Vibeleaderboard

Canonical entities

The labs behind the models

Open any lab for its history, people, models, and our current evidence-backed read.

48 researched organizations

How ranking works +

Labs are ranked only against comparable organizations in their category. Scores weigh model evidence, research influence, release momentum, ecosystem, and trajectory. Independent model scores remain separate in the Model Atlas. Product namespaces, libraries, and unresolved entities remain discoverable in the Model Atlas but are not ranked as labs.

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28 organizations

General model labs

Organizations developing broad foundation-model families across several capabilities or modalities.

14 organizations

Specialist model labs

Organizations concentrated on a domain such as media, retrieval, speech, coding, or applied generation.

2 organizations

Research organizations and projects

Institutes and durable research projects whose influence is not primarily a commercial model catalog.

3 organizations

Platforms and infrastructure

Routers, inference services, and corporate ecosystems that distribute or organize models from multiple sources.

1 organization

Community publishers

Independent and often pseudonymous publishers whose releases are best judged within the community-model ecosystem.

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