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Business Intelligence · head to head

IBM Cognos Analytics vs Marqo

IBM Cognos Analytics logo

IBM Cognos Analytics

Business Intelligence

AI-powered business intelligence

From
$15/month
Rated
-
Full reviewWebsite
Marqo logo

Marqo

Databases

AI-native product discovery platform for ecommerce

From
On request
Rated
-
Full reviewWebsite

The short version

  • 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; Marqo pricing not publicly available, enterprise sales-only model
  • They diverge on capability: IBM Cognos Analytics covers AI Assistant, Marqo covers Semantic search.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

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

Attributes where IBM Cognos Analytics and Marqo differ
AttributeIBM Cognos AnalyticsMarqo
Starting price$15/monthOn request
Pricing modelsubscriptioncontact-sales
PlatformsWeb, Desktop, Mobile, CloudWeb API, SaaS
CategoryBusiness IntelligenceDatabases
Founded19112022

Identical on both: free tier (No), 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 IBM Cognos Analytics

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

Only in Marqo

  • Semantic search
  • Multimodal image search
  • AI model training
  • Automated merchandising
  • Multi-surface integration
  • Commerce platform integrations
  • API access

What people use each for

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

IBM Cognos Analytics

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

Marqo

  • Improve search revenue for fashion and beauty retailersnot IBM Cognos Analytics
  • Implement multimodal image and product searchnot IBM Cognos Analytics
  • Increase checkout conversion through better product discoverynot IBM Cognos Analytics
  • Create personalized product recommendationsnot IBM Cognos Analytics
  • Reduce customer support inquiries with relevant search resultsnot 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

Marqo

  • Pricing not publicly available, enterprise sales-only model
  • Requires custom implementation and integration work
  • Limited to ecommerce use cases compared to general search
  • Model training requires sufficient customer behavior data

Pricing, plan by plan

IBM Cognos Analytics

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

Marqo

On request

No published plan breakdown. See the Marqo 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 Marqo if

  • You need semantic search.
  • You work on Web API, SaaS.
  • You also want multimodal image search.
Marqo review

Questions people ask

Is IBM Cognos Analytics or Marqo better?
Neither clearly leads. IBM Cognos Analytics starts at $15/month and Marqo at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, IBM Cognos Analytics or Marqo?
IBM Cognos Analytics starts at $15/month and Marqo at On request.
Does IBM Cognos Analytics or Marqo run on more platforms?
IBM Cognos Analytics runs on Web, Desktop, Mobile, Cloud. Marqo runs on Web API, SaaS.
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 Marqo is typically brought in for.
What can IBM Cognos Analytics do that Marqo cannot?
IBM Cognos Analytics covers AI Assistant, Natural Language Queries, Automated Insights, Story Telling. Marqo covers Semantic search, Multimodal image search, AI model training, Automated merchandising.

Answered from the vendors’ own pages

Marqo: How do Marqo models get trained?

Marqo trains dedicated AI models on each retailer's product catalog and customer behavior data including clicks, purchases, and browsing patterns. This ensures models are optimized for the specific retailer's products and customers.

Source
Marqo: What results can retailers expect from Marqo?

Enterprise retailers using Marqo report 10-23% increases in search revenue and conversion rates, with proven results across fashion, beauty, electronics, and home goods.

Source
Marqo: Which ecommerce platforms does Marqo integrate with?

Marqo has native integrations with Shopify, Adobe Commerce (Magento), and Salesforce Commerce Cloud, and also provides API access for custom implementations.

Source
Marqo: How is Marqo priced?

Marqo pricing is customized based on catalog size, search volume, and feature requirements. Contact their sales team to book a demo and discuss pricing.

Source
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