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IBM Cognos Analytics vs Metabase

IBM Cognos Analytics logo

IBM Cognos Analytics

Software

AI-powered business intelligence

From
$15/month
Rated
-
Full reviewWebsite
Metabase logo

Metabase

Software

Fast analytics with the friendly UX

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only Metabase has a free tier, so it costs nothing to try first.
  • Each has a real cost: IBM Cognos Analytics listed on UK G-Cloud at £42.53 per user per month for IBM Cognos Analytics, via reseller Computacenter; Metabase row and column level permissions and SSO available only in Pro tier and above
  • They diverge on capability: IBM Cognos Analytics covers AI Assistant, Metabase covers No-code Query Builder.

Where they differ

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

Attributes where IBM Cognos Analytics and Metabase differ
AttributeIBM Cognos AnalyticsMetabase
Starting price$15/monthFree
Pricing modelsubscriptionUnknown
Free tierNoYes
PlatformsWeb, Desktop, Mobile, CloudWeb, Self-hosted cloud
Founded19112014

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

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 IBM Cognos Analytics

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

Only in Metabase

  • No-code Query Builder
  • SQL Editor
  • Interactive Dashboards
  • Alerts
  • Embedding
  • PostgreSQL
  • MySQL
  • MongoDB

Both cover

  • Web support
  • Cloud support

What people use each for

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

IBM Cognos Analytics

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

Metabase

  • Business intelligence and data exploration for non-technical usersnot IBM Cognos Analytics
  • Embedded analytics for SaaS applicationsnot IBM Cognos Analytics
  • Self-service reporting and dashboard creationnot IBM Cognos Analytics
  • Integration with 40+ data sources including cloud warehousesnot IBM Cognos Analytics

Where each one falls short

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

IBM Cognos Analytics

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

Metabase

  • Row and column level permissions and SSO available only in Pro tier and above
  • Advanced analytics features like multi-tenant embedded analytics require Pro tier or higher
  • AI-powered features incur additional usage-based costs: $3.75 per 1M tokens
  • Self-hosted deployment on Free/Open Source tier requires infrastructure management

Pricing, plan by plan

IBM Cognos Analytics

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

Metabase

Free

No published plan breakdown. See the Metabase review.

Which should you pick?

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

Choose Metabase if

  • You need no-code query builder.
  • You want to start without paying.
  • You work on Web, Self-hosted cloud.
  • You also want sql editor.
Metabase review

Questions people ask

Is IBM Cognos Analytics or Metabase better?
Neither clearly leads. IBM Cognos Analytics starts at $15/month and Metabase at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, IBM Cognos Analytics or Metabase?
Metabase has a free tier; the other does not. Paid plans start at $15/month for IBM Cognos Analytics and Free for Metabase.
Does IBM Cognos Analytics or Metabase run on more platforms?
IBM Cognos Analytics runs on Web, Desktop, Mobile, Cloud. Metabase runs on Web, Self-hosted cloud.
Can I use Metabase for free?
Yes. Metabase has a free tier, so you can try it without paying. IBM Cognos Analytics starts at $15/month.
What is IBM Cognos Analytics best used for?
IBM Cognos Analytics 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 Metabase is typically brought in for.
What can IBM Cognos Analytics do that Metabase cannot?
IBM Cognos Analytics covers AI Assistant, Natural Language Queries, Automated Insights, Story Telling. Metabase covers No-code Query Builder, SQL Editor, Interactive Dashboards, Alerts. Both handle Web support, Cloud support.
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