Status · Availability and limitations

Status, availability and limitations.

No component described on this website is generally available. This page lists the current state of each component and the technical limitations we know about.

Current status

Where each component stands.

Adil Eco V1.1 Research candidate: Research release candidate. Release decision: no-go. Not available.
Adil Core V1 Planned: Planned. Training has not begun.
Adil Boost V1 Planned: Planned. Training has not begun.
Local gateway and SDKs Developer preview: Developer preview in engineering. Not published.
Tool calling Not yet available: Under repair and qualification. Not available.
MCP and A2A agent integration Planned: Planned. Not implemented.
Deployment options Planned: On-device use is the path used in development; self-hosted servers, VPS and private cloud are planned.
Downloads Not yet available: None. No model, runtime or SDK has been released for download.
Accounts Planned: Invite-only for testing. No public registration.

Release notes

Release notes.

Newest first.

Benchmarks: an internally conducted comparative engineering benchmark of the Adil Eco V1.1 candidate is published, with its conditions and limits; it is not independent third-party certification.
Website: the Adil Eco, Core and Boost model family, with deployment options, SDK, tools and agents, benchmarks, downloads, accounts and status pages; earlier model addresses redirect to the current model pages.
Adil Eco V1.1 candidate: the sealed acceptance gate failed (4.16 against a required 5 percentage points); release decision no-go; a fresh sealed acceptance evaluation is prepared but has not been run.
SDK developer preview: local gateway with Python and TypeScript SDKs; tool calling under repair; tool_choice set to required will not be supported for Adil Eco V1.1.
Adil Core and Adil Boost: planned; training has not begun.

Before anything is released

What a release still needs.

A one-time acceptance evaluation of an Eco candidate on a fresh sealed test set, prepared but not yet run
Tool calling through the SDK: repair, then qualification on the release model
Measurements on an approved x86 laptop-class host; ThinkPad T480 performance is unverified
Licence decisions for the model, the runtime and the SDKs
Owner approval of the release

Technical limitations

Known technical limitations.

Adil Eco is a small model and will make mistakes; check its output, especially calculations and factual answers
Measurements exist for one Apple M1 host only; other hosts are unverified
8K context by default; 16K is experimental and limited, with about 128 seconds to the first token on the Apple M1
Output is not guaranteed to be identical for repeated requests with fixed settings
One request is processed at a time per runtime
Linux and Windows are untested
No independent benchmark, security certification or audit exists