Ant Ling open-sources Ling-3.1-flash-1019 and Ling-3.1-flash-base under MIT license
Overview
Ant Group's Ling team has open-sourced Ling-3.1-flash-1019, an update to Ling-3.1-flash, along with the base model Ling-3.1-flash-base, under the MIT license on Hugging Face.
Artificial Analysis reports the model scores 44 on its Intelligence Index v4.3, up from 41, with AA-Briefcase Elo at 1521 and Humanity's Last Exam at 43%. Artificial Analysis also reports the model uses over 40% more output tokens per task, raising cost to $1.49 per task. Pricing is $0.30 per 1M input tokens and $0.90 per 1M output tokens. The model has 560B total and 25B active parameters and a 1M-token context window, which ModelScope says requires a suitable long-context serving configuration. Ant says the base model ships with BF16 weights for continued pretraining and post-training. Ant Ling earlier said API access was coming soon, and no API release date has been reported.
Written by AI from the articles below · updated Oct 28, 3:22 AM ET
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Developments
3 developments
- Oct 28, 12:04 AM ET · 2 articlesAnt Group's Ling opens Ling-3.1-flash-1019 and Ling-3.1-flash-basePandaily: Ant Group open-sources Ling-3.1-flash-1019 and its base model for personal agents
- Oct 27, 1:46 AM ET · 4 articlesinclusionAI releases upgraded Ling-3.1-flash-1019 model on Hugging FaceinclusionAI (Ant Ling) · new models on Hugging Face: Ling-3.1-flash-1019 upgrades reasoning and agentic benchmark scores
- Oct 22, 7:10 AM ET · 1 articleAnt Ling introduces Ling-3.1-flash-1019 with higher benchmark scoresAnt Ling: Ant Ling releases Ling-3.1-flash-1019 with higher agentic benchmark scores
Article timeline
The articles in this story. Times are ET.
- PandailyNewsAnt Group open-sources Ling-3.1-flash-1019 and its base model for personal agents
AIAnt Group's Ling team has open-sourced Ling-3.1-flash-1019, an updated version of Ling-3.1-flash, and its base model Ling-3.1-flash-base under the MIT license on Hugging Face. The update adds post-training aimed at reasoning, tool use and multi-step execution, and scores 44 on the Artificial Analysis Intelligence Index v4.3.2, up three points, according to the source. Ant says the base model beat DeepSeek-V4-Pro-Base and MiMo-V2.5-Pro-Base on 32 of 47 benchmarks in its own testing.
- QbitAINewsAnt's Ling-3.1-flash-1019 open-sourced for personal agent tasks
AIAnt Group's Bailing (Ling) model series open-sources Ling-3.1-flash-1019, which scores 44 on Artificial Analysis Intelligence Index v4.3.2, up 3 points from the prior version. Ant also open-sources its base model Ling-3.1-flash-base, a hybrid linear MoE with about 560B total parameters and about 25B active per token, under an MIT license with BF16 weights. The 1019 version targets personal agent workflows, raising AutomationBench-AA from 62% to 68% and CritPt from 18% to 26%.
ModelScope@ModelScope2022OfficialModelScope introduces Ling-3.1-flash-1019, a 560B open-weight MoE modelAIModelScope announces Ling-3.1-flash-1019, a 560B open-weight mixture-of-experts model with 25B active parameters per token and support for up to 1M context. It reports gains over its predecessor Ling-3.1-flash: AA-Briefcase Elo rises from about 1400 to 1524, AutomationBench-AA from 62% to 68%, and Artificial Analysis Intelligence Index v4.3.2 from 41 to 44. The model is released under the MIT License, and reaching full 1M context requires an appropriate long-context serving configuration.

Artificial Analysis@ArtificialAnlysOfficialAnt Ling 3.1 Flash 1019 scores 44 on Intelligence Index, up from 41AIAnt Group's AntLingAGI releases Ling 3.1 Flash 1019, an open-weights update with 560B total and 25B active parameters and a 1M-token context window. It scores 44 on the Artificial Analysis Intelligence Index v4.3, up from 41 for Ling 3.1 Flash, and posts gains on AA-Briefcase (Elo 1521, up from 1397) and Humanity's Last Exam (43%, up from 39%). It uses over 40% more output tokens per task, raising cost to $1.49 per task, and is priced at $0.30 per 1M input tokens and $0.90 per 1M output tokens under the MIT license.

Ant Ling@AntLingAGIOfficialAnt Ling open-sources Ling-3.1-flash-1019, scoring 44 on AA indexAIAnt Ling has open-sourced Ling-3.1-flash-1019, which scores 44 on the Artificial Analysis Intelligence Index v4.3.2, up from 41 for Ling-3.1-flash. The company is also releasing Ling-3.1-flash-base as an open foundation for further training.

- inclusionAI (Ant Ling) · new models on Hugging FaceOfficialLing-3.1-flash-1019 upgrades reasoning and agentic benchmark scores
AIinclusionAI 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.
Ant Ling@AntLingAGIOfficialAnt Ling releases Ling-3.1-flash-1019 with higher agentic benchmark scoresAIAnt Ling introduces Ling-3.1-flash-1019, which scores 44 on the Artificial Analysis Intelligence Index, up from 41 for Ling-3.1-flash. The model gains on agentic tasks, with AA-Briefcase rising from about 1400 to 1524 Elo and AutomationBench-AA from 62% to 68%. API access and open weights are coming soon.

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