Ant GroupNEW recently added
- Rank
- Score
- 78/149
- 40 out of 100
Ant Group is a Chinese technology company based in Hangzhou that traces its roots to Alipay, established in 2004. It develops the Ling family of large language models, released openly through inclusionAI, and runs the LingGuang AI assistant and the AQ healthcare app alongside the Alipay digital payment platform.
Is LingGuang safe?
LingGuang scores 40 out of 100 and ranks 78 of 149, and the rating is low confidence. Its strongest category is Privacy, and its weakest category is Transparency.
How is LingGuang scored?
LingGuang is scored out of 100 on Safety (25%), Transparency (25%), Security (25%), and Privacy (25%). See how we score.
Safety framework
Average used24.4This outside rating doesn't cover this company, so the average of the companies it covers is used.
Pre-release testing
0Points for each confirmed yes.
- No
Was the model tested for dangerous capabilities, such as biological, chemical or cyber risks?
Company claim0/50huggingface.co (opens in a new tab) · 2 Nov 2026 - No
Did an outside organisation test the model before release?
Company claim0/50huggingface.co (opens in a new tab) · 2 Nov 2026
Safety test results
Average used74.1This outside rating doesn't cover this company, so the average of the companies it covers is used.
Incident record
Not enough dataProtecting children
50Points for each confirmed yes.
- No
Does the model card report child-safety tests or safeguards?
Company claim0/50huggingface.co (opens in a new tab) · 2 Nov 2026 - Yes
Does the privacy policy set a minimum age, or say the service is not directed at children?
Company claim50/50“我们不会主动收集未满14周岁的未成年人（儿童）的个人信息。”
render.alipay.com (opens in a new tab) · 2 Nov 2026
Model documentation
50Points for each confirmed yes.
- Yes
Does the model card describe what the model can do?
Company claim25/25“We're introducing Ling-3.1-flash, an upgraded native hybrid reasoning model designed for complex, real-world tasks.”
huggingface.co (opens in a new tab) · 2 Nov 2026 - Yes
Does the model card report test results?
Company claim25/25“Evaluation” (results shown as an image on the source page)
huggingface.co (opens in a new tab) · 2 Nov 2026 - No
Does the model card state the model's limitations?
Company claim0/25huggingface.co (opens in a new tab) · 2 Nov 2026 - No
Does the model card describe safety safeguards?
Company claim0/25huggingface.co (opens in a new tab) · 2 Nov 2026
Training-data disclosure
Average used29.9This outside rating doesn't cover this company, so the average of the companies it covers is used.
Independent transparency index
Average used40.7This outside rating doesn't cover this company, so the average of the companies it covers is used.
Transparency reports
Average used25This outside rating doesn't cover this company, so the average of the companies it covers is used.
Public safety commitments
0Average of the commitments signed.
- No
Has it signed the EU code of practice for general-purpose AI?
Company claim0/100European Commission (opens in a new tab) · 14 Oct 2026 - No
Did it sign only the safety and security chapter?
Company claim0/50European Commission (opens in a new tab) · 14 Oct 2026 - No
Has it signed the Frontier AI Safety Commitments (Seoul 2024)?
Company claim0/100Frontier AI Safety Commitments (opens in a new tab) · 14 Oct 2026
Security programme and certifications
34Points for each confirmed yes.
- Yes
Is there a way to report security flaws, such as a bug bounty?
Company claim34/34“凡发现蚂蚁集团旗下产品或业务的安全漏洞，直接提交至AFSRC并得到确认，除可获得常规奖励外，如对蚂蚁集团安全提升价值较大，年度有机会与安全行业大佬面对面交流讨论。”
- No
Does it state it holds a SOC 2 Type II report?
Company claim0/33No document found - No
Does it state it holds ISO 27001 certification?
Company claim0/33No document found
Software vulnerabilities
Not enough dataData breaches
Not enough dataClear privacy policy
100Points for each confirmed yes.
- Yes
Does the privacy policy say what personal data is collected?
