---
license: cc-by-4.0
tags:
- ai-tools
- llm
- directory
- tabular
pretty_name: AI Tools Ranked by Public Evidence
---
# AI Tools Ranked by Public Evidence (nightly)

257 AI tools x 45 real-world use cases with nightly evidence scores: popularity (GitHub stars or Hacker News mentions), momentum, freshness and free/open-source access.

Live, always-updated version and rankings: https://aiusecases.dev (data: https://aiusecases.dev/data/). Method: https://aiusecases.dev/ranking/

License CC BY 4.0. Attribution: link to https://aiusecases.dev/.