
Meituan
- Rank
- Score
- 85/149
- 38 out of 100
Meituan is a Chinese technology company headquartered in Beijing that runs a platform for local services such as food delivery. Founded in 2010 by Wang Xing, it develops the LongCat family of large language models, first released as open source with LongCat-Flash-Chat.
Is LongCat safe?
LongCat scores 38 out of 100 and ranks 85 of 149, and the rating is low confidence. Its strongest category is Privacy, and its weakest category is Safety.
How is LongCat scored?
LongCat 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) · 20 Oct 2026 - No
Did an outside organisation test the model before release?
Company claim0/50huggingface.co (opens in a new tab) · 20 Oct 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
0Points for each confirmed yes.
- No
Does the model card report child-safety tests or safeguards?
Company claim0/50huggingface.co (opens in a new tab) · 20 Oct 2026 - No
Does the privacy policy set a minimum age, or say the service is not directed at children?
Company claim0/50longcat.chat privacy policy (opens in a new tab) · 20 Oct 2026
Model documentation
75Points for each confirmed yes.
- Yes
Does the model card describe what the model can do?
Company claim25/25“LongCat-2.0 is deeply integrated with mainstream harnesses such as Claude Code, OpenClaw, and Hermes, delivering strong performance across c…” MoreLess
“LongCat-2.0 is deeply integrated with mainstream harnesses such as Claude Code, OpenClaw, and Hermes, delivering strong performance across code understanding, repository-level edits, automated task execution, and agentic workflows - providing developers with a more stable and efficient collaborative experience.”
huggingface.co (opens in a new tab) · 20 Oct 2026 - Yes
Does the model card report test results?
Company claim25/25“Benchmark: Terminal-Bench 2.1, LongCat-2.0: 70.8, Gemini 3.1 Pro: 70.7*, GPT-5.5: 73.8*, Claude Opus 4.6: -, Claude Opus 4.7: 71.7*, Claude…” MoreLess
“Benchmark: Terminal-Bench 2.1, LongCat-2.0: 70.8, Gemini 3.1 Pro: 70.7*, GPT-5.5: 73.8*, Claude Opus 4.6: -, Claude Opus 4.7: 71.7*, Claude Opus 4.8: 78.9*”
huggingface.co (opens in a new tab) · 20 Oct 2026 - Yes
Does the model card state the model's limitations?
Company claim25/25“Developers should take into account the known limitations of large language models, including performance variations across different langua…” MoreLess
“Developers should take into account the known limitations of large language models, including performance variations across different languages, and carefully assess accuracy, safety, and fairness before deploying the model in sensitive or high-risk scenarios.”
huggingface.co (opens in a new tab) · 20 Oct 2026 - No
Does the model card describe safety safeguards?
Company claim0/25huggingface.co (opens in a new tab) · 20 Oct 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“诚邀安全专家入驻美团SRC,帮助我们提升产品和业务的安全性!”
security.meituan.com security page (opens in a new tab) · 23 Oct 2026 - 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“We will collect, process and store personal information about you which will include: • your telephone number and account passwords when you…” MoreLess
“We will collect, process and store personal information about you which will include: • your telephone number and account passwords when you use our services and register an account; • Inputs content when you interact with our Services in a variety of formats, including but not limited to chat, files, etc; • Feedback on your use of our Services; • your usage information; • communication information when you communicate with us for customer service; • log and troubleshooting information; • your device information; • cookies and similar technologies; • Other Information You Provide.”
longcat.chat privacy policy (opens in a new tab) · 20 Oct 2026 - Yes
Does the privacy policy say whether your data is used to train AI?
Company claim20/20“For example, we use data, which is typically de-identified, to better understand our customers' needs and to train and optimize AI models, w…” MoreLess
“For example, we use data, which is typically de-identified, to better understand our customers' needs and to train and optimize AI models, which may influence the development of new products.”
longcat.chat privacy policy (opens in a new tab) · 20 Oct 2026 - Yes
Does the privacy policy say how long data is kept?
Company claim20/20“We only keep your information for as long as is reasonably necessary for the purposes set out in this privacy policy and to fulfil our legal…” MoreLess
“We only keep your information for as long as is reasonably necessary for the purposes set out in this privacy policy and to fulfil our legal obligations.”
longcat.chat privacy policy (opens in a new tab) · 20 Oct 2026 - Yes
Does the privacy policy say who your data is shared with?
Company claim20/20“• We may also disclose your personal information if we are required to do so by law or requested to do so by a law enforcement agency.”
longcat.chat privacy policy (opens in a new tab) · 20 Oct 2026 - Yes
Does the privacy policy explain your privacy rights?
Company claim20/20“In addition to the above rights, you also have the right to object to certain types of processing, in certain circumstances.”
longcat.chat privacy policy (opens in a new tab) · 20 Oct 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 claim0/100longcat.chat privacy policy (opens in a new tab) · 20 Oct 2026 - No
Can you stop your data being used for training?
Company claim0/50longcat.chat privacy policy (opens in a new tab) · 20 Oct 2026
Export and delete your data
100Points for each confirmed yes.
- Yes
Can you get a copy of your data?
Company claim50/50“You have the right to obtain and reuse your personal data in a structured, commonly used and machine readable format in certain circumstance…” MoreLess
“You have the right to obtain and reuse your personal data in a structured, commonly used and machine readable format in certain circumstances.”
longcat.chat privacy policy (opens in a new tab) · 20 Oct 2026 - Yes
Can you delete your data?
Company claim50/50“This is also known as the right to be forgotten and, in simple terms, enables you to request the deletion or removal of your information whe…” MoreLess
“This is also known as the right to be forgotten and, in simple terms, enables you to request the deletion or removal of your information where there is no compelling reason for us to keep using it.”
longcat.chat privacy policy (opens in a new tab) · 20 Oct 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“Our contact details are: Contact details for your Data Protection Officer: privacy@meituan.com”
longcat.chat privacy policy (opens in a new tab) · 20 Oct 2026 - No
Does it tell you that you can complain to a regulator?
Company claim0/50longcat.chat privacy policy (opens in a new tab) · 20 Oct 2026
Score history
Newest first. Only days when the score changed are listed.
28 Oct 2026
Score 38
Method 28 Oct 2026, update 2
+1
23 Oct 2026
Score 37
Method 21 Oct 2026
+3 · Data fix
21 Oct 2026
Score 34
Method 21 Oct 2026
-3 · Method update
20 Oct 2026
Score 37
Method Not recorded
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