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Tools ​

This reference compares generation interfaces, package managers, developer libraries, and hosted generation websites.

Quick Take

Start with Generation Tools for a comparison of local interfaces, package managers, developer libraries, and hosted generation websites.

Tool Reference ​

How To Read This Section ​

Tool comparisons are not rankings. They are decision aids. A good tool choice depends on hardware, model support, maintenance, privacy needs, workflow complexity, and how much control you want.

When evaluating a tool, check:

  • recent maintenance activity
  • supported model families
  • extension or custom-node ecosystem
  • how it stores metadata and workflows
  • install/update complexity
  • whether it is local, hosted, or both