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Databases · head to head

Apache Pinot vs IBM Cognos Analytics

Apache Pinot logo

Apache Pinot

Databases

Real-time distributed OLAP datastore for analytics

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 Apache Pinot has a free tier, so it costs nothing to try first.
  • Each has a real cost: Apache Pinot self-hosted and distributed, so running it means operating a cluster rather than consuming a service; 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: Apache Pinot covers Real-time Analytics, 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 Apache Pinot and IBM Cognos Analytics actually diverge.

Attributes where Apache Pinot and IBM Cognos Analytics differ
AttributeApache PinotIBM Cognos Analytics
Starting priceFree$15/month
Pricing modelopen-sourcesubscription
Free tierYesNo
PlatformsLinux, Docker, KubernetesWeb, Desktop, Mobile, Cloud
CategoryDatabasesBusiness Intelligence
Founded19991911

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 Apache Pinot

  • Real-time Analytics
  • Column-oriented
  • Distributed Processing
  • SQL Support
  • Pluggable Indexing
  • Star-tree Index
  • Upsert Support
  • Kafka

Only in IBM Cognos Analytics

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

What people use each for

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

Apache Pinot

  • Sub-second analytics queries on freshly ingested datanot IBM Cognos Analytics
  • User-facing dashboards inside a productnot IBM Cognos Analytics
  • Real-time metrics at high ingest ratesnot IBM Cognos Analytics
  • Petabyte-scale analytics as run at LinkedIn and Ubernot IBM Cognos Analytics

IBM Cognos Analytics

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

Where each one falls short

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

Apache Pinot

  • Self-hosted and distributed, so running it means operating a cluster rather than consuming a service
  • Managed hosting comes from third parties such as StarTree rather than from the project
  • Built for user-facing real-time OLAP, so it is not a general purpose database

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

Apache Pinot

Free
  • Open SourceFree
    • Real-time analytics
    • SQL queries
    • Horizontal scaling

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 Apache Pinot if

  • You need real-time analytics.
  • You want to start without paying.
  • You work on Linux, Docker, Kubernetes.
  • You also want column-oriented.
Apache Pinot 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 Apache Pinot or IBM Cognos Analytics better?
Neither clearly leads. Apache Pinot 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, Apache Pinot or IBM Cognos Analytics?
Apache Pinot has a free tier; the other does not. Paid plans start at Free for Apache Pinot and $15/month for IBM Cognos Analytics.
Does Apache Pinot or IBM Cognos Analytics run on more platforms?
Apache Pinot runs on Linux, Docker, Kubernetes. IBM Cognos Analytics runs on Web, Desktop, Mobile, Cloud.
Can I use Apache Pinot for free?
Yes. Apache Pinot has a free tier, so you can try it without paying. IBM Cognos Analytics starts at $15/month.
What is Apache Pinot best used for?
Apache Pinot is most often used for sub-second analytics queries on freshly ingested data, user-facing dashboards inside a product, real-time metrics at high ingest rates, petabyte-scale analytics as run at linkedin and uber. Of those, sub-second analytics queries on freshly ingested data and user-facing dashboards inside a product are not what IBM Cognos Analytics is typically brought in for.
What can Apache Pinot do that IBM Cognos Analytics cannot?
Apache Pinot covers Real-time Analytics, Column-oriented, Distributed Processing, SQL Support. IBM Cognos Analytics covers AI Assistant, Natural Language Queries, Automated Insights, Story Telling.

Answered from the vendors’ own pages

Apache Pinot: How much does Apache Pinot cost?

Apache Pinot is free and open-source. It is provided under the Apache License, which allows free use, modification, and distribution.

Source
Apache Pinot: Is Apache Pinot free for commercial use?

Yes. Apache Pinot is licensed under the Apache License, which explicitly permits commercial use at no cost.

Source
Apache Pinot: Can I run Apache Pinot locally or with Docker?

Yes. Apache Pinot offers a Docker quickstart and free downloads of the latest version (1.5.1 at the time of the page). You are responsible for hosting and infrastructure.

Source
Apache Pinot: Are there restrictions on how I can use Apache Pinot?

The Apache License permits unrestricted use, but requires retention of license notices and statements. No usage limits or feature restrictions are enforced.

Source
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