IBM Cognos Analytics vs Looker

IBM Cognos Analytics8.8Visit Looker8.5Visit

Higher score IBM Cognos Analytics #5 in Ai Analytics 8.8/10 Paid ✓ 1 of 2 features Visit IBM Cognos

vs

Looker #8 in Ai Analytics 8.5/10 Pricing on request ✓ 1 of 2 features Visit Looker

• IBM Cognos Analytics fits best

  Budget-conscious teams needing governed BI and forecasts

• Looker fits best

  Teams prioritizing governed analytics and embedding

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Side by side

Feature	IBM Cognos Analytics 8.8/10 Visit ↗	Looker 8.5/10 Visit ↗
At a glance
Editor score	8.8	8.5
Ranking	#5 in Ai Analytics	#8 in Ai Analytics
Best for	Budget-conscious teams needing governed BI and forecasts	Teams prioritizing governed analytics and embedding
Pricing model	Paid	Paid
Starting price	$10.60/user/mo	—
Free plan	—	—
Free trial	—	—
Deployment	Cloud, Self-hosted	Cloud, Self-hosted
Platforms	Web	Web
Support	Phone, Community, Docs	Live chat, Phone, Tickets, Docs · 24/7
Integrations	4 integrations	6 integrations
Built for	Small business, Mid-market, Enterprise	Small business, Mid-market, Enterprise
Features IBM Cognos Analytics 1/2 · Looker 1/2
Natural-language queries	✓	✓
Predictive analytics	Not checked yet	Not checked yet
Specs
Data connectors	Not checked yet	Not checked yet
Deployment	Hybrid	Hybrid
Data refresh	Not checked yet	Not checked yet
Export formats	Not checked yet	Not checked yet
Our review
Pros	AI Assistant supports natural-language data exploration Centralized governance and access controls Cloud and self-hosted deployment options	LookML provides a semantic model for governed data exploration. Conversational Analytics supports natural-language data questions. Embedding, APIs, and row-level security support custom analytics applications.
Cons	No free plan Predictive feature set is narrower than leading alternatives Premium costs more than Standard	Quote-based pricing makes costs harder to assess upfront. No free plan is offered. AI features focus on analytics rather than predictive modeling.
Our verdict	IBM Cognos Analytics brings business reporting, dashboards, self-service data modeling and predictive forecasting into a governed BI platform. Its AI Assistant supports natural-language data exploration, while centralized access controls… Read the review →	Looker is Google Cloud’s business intelligence and analytics platform for organizations that need governed data exploration, reporting, and embedded analytics. Teams model data with LookML, explore it through Explores, and build dashboards… Read the review →

Strengths and trade-offs

• IBM Cognos Analytics — where it wins

  • AI Assistant supports natural-language data exploration
  • Centralized governance and access controls
  • Cloud and self-hosted deployment options

  Where it doesn't

  • No free plan
  • Predictive feature set is narrower than leading alternatives
  • Premium costs more than Standard

• Looker — where it wins

  • LookML provides a semantic model for governed data exploration.
  • Conversational Analytics supports natural-language data questions.
  • Embedding, APIs, and row-level security support custom analytics applications.

  Where it doesn't

  • Quote-based pricing makes costs harder to assess upfront.
  • No free plan is offered.
  • AI features focus on analytics rather than predictive modeling.

• IBM Cognos Analytics8.8/10 · Paid

  Governed reporting and forecasting with cloud or self-hosted deployment.

  Visit IBM CognosFull verdict →
• Looker8.5/10 · Pricing on request

  A governed BI platform with conversational analytics and embedded dashboards; pricing is quote-based.

  Visit LookerFull verdict →