Pending benchmarksTracking since Oct 16, 2026
Is GLiClass v4 state of the art?Pending benchmarks.Announced Oct 16, 2026; no independent results yet.
Knowledgator's family of instruction-following classifier encoders, from a 435M Edge model up to a 27B model.
Announced facts
The details so far
- Lab
- Knowledgator
- Announced
- Oct 16, 2026
- API
- Not yet
- Open weights
- Unknown
- Parameters
- 435M (Edge) to 27B
- Focus
- Instruction-following classification
Tags marked unsure are not stated on the lab's own pages.
Next steps
What would let us call it
Verdicts use only independent boards we already track. Two consecutive snapshots are required before any crown.
- Publicly announced with a source
- Usable by the public (API or weights)
- Listed on an independent board we track
- Enough results for a rank in a category
- Holds across two snapshots (crowns only)
Self-reported
What the lab claims
Self-reported. Shown for context; not used in any verdict.
Lab claim: the Edge model scores 47.49 on Knowledgator's own Decision Index (self-reported).
Receipts
Sources
LABKnowledgator announcement on Xx.com/knowledgator/status/2111119574317826489 · Oct 16, 2026Tracking ends Jan 14, 2027 unless the API or weights become available.