeb, Cloud (managed), Self-hosted (on-premise)Web, Cloud
Founded20212012

Identical on both: user rating (Not yet rated), category (Business Intelligence).

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
  • Scheduling
  • dbt
  • Databricks
  • Self-hosted support

Only in Periscope Data

  • SQL Editor
  • Python/R Integration
  • Caching
  • MySQL
  • Presto

Both cover

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

What people use each for

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

Lightdash

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

Periscope Data

  • SQL-based analytics and dashboards over a data warehousenot Lightdash
  • Python and R analysis alongside SQL in one workflownot Lightdash
  • Shared dashboards for data teamsnot 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

Periscope Data

  • The periscopedata.com domain now redirects to sisense.com, so Periscope Data is no longer sold as a standalone product
  • No Periscope Data pricing, plan or seat rate remains published at the original domain
  • Buyers must now purchase through Sisense, whose own pricing is not published as a rate card

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

Periscope Data

$1000/month
  • Team$1000/month
    • SQL Analytics
    • Python/R
    • Dashboards
  • EnterpriseFree
    • Advanced Features
    • Custom Integrations
    • Premium Support

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 Periscope Data if

  • You need sql editor.
  • You work on Web, Cloud.
  • You also want python/r integration.
Periscope Data review

Questions people ask

Is Lightdash or Periscope Data better?
Neither clearly leads. Lightdash starts at Free and Periscope Data at $1000/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Lightdash or Periscope Data?
Lightdash has a free tier; the other does not. Paid plans start at Free for Lightdash and $1000/month for Periscope Data.
Does Lightdash or Periscope Data run on more platforms?
Lightdash runs on Web, Cloud (managed), Self-hosted (on-premise). Periscope Data runs on Web, Cloud.
Can I use Lightdash for free?
Yes. Lightdash has a free tier, so you can try it without paying. Periscope Data starts at $1000/month.
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 Periscope Data is typically brought in for.
What can Lightdash do that Periscope Data cannot?
Lightdash covers dbt Integration, Metrics Layer, Scheduling, dbt. Periscope Data covers SQL Editor, Python/R Integration, Caching, MySQL. Both handle Dashboards, Version Control, BigQuery, Snowflake.

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
ShareXLinkedInRedditWhatsAppEmail

Related pages

More on Lightdash

More on Periscope Data

Keep looking

Other head to heads