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Business Intelligence · head to head

Lightdash vs Marketing Evolution

Lightdash logo

Lightdash

Business Intelligence

Open-source BI for dbt users

From
Free
Rated
-
Full reviewWebsite
Marketing Evolution logo

Marketing Evolution

Marketing

Advanced marketing analytics and attribution modeling

From
$5000/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; Marketing Evolution pricing not published on vendor website; enterprise data infrastructure platform requires custom quote
  • They diverge on capability: Lightdash covers dbt Integration, Marketing Evolution 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 Marketing Evolution actually diverge.

Attributes where Lightdash and Marketing Evolution differ
AttributeLightdashMarketing Evolution
Starting priceFree$5000/month
Pricing modelUnknownsubscription
Free tierYesNo
PlatformsWeb, Cloud (managed), Self-hosted (on-premise)Web, Api, Analytics
CategoryBusiness IntelligenceMarketing
Founded20212008

Identical on both: 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 Marketing Evolution

  • Multi-touch attribution
  • Marketing mix modeling
  • Channel performance
  • ROI analysis
  • Forecasting
  • Budget optimization
  • Custom reporting
  • Advanced analytics

What people use each for

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

Lightdash

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

Marketing Evolution

  • Marketing data unification across paid, owned, and third-party data sourcesnot Lightdash
  • Attribution modeling and customer journey reconstructionnot Lightdash
  • AI-agent-ready marketing data context and business ontologynot Lightdash
  • Marketing budget planning and scenario simulation with Darwin toolnot Lightdash
  • Cross-channel performance monitoring and KPI standardizationnot 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

Marketing Evolution

  • Pricing not published on vendor website; enterprise data infrastructure platform requires custom quote

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

Marketing Evolution

$5000/month
  • Professional$5000/month
    • Basic attribution modeling
    • Multiple channels
    • Monthly reporting
  • Enterprise$undefined/month
    • Advanced attribution
    • Unlimited channels
    • Real-time analysis
  • Custom$undefined/month
    • Custom implementation
    • Professional services
    • Consulting included

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 Marketing Evolution if

  • You need multi-touch attribution.
  • You work on Web, Api, Analytics.
  • You also want marketing mix modeling.
Marketing Evolution review

Questions people ask

Is Lightdash or Marketing Evolution better?
Neither clearly leads. Lightdash starts at Free and Marketing Evolution at $5000/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Lightdash or Marketing Evolution?
Lightdash has a free tier; the other does not. Paid plans start at Free for Lightdash and $5000/month for Marketing Evolution.
Does Lightdash or Marketing Evolution run on more platforms?
Lightdash runs on Web, Cloud (managed), Self-hosted (on-premise). Marketing Evolution runs on Web, Api, Analytics.
Can I use Lightdash for free?
Yes. Lightdash has a free tier, so you can try it without paying. Marketing Evolution starts at $5000/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 Marketing Evolution is typically brought in for.
What can Lightdash do that Marketing Evolution cannot?
Lightdash covers dbt Integration, Metrics Layer, Dashboards, Scheduling. Marketing Evolution covers Multi-touch attribution, Marketing mix modeling, Channel performance, ROI analysis.

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
Marketing Evolution: How much does Marketing Evolution Substrate cost?

Marketing Evolution does not publish pricing on its website. The Substrate platform is sold through enterprise contracts requiring custom quotes.

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
Marketing Evolution: What is the cost of Darwin proactive intelligence?

Darwin is included with the Substrate platform. Marketing Evolution does not publish per-user or per-instance pricing on its website.

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
Marketing Evolution: Does Marketing Evolution offer a free trial?

Marketing Evolution directs users to request a demo or get started on the website. No free trial period is mentioned or offered.

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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