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Business Intelligence · head to head

Cube vs Marketing Evolution

Cube logo

Cube

Business Intelligence

AI-native analytics platform with semantic layer and governed access

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 Cube has a free tier, so it costs nothing to try first.
  • Each has a real cost: Cube per-developer licensing can be expensive for large analytics teams; Marketing Evolution pricing not published on vendor website; enterprise data infrastructure platform requires custom quote
  • They diverge on capability: Cube covers Analytics Chat, 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 Cube and Marketing Evolution actually diverge.

Attributes where Cube and Marketing Evolution differ
AttributeCubeMarketing Evolution
Starting priceFree$5000/month
Pricing modelPer-developer seats with volume pricingsubscription
Free tierYesNo
PlatformsCloud, Self-hostedWeb, Api, Analytics
CategoryBusiness IntelligenceMarketing
FoundedUnknown2008

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 Cube

  • Analytics Chat
  • Workbooks
  • Dashboards
  • Embedded Analytics
  • AI Integrations
  • Core Data APIs
  • Caching and pre-aggregations

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.

Cube

  • Building governed semantic data models for analyticsnot Marketing Evolution
  • Embedding analytics into customer-facing productsnot Marketing Evolution
  • Enabling natural language data queries for teamsnot Marketing Evolution
  • Creating conversational dashboards with AI assistancenot Marketing Evolution

Marketing Evolution

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

Where each one falls short

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

Cube

  • Per-developer licensing can be expensive for large analytics teams
  • Additional cost for Explorer and Viewer roles beyond developers
  • Semantic layer approach requires upfront modeling investment
  • Smaller connector ecosystem than dedicated BI platforms
  • May be overengineered for simple reporting needs

Marketing Evolution

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

Pricing, plan by plan

Cube

Free
  • FreeFree
    • For hobbyists and personal projects
    • Basic data source connection
    • Semantic modeling
  • Starter$40/developer/month
    • Extended agent limits
    • Premium LLMs
    • Unlimited workbooks
  • Premium$80/developer/month
    • All Starter features
    • Embedded dashboards
    • Embedded analytics chat
  • Enterprise$null/custom
    • 99.990% uptime SLA
    • Dedicated single-tenant installation
    • Bring Your Own Cloud

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 Cube if

  • You need analytics chat.
  • You want to start without paying.
  • You work on Cloud, Self-hosted.
  • You also want workbooks.
Cube 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 Cube or Marketing Evolution better?
Neither clearly leads. Cube 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, Cube or Marketing Evolution?
Cube has a free tier; the other does not. Paid plans start at Free for Cube and $5000/month for Marketing Evolution.
Does Cube or Marketing Evolution run on more platforms?
Cube runs on Cloud, Self-hosted. Marketing Evolution runs on Web, Api, Analytics.
Can I use Cube for free?
Yes. Cube has a free tier, so you can try it without paying. Marketing Evolution starts at $5000/month.
What is Cube best used for?
Cube is most often used for building governed semantic data models for analytics, embedding analytics into customer-facing products, enabling natural language data queries for teams, creating conversational dashboards with ai assistance. Of those, building governed semantic data models for analytics and embedding analytics into customer-facing products are not what Marketing Evolution is typically brought in for.
What can Cube do that Marketing Evolution cannot?
Cube covers Analytics Chat, Workbooks, Dashboards, Embedded Analytics. Marketing Evolution covers Multi-touch attribution, Marketing mix modeling, Channel performance, ROI analysis.

Answered from the vendors’ own pages

Cube: What is the cost per developer on Cube?

Starter plan costs $40/developer/month. Premium adds embedded analytics at $80/developer/month. Explorer and Viewer roles cost $40 and $20/month respectively.

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
Cube: What uptime SLAs does Cube offer?

Premium plan offers 99.950% uptime SLA. Enterprise plan provides 99.990% uptime SLA with dedicated support.

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
Cube: Can I use Cube for free?

Yes, the Free plan includes basic data source connection, semantic modeling, workbooks, and dashboards for hobbyists and personal projects.

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
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