BitFan
Public Service Atlas for Bittensor
BitFan
Albedo lets users try the current best compact model from a public compression competition and lets researchers submit improved smaller models.
What the product actually does: Albedo runs a public competition to produce smaller models that imitate a larger reference model as closely as possible. The official repository now states that the reference model changed to Kimi-K2.6 on 2026-05-02. The real target user: Model-compression researchers, open-model hobbyists, and technically sophisticated developers interested in distillation and benchmark design. What is already usable today versus what is still incomplete: Usable now: public dashboard, chat surface, docs, API/data surfaces, and open repository. Still incomplete: commercial packaging, enterprise support clarity, and independently verified end-user adoption. How people access it: Through the dashboard, public chat link, and repository/docs. Product maturity in practical terms: Albedo is clearly live as a research and evaluation product. The open public chat and benchmark surface make that obvious.
The real target user: Model-compression researchers, open-model hobbyists, and technically sophisticated developers interested in distillation and benchmark design.
Verified traction/adoption/users/customers: No reliable public source found for conventional user counts or paid customers.
Distil is differentiated mainly by its subnet-specific role: Distil lets users try the current best compact model from a public compression competition and lets researchers submit improved smaller models.
Distil should be evaluated first through its official demo or platform link, then judged against the evidence gaps listed above.