Company claim20/20“您使用灵光发起对话、输入或上传内容、发送指令时，为向您提供更具有相关性的信息内容、完成您发出的操作指令或者任务，我们将收集您与灵光进行交互过程中所输入的内容（包括但不限于文本、语音、图片具体以您实际输入和功能实际支持为准）并对前述信息进行分析与计算，以便于更好地理解您输入的内容和…” MoreLess
“您使用灵光发起对话、输入或上传内容、发送指令时，为向您提供更具有相关性的信息内容、完成您发出的操作指令或者任务，我们将收集您与灵光进行交互过程中所输入的内容（包括但不限于文本、语音、图片具体以您实际输入和功能实际支持为准）并对前述信息进行分析与计算，以便于更好地理解您输入的内容和指令，向您提供相关信息内容的检索、分析、总结和回答以及完成对应操作任务。”
render.alipay.com (opens in a new tab) · 2 Nov 2026 - Yes
Does the privacy policy say whether your data is used to train AI?
Company claim20/20“请放心，所有您输出和上传的内容仅为提供内容检索或生成及必要安全过滤之目的处理和使用，不会超出本政策范围处理，相关内容不会对外提供给第三方，也不会用于识别或关联您的个人身份。”
render.alipay.com (opens in a new tab) · 2 Nov 2026 - Yes
Does the privacy policy say how long data is kept?
Company claim20/20“我们仅在为您提供服务目的所必需期间和法律法规及监管规定的期限内保存您的个人信息，例如： （1）手机号码：您使用手机号码注册登录时，我们需要持续保留您的手机号码，以便于向您提供正常的服务、应对您可能的查询和客诉，并保障您的账号和系统安全。”
render.alipay.com (opens in a new tab) · 2 Nov 2026 - Yes
Does the privacy policy say who your data is shared with?
Company claim20/20“为了提升信息处理效率与处理准确性，我们可能会将部分服务（如图像处理服务）委托有能力的关联公司或其他专业技术服务提供者开发并代表我们处理相关信息。”
render.alipay.com (opens in a new tab) · 2 Nov 2026 - Yes
Does the privacy policy explain your privacy rights?
Company claim20/20“我们非常重视您对个人信息的管理，并尽全力保护您对于个人信息的查阅、复制、更正、补充、删除、撤回同意授权、注销账号、投诉举报以及设置隐私功能等权利，以使您有能力保障您的隐私和信息安全。”
render.alipay.com (opens in a new tab) · 2 Nov 2026
Training-data defaults
0100 if training is opt-in only, 50 if you can opt out, 0 if neither.
- No
Is your data used for training only if you opt in?
Company claim0/100render.alipay.com (opens in a new tab) · 2 Nov 2026 - No
Can you stop your data being used for training?
Company claim0/50render.alipay.com (opens in a new tab) · 2 Nov 2026
Export and delete your data
100Points for each confirmed yes.
- Yes
Can you get a copy of your data?
Company claim50/50“我们非常重视您对个人信息的管理，并尽全力保护您对于个人信息的查阅、复制、更正、补充、删除、撤回同意授权、注销账号、投诉举报以及设置隐私功能等权利，以使您有能力保障您的隐私和信息安全。”
render.alipay.com (opens in a new tab) · 2 Nov 2026 - Yes
Can you delete your data?
Company claim50/50“当您注销完成后，我们将删除您的个人信息或对其进行匿名化处理，但如相关个人信息按照法律法规规定的保存期限未届满或者其他依法不适宜删除的情形，我们将停止除存储和采取必要的安全保护措施之外的处理。”
render.alipay.com (opens in a new tab) · 2 Nov 2026
Privacy fines
Not enough dataIndependent privacy ratings
Average used52.9This outside rating doesn't cover this company, so the average of the companies it covers is used.
Risk governance
Average used26.6This outside rating doesn't cover this company, so the average of the companies it covers is used.
Regulator actions
Not enough dataCourt judgments
Not enough dataPrivacy contact and complaints
50Points for each confirmed yes.
- Yes
Is there a privacy contact, such as an email or a data protection officer?
Company claim50/50“个人信息保护负责人邮箱：privacy-protection-officer@service.alipay.com”
render.alipay.com (opens in a new tab) · 2 Nov 2026 - No
Does it tell you that you can complain to a regulator?
Company claim0/50render.alipay.com (opens in a new tab) · 2 Nov 2026
Score history
Newest first. Only days when the score changed are listed.
2 Nov 2026
Score 40
Method 2 Nov 2026
-