Live · rescanned 4× a day

Every AI launch worth knowing. Ranked by traction, not hype.

Fresh Weights tracks new models, agents and dev tools from GitHub, Hugging Face, X, Hacker News, Reddit and the Chinese labs. Every entry is scored on real traction, so the top of the list is what developers are actually picking up.

  • –launches this week
  • –added last 24h
  • –build ideas
  • 30+lab accounts watched

Spotlight

Latest AI launches

Ideas worth building

Browse by category

The week in AI launches, ranked. Plus 3 ideas worth building.

Every Saturday. Five AI models (GPT-6 Sol, Claude Sonnet 5.5, Xiaomi MiMo, Qwen and Kimi) argue over the week's radar data, and JEV judges which ideas hold up. You get the 3 winners, each with a build plan, who pays and how it makes money.

  • This week's Spotlight launches, with traction and real builds
  • 3 product ideas with a build plan, buyers and pricing
  • First Sunday of the month: the single best idea of the month, in depth

How the radar works

01 · Scan

Wide net, primary sources

GitHub Trending, Hugging Face, ModelScope, Hacker News, Product Hunt, Reddit, X and Chinese tech media. Official lab announcements count from the minute they're posted.

02 · Score

JEV traction, not vibes

JEV is the decision model that reads each launch's evidence (stars, builds, mentions) and returns a traction score from 0 (obscure) to 1 (everywhere). It never sees vendor copy.

03 · Prove

What people actually built

Community builds, implementation repos and a one-line usability verdict drawn from evidence, not vendor claims.

04 · Build

Ideas you can ship

Daily ideas that combine two or more launches, plus weekly ideas that five AI models debate and JEV judges.