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Marketing · head to head

Dreamdata vs IBM Cognos Analytics

Dreamdata logo

Dreamdata

Marketing

B2B revenue attribution platform

From
Free
Rated
-
Full reviewWebsite
IBM Cognos Analytics logo

IBM Cognos Analytics

Business Intelligence

AI-powered business intelligence

From
$15/month
Rated
-
Full reviewWebsite

The short version

  • Only Dreamdata has a free tier, so it costs nothing to try first.
  • Each has a real cost: Dreamdata company identification only reaches approximately 80% accuracy even with proprietary IP-to-company resolution; IBM Cognos Analytics listed on UK G-Cloud at £42.53 per user per month for IBM Cognos Analytics, via reseller Computacenter
  • They diverge on capability: Dreamdata covers Multi-touch attribution, IBM Cognos Analytics covers AI Assistant.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Dreamdata and IBM Cognos Analytics actually diverge.

Attributes where Dreamdata and IBM Cognos Analytics differ
AttributeDreamdataIBM Cognos Analytics
Starting priceFree$15/month
Pricing modelUnknownsubscription
Free tierYesNo
PlatformsWebWeb, Desktop, Mobile, Cloud
CategoryMarketingBusiness Intelligence
Founded20181911

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 Dreamdata

  • Multi-touch attribution
  • Account-based analytics
  • Pipeline analytics
  • Customer journey mapping
  • Revenue modeling
  • Content attribution
  • Channel performance
  • Data unification

Only in IBM Cognos Analytics

  • AI Assistant
  • Natural Language Queries
  • Automated Insights
  • Story Telling
  • Mobile Analytics
  • IBM Db2
  • Oracle
  • SQL Server

Both cover

  • Salesforce
  • Web support

What people use each for

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

Dreamdata

  • B2B attributionnot IBM Cognos Analytics
  • Revenue analyticsnot IBM Cognos Analytics
  • Pipeline forecastingnot IBM Cognos Analytics
  • Marketing ROInot IBM Cognos Analytics

IBM Cognos Analytics

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

Where each one falls short

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

Dreamdata

  • Company identification only reaches approximately 80% accuracy even with proprietary IP-to-company resolution
  • Advanced features like custom attribution models require expensive custom pricing tier
  • Steep implementation lift for complex multi-touch attribution setup
  • Free tier limited to 2 months of historical data

IBM Cognos Analytics

  • Listed on UK G-Cloud at £42.53 per user per month for IBM Cognos Analytics, via reseller Computacenter

Pricing, plan by plan

Dreamdata

Free

No published plan breakdown. See the Dreamdata review.

IBM Cognos Analytics

$15/month
  • Standard$15/month
    • Dashboards
    • Reporting
    • AI Insights
  • Plus$35/month
    • Advanced Analytics
    • Planning
    • Premium Support

Which should you pick?

Choose Dreamdata if

  • You need multi-touch attribution.
  • You want to start without paying.
  • You also want account-based analytics.
Dreamdata review

Choose IBM Cognos Analytics if

  • You need ai assistant.
  • You work on Web, Desktop, Mobile, Cloud.
  • You also want natural language queries.
IBM Cognos Analytics review

Questions people ask

Is Dreamdata or IBM Cognos Analytics better?
Neither clearly leads. Dreamdata starts at Free and IBM Cognos Analytics at $15/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Dreamdata or IBM Cognos Analytics?
Dreamdata has a free tier; the other does not. Paid plans start at Free for Dreamdata and $15/month for IBM Cognos Analytics.
Does Dreamdata or IBM Cognos Analytics run on more platforms?
Dreamdata runs on Web. IBM Cognos Analytics runs on Web, Desktop, Mobile, Cloud.
Can I use Dreamdata for free?
Yes. Dreamdata has a free tier, so you can try it without paying. IBM Cognos Analytics starts at $15/month.
What is Dreamdata best used for?
Dreamdata is most often used for b2b attribution, revenue analytics, pipeline forecasting, marketing roi. Of those, b2b attribution and revenue analytics are not what IBM Cognos Analytics is typically brought in for.
What can Dreamdata do that IBM Cognos Analytics cannot?
Dreamdata covers Multi-touch attribution, Account-based analytics, Pipeline analytics, Customer journey mapping. IBM Cognos Analytics covers AI Assistant, Natural Language Queries, Automated Insights, Story Telling. Both handle Salesforce, Web support.

Answered from the vendors’ own pages

Dreamdata: Is there a free tier for Dreamdata?

Yes. Dreamdata offers a free tier with 5 seats, 2 months of history, company identification, and web analytics included.

Source
Dreamdata: What CRM integrations does Dreamdata support?

Dreamdata integrates natively with Salesforce and HubSpot, pulling opportunity and account data to build attribution models.

Source
Dreamdata: Can I build custom attribution models in Dreamdata?

Yes. Custom attribution models are available on the Attribution Advanced plan, which requires contact for custom pricing.

Source
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