Is Ling-3.1-flash-1019 state of the art?Pending benchmarks.Announced Oct 22, 2026; no independent results yet.
A new checkpoint of Ant Ling's Ling-3.1-flash from Ant Group's InclusionAI, aimed at agentic work. The lab says API access and open weights are coming soon; neither is available yet.
The details so far
- Lab
- Ant Ling (InclusionAI, Ant Group)
- Announced
- Oct 22, 2026
- API
- Not yet
- Open weights
- Announced, not yet published
- Relation
- New checkpoint of Ling-3.1-flash (tracked separately; its scores are not shared)
- Focus
- Agentic work (lab post)
- API
- Coming soon (lab post)
- Weights
- Coming soon (lab post)
Tags marked unsure are not stated on the lab's own pages.
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)
What the lab claims
Self-reported. Shown for context; not used in any verdict.
Lab claim: 44 on the Artificial Analysis Intelligence Index, up from 41 for Ling-3.1-flash.
Lab claim: AA-Briefcase up from about 1400 to 1524 Elo, and AutomationBench-AA from 62% to 68%, versus Ling-3.1-flash.
Sources
LABInclusionAI announcement on Xx.com/TheInclusionAI/status/2113281421074981220 · Oct 22, 2026Compare when it lands
Unscored: the earlier checkpoint, Ling-3.1-flash. A scored comparison appears once both are on a shared board.
Tracking ends Jan 20, 2027 unless the API or weights become available.