Identity
- Type
- company
- Country label
- China
- HQ country
- not in the notes
- Founding country
- not in the notes
- Parent
Ant Group- Parent country
- China
- Country basis
- secondary
Where this comes from
Convention D1: a dual label, HQ first, when the HQ, founding or parent country differ.
Models by Class
Models
ModelClassOpennessParametersReleased
Ling 3.1 Flashreasoning2 Oct 2026
Ling 3.0 Flash VL (Ling-3.0-flash-VL)multimodal LLM10 Sep 2026
Ling 3.0 Flash Fin (Ling-3.0-flash-Fin)LLM27 Aug 2026
Ling 3.0 Flash (Ling-3.0-flash)LLM23 Jul 2026
Ling-1TLLM9 Oct 2025
Ring-flash-2.0reasoning19 Sep 2025
Ling-flash-2.0LLM17 Sep 2025
Ling 2.0LLM–
Ling 3LLM–
Ling-flash-base-2.0LLM–Links
Parent
Ant Groupbig tech, China
Ant Groupbig tech, ChinaOrganisation
inclusionAIcompany, China
inclusionAIcompany, ChinaModels
Ling 3.1 FlashinclusionAI, reasoning
Ling 3.0 Flash VL (Ling-3.0-flash-VL)inclusionAI, multimodal LLM
Ling 3.0 Flash Fin (Ling-3.0-flash-Fin)inclusionAI, LLM
Ling 3.0 Flash (Ling-3.0-flash)inclusionAI, LLM+6 more
Ling 3.1 FlashinclusionAI, reasoning
Ling 3.0 Flash VL (Ling-3.0-flash-VL)inclusionAI, multimodal LLM
Ling 3.0 Flash Fin (Ling-3.0-flash-Fin)inclusionAI, LLM
Ling 3.0 Flash (Ling-3.0-flash)inclusionAI, LLM+6 moreUse Casesnone recorded
Who Runs Itnone recorded
Models 10
Ling 3.0 Flash (Ling-3.0-flash)inclusionAI, LLMDeveloper
Ling 3.0 Flash Fin (Ling-3.0-flash-Fin)inclusionAI, LLMDeveloper
Ling 2.0inclusionAI, LLMDeveloper
Ling 3inclusionAI, LLMDeveloper
Ling-flash-2.0inclusionAI, LLMDeveloper
Ling-flash-base-2.0inclusionAI, LLMDeveloper
Ling 3.0 Flash VL (Ling-3.0-flash-VL)inclusionAI, multimodal LLMDeveloper
Ling 3.1 FlashinclusionAI, reasoningDeveloper
Ling-1TinclusionAI, LLMDeveloper
Ring-flash-2.0inclusionAI, reasoningDeveloperOrganisations 1
Scores
| Benchmark | Model | Score | Who ran it | Setting |
|---|---|---|---|---|
| AIME 2025 | Ling-1T | 70.42 % | vendor-reported | Average over 4,000 output tokens per problem |
| Humanity's Last Exam (HLE) | Ling 3.0 Flash (Ling-3.0-flash) | 22.7 % | vendor-reported | |
| SWE-bench Multilingual | Ling 3.0 Flash (Ling-3.0-flash) | 72.4 % | vendor-reported | |
| SWE-bench Pro | Ling 3.0 Flash (Ling-3.0-flash) | 56.6 % | vendor-reported |
Where this comes from
Every recorded score of this organisation's models, with who ran it. Scores from different settings are not directly comparable.
Sources
- artificialintelligence-news.com/news/trillion-parameter-ai-model-ant-group-li... https://www.artificialintelligence-news.com/news/trillion-parameter-ai-model-ant-group-ling-1t/
- huggingface.co/inclusionAI/Ling-1T https://huggingface.co/inclusionAI/Ling-1T
To cite this page: Project AURION, AI Use-Cases Research & Innovation, "inclusionAI", https://aurion.semai.id/organisations/inclusionai/, records of October 2026.