Heap AI vs Hex

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

Heap AI

paid

Data & Analytics

4.2 / 5.0

Digital data platform with AI session replay and user journey analysis.

Best for: UX and product researchers

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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	Heap AI	Hex
Pricing	paid	freemium
Category	Data & Analytics	Data & Analytics
Rating	★★★★☆ 4.2	★★★★½ 4.6
Best For	UX and product researchers	Data teams wanting collaborative SQL/Python notebooks with AI code generation and the ability to publish interactive data apps for stakeholders
Views	4	4

Pros & Cons — Heap AI

Pros

No pros listed.

Cons

No cons listed.

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 — Heap AI

No features listed.

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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