Hugging Face published its half-year review of openly downloadable AI models, covering January to August 2026. It reports that Chinese labs released the largest models in almost every month, that Alibaba's Qwen has become the family most developers build on, and that small models still take almost all downloads. It also notes that popularity and actual usage barely overlap, with only one repository appearing in both the top 25 by downloads and the top 25 by likes.
What changed
The spring 2026 report covered a period before agent traffic could be measured and before Chinese labs consistently topped the size ceiling.
What it unlocks
Choosing a base model family or local inference format using measured download and derivative counts rather than launch-week attention.
- Public model repositories grew from 2.43 to 2.96 million; datasets from 711,000 to 1 million
- Qwen-based models account for 151,448 derivatives, 2.6x Meta's footprint
- Models above 70B took 3% of 2026 download volume
- Claude Code held 44.4% of agent traffic to the Hub in July, down from 67.8% in April
- huggingface.co2026-08-14