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Looker (Google) vs Hex

Side-by-side comparison to help you choose the best tool.

Looker (Google)

paid
Data & Analytics
4.5 / 5.0

Google's enterprise BI platform with AI data exploration, semantic modelling, and Looker AI features for natural language data analysis. Looker uses LookML, a proprietary modelling language that creates a single source of truth for business metrics across the organisation. Its integration with Google Cloud and Vertex AI enables sophisticated machine learning workflows directly within the BI environment.

Best for: Enterprise teams on Google Cloud needing governed, embedded analytics
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Hex

freemium
Data & Analytics
4.6 / 5.0

Hex is a modern data workspace for collaborative analysis and data apps, combining SQL and Python notebooks with shareable, interactive dashboards. Its AI Magic features generate SQL queries, explain code, write Python, and debug errors from natural language. Used by data teams at Notion, Retool, and Duolingo, Hex is the fastest-growing alternative to Jupyter and Mode for collaborative data analysis.

Best for: Data teams wanting collaborative SQL/Python notebooks with AI code generation and the ability to publish interactive data apps for stakeholders
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Feature Comparison
Feature Looker (Google) Hex
Pricing paid freemium
Category Data & Analytics Data & Analytics
Rating ★★★★½ 4.5 ★★★★½ 4.6
Best For Enterprise teams on Google Cloud needing governed, embedded analytics Data teams wanting collaborative SQL/Python notebooks with AI code generation and the ability to publish interactive data apps for stakeholders
Views 105 77
Detailed Attribute Comparison
Attribute Looker (Google) Hex
Pricing Type paid freemium ✓
Free Trial No No
API Available No No
Mobile App No No
Rating 4.5 4.6 ✓
Founded - -
Team Size - -
Deployment - -
Popularity (Views) 105 ✓ 77
Green highlight indicates the stronger value for that attribute.
Pros & Cons — Looker (Google)
Pros
  • Strong semantic layer for consistent metrics
  • Excellent Google Cloud integration
  • Powerful embedded analytics options
Cons
  • LookML requires developer expertise
  • Premium pricing limits smaller teams
Pros & Cons — Hex
Pros
  • AI Magic is the best code generation in any analytics platform
  • Real-time collaboration like Google Docs for data
  • Data apps let analysts build interactive tools for stakeholders
Cons
  • Less mature enterprise governance than Mode or Looker
  • Pricing rises quickly for large teams
Key Features — Looker (Google)
  • LookML semantic modelling layer
  • Natural language data exploration
  • Google Cloud and BigQuery native integration
  • Embedded analytics capabilities
  • Centralised metric governance
Key Features — Hex
  • SQL + Python collaborative notebooks
  • AI Magic SQL & code generation
  • Interactive shareable data apps
  • Real-time collaboration
  • Scheduled report publishing
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