Datadef vs Figma

Purpose-built architecture tool vs general design platform

Quick Verdict

Figma is an incredible UI/UX design tool, but it was never built for data architecture documentation. Datadef is purpose-built for data engineers and architects with AI generation, 1,200+ cloud icons, data lineage, and auto-generated wiki docs.

Feature Comparison

FeatureDatadefFigma
AI Diagram Generation
Cloud Icons (AWS/GCP/Azure)1,200+ built-inCommunity plugins
Data Lineage Tracking
MCP access (Claude Code, Cursor)
UI/UX Design
Prototyping
Architecture TemplatesCommunity
Price (Pro)$15/month$15/month

Why data teams choose Datadef over Figma

AI Generates Diagrams

Describe your architecture in plain English and get a professional diagram in seconds. No pixel-pushing required.

Built-in Cloud Icons

1,200+ official AWS, GCP, and Azure icons built in. No hunting through Figma community plugins for outdated icon sets.

Data-Aware Features

Data lineage tracking, KPI management, and auto-generated wiki docs. Features that Figma simply does not have.

Choose Datadef if you:

  • Build data architecture and pipeline diagrams
  • Need cloud service icons always up to date
  • Want AI to generate diagrams from descriptions
  • Need data lineage and documentation features

Choose Figma if you:

  • Design user interfaces and prototypes
  • Need pixel-perfect design tools
  • Work primarily in product/design teams
  • Need design handoff features for developers

Need architecture diagrams, not UI designs?

Datadef is built for data teams. AI generation, cloud icons, and documentation in one tool.

Try Datadef Free