# Ling-3.1-flash-1019 upgrades reasoning and agentic benchmark scores

> Original title: inclusionAI/Ling-3.1-flash-1019

- Source: inclusionAI (Ant Ling) · new models on Hugging Face
- Published: 2026-10-27T05:46:51.000Z
- Bad Influence: https://badinfluence.news/items/g5g30lhly0y6hnxhwnabfzvc6
- Original: https://huggingface.co/inclusionAI/Ling-3.1-flash-1019

## Summary

inclusionAI releases Ling-3.1-flash-1019, an upgrade of Ling-3.1-flash with 560B total parameters, 25B active per token and a 1M-token context window. The model's AA-Briefcase score rises from about 1400 to 1524 Elo, AutomationBench-AA climbs from 62% to 68%, and it scores 44 on the Artificial Analysis Intelligence Index v4.3.2, up from 41.