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Business Intelligence · head to head

Lightdash vs Ruler Analytics

Lightdash logo

Lightdash

Business Intelligence

Open-source BI for dbt users

From
Free
Rated
-
Full reviewWebsite
Ruler Analytics logo

Ruler Analytics

Marketing

Closed-loop marketing attribution

From
£299/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; Ruler Analytics no free plan or trial available, requiring custom quote for pricing
  • They diverge on capability: Lightdash covers dbt Integration, Ruler Analytics covers Multi-touch attribution.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Lightdash and Ruler Analytics actually diverge.

Attributes where Lightdash and Ruler Analytics differ
AttributeLightdashRuler Analytics
Starting priceFree£299/month
Free tierYesNo
PlatformsWeb, Cloud (managed), Self-hosted (on-premise)Web
CategoryBusiness IntelligenceMarketing
Founded20212012

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
  • Version Control
  • dbt
  • BigQuery
  • Snowflake

Only in Ruler Analytics

  • Multi-touch attribution
  • Call tracking
  • Form tracking
  • Revenue attribution
  • Customer journey tracking
  • CRM integration
  • Marketing ROI
  • Custom reporting

Both cover

  • Web support

What people use each for

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

Lightdash

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

Ruler Analytics

  • Marketing attributionnot Lightdash
  • ROI measurementnot Lightdash
  • Lead trackingnot Lightdash
  • Revenue attributionnot 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

Ruler Analytics

  • No free plan or trial available, requiring custom quote for pricing
  • Advanced features like marketing mix modeling only available on Advanced plan at 1,499 GBP per month
  • Pricing scales with monthly traffic volume, making costs unpredictable
  • Setup requires manual integration with CRM and data sources

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

Ruler Analytics

£299/month
  • Small$299/month
    • Up to 10,000 monthly visits
    • Form tracking
    • Call tracking
  • Medium$499/month
    • Up to 50,000 monthly visits
    • Data-driven attribution
    • Segmentation
  • Advanced$1499/month
    • 100k+ monthly visits
    • Marketing mix modeling
    • AI agents for analytics

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 Ruler Analytics if

  • You need multi-touch attribution.
  • You also want call tracking.
Ruler Analytics review

Questions people ask

Is Lightdash or Ruler Analytics better?
Neither clearly leads. Lightdash starts at Free and Ruler Analytics at £299/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Lightdash or Ruler Analytics?
Lightdash has a free tier; the other does not. Paid plans start at Free for Lightdash and £299/month for Ruler Analytics.
Does Lightdash or Ruler Analytics run on more platforms?
Lightdash runs on Web, Cloud (managed), Self-hosted (on-premise). Ruler Analytics runs on Web.
Can I use Lightdash for free?
Yes. Lightdash has a free tier, so you can try it without paying. Ruler Analytics starts at £299/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 Ruler Analytics is typically brought in for.
What can Lightdash do that Ruler Analytics cannot?
Lightdash covers dbt Integration, Metrics Layer, Dashboards, Scheduling. Ruler Analytics covers Multi-touch attribution, Call tracking, Form tracking, Revenue attribution. Both handle Web 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
Ruler Analytics: What does Ruler Analytics track?

Ruler Analytics tracks forms, calls, live chat, offline conversions, and CRM data to connect marketing activity directly to revenue outcomes.

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
Ruler Analytics: Does Ruler Analytics offer a free plan?

No, Ruler Analytics does not offer a free plan. Pricing starts at 299 GBP per month for the Small plan supporting up to 10,000 monthly website visits.

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
Ruler Analytics: What attribution models does Ruler Analytics support?

Ruler supports multi-touch attribution, data-driven attribution, impression attribution, and marketing mix modeling for measuring campaign ROI across channels.

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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