The five envelopes · Models
Models — the intelligence itself, as an invokable
A model is trained intelligence packaged as something a program can call: send input, get transcription, translation, an embedding, an image, a completion. To an agent, a model is just another invokable — a door with a declared job.
The contract here is the declared task. A model that says it does speech-to-text and states its interface is invokable the same way an API with a spec is; one with no declared task is just weights in a folder. We index models by what they declare and rank by verification and real adoption — downloads, not launch-day noise.
What “verified” means here
A model record is static-verified when it declares a machine-readable task contract (its pipeline tag and interface on its hub) and the record resolves. Officialness means the model lives in its creator's own verified organization namespace. We do not benchmark quality — we verify the contract exists and is honest about what it claims to do.
Honest tiers, always: “not yet verified” is never “failed”. Full methodology →
Top verified models
Ordered by verification score, then adoption — deterministic and explainable. “Top” means most-verified, never most-marketed: rankings are never for sale.
image text to text model · runs with transformers · by allenai.
time series forecasting model · runs with chronos-forecasting · by amazon.
image to image model · runs with diffusers · by black-forest-labs.
image text to text model · runs with transformers · by deepseek-ai.
text generation model · runs with transformers · by deepseek-ai.
text generation model · runs with transformers · by deepseek-ai.
text generation model · runs with transformers · by deepseek-ai.
image text to text model · runs with transformers · by google.
any to any model · runs with transformers · by google.
any to any model · runs with transformers · by google.
any to any model · runs with transformers · by google.
image text to text model · runs with transformers · by google.
image text to text model · runs with transformers · by google.
image text to text model · runs with transformers · by google.
image text to text model · runs with transformers · by google.
Looking for something specific? Ask from the homepage or hit /api/answer?q=… — one verified answer, or an honest no.