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For the most popular models, the Artifacts Hub allows users to quickly compare frontier intelligence, adoption, and related generations through metrics like the Artificial Analysis Intelligence Index and relative adoption metric (RAM) scores.
For top models the Hub shows how far behind a model was on frontier intelligence, compares Hugging Face and Open Router adoption, and offers RAM (relative adoption metric) and VAIL similarity index data, as exemplified by GLM-5.2. ✦ AI generated
Interconnects (article author) · Interconnects · 2026-08-03 · original ↗
For the most popular models, the Hub let's you quickly see how far behind the model was in terms of frontier intelligence based on Artificial Analysis's Intelligence Index, compare Hugging Face and Open Router adoption to similar models, glance at relative adoption metric (RAM) scores for time-size normalized downloads, or look at the VAIL similarity index of models with related generations. A snapshot for what you'd see for something like GLM-5.2 is below.
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extends → We are expanding our open-models coverage into standalone projects that let you go deeper on the state of the open model ecosystem, introducing two free data sources: the Artifacts Hub and our Adoption Dashboard.Interconnects (article author) · Interconnectsextends → The Artifacts Hub covers 792 models released in the last two years and lets users go deeper on analysis in collaboration with Project VAIL.Interconnects (article author) · Interconnectsgives example → Interconnects is expanding its primary efforts on Interconnects — release recaps for popular models and the monthly Artifacts Log round-up — by building on the tools and internal data collected for projects like The ATOM Project, capturing an ecosystem view of open models and understanding adoption of giant MoE models.Interconnects (article author) · Interconnects