Releases

Scheduled distillation. Not real-time claims.

Monthly current-events variants ship with coverage windows, freeze dates, and release notes. The base model stays stable.

Text inference$0.25 / 1M input

Tool calls$0.015 / call

Image generation$0.08 / image

Releases

Models age. Releases shouldn't.

Toolkit ships dated distillation variants with monthly knowledge updates. Each release has a coverage window, a freeze date, and release notes.

Monthly distillation covering US policy, economic indicators, and major public events through February 2026.

Domain variant for US policy and civics. Neutral, direct responses on government structure, legislation, and electoral process.

Prior monthly distillation. Kept visible so knowledge recency claims stay concrete and inspectable.

Stability

toolkit-llm-base is the stable production model. It does not silently update. Distillation variants ship alongside it, never in place of it.

Cadence

Each current-events variant covers a dated window and freezes on a published date. No vague freshness promises.

Transparency

The current and previous distillation releases are both listed so you can inspect exactly what changed and when.

tk_

Run your prompt against the benchmark wall, compare the output, and switch when the evidence is obvious.