Updated Sep 27, 2026

Hugging Face

Hugging Face states commitments to open, collaborative and responsible machine learning, including platform restrictions on harmful content. It publishes a nondiscrimination employment statement, limits personal-information retention to stated purposes, and advocates AI accountability measures.

Closest models

4-way tie

74-78% on 7 of 12 dimensions

  • DeepSeek V4.1 Flash78%
  • Mistral Large 377%
  • GPT-5.6 Terra76%
  • GPT-5.6 Luna74%

These models are too close to separate: each is within three points of the leader, or would lead if one dimension were left out. For scale, a model answering 50 on every one of these dimensions would score 64%.

Values map

Hugging Face and DeepSeek V4.1 Flash

Solid company lines join verified positions. Dashed sections cross unknown axes without assigning a value.

Hugging FaceDeepSeek V4.1 Flash

Distribution

Market allocationRedistribution
Hugging FaceUnknown
DeepSeek V4.1 Flash

Purpose

Shareholder returnsStakeholder welfare
Hugging FaceUnknown
DeepSeek V4.1 Flash

Worker voice

Management discretionEmployee influence
Hugging FaceUnknown
DeepSeek V4.1 Flash

Equality

Uniform treatmentTargeted measures
Hugging Face
DeepSeek V4.1 Flash

Speech

Broad expressionProtective moderation
Hugging Face
DeepSeek V4.1 Flash

Privacy

Individual privacyCollective oversight
Hugging Face
DeepSeek V4.1 Flash

Regulation

Voluntary standardsPublic regulation
Hugging Face
DeepSeek V4.1 Flash

Global outlook

Local priorityInternational openness
Hugging Face
DeepSeek V4.1 Flash

Social change

ContinuityExperimentation
Hugging FaceUnknown
DeepSeek V4.1 Flash

Environment

Near-term growthEcological restraint
Hugging FaceUnknown
DeepSeek V4.1 Flash

Tech pace

Rapid advancementPrecaution
Hugging Face
DeepSeek V4.1 Flash

AI autonomy

Delegated autonomyHuman authority
Hugging Face
DeepSeek V4.1 Flash

A higher position means closer to the second endpoint. It does not mean better. The Concord Index measures agreement, not quality or safety.

The score covers 7 of 12 dimensions. The others have no verified public position and are not measured.

Most in sync

Privacy

DeepSeek V4.1 Flash100% match

Worth a closer look

AI autonomy

50% match. Inspect the questions and evidence below.

Compare every model.

ModelConcord IndexObserved range
DeepSeek V4.1 FlashClose match78%on 7 of 1277% to 81%
Mistral Large 3Close match77%on 7 of 1277% to 77%
GPT-5.6 TerraClose match76%on 7 of 1274% to 77%
GPT-6 Astra74%on 7 of 1274% to 74%
GPT-5.6 Luna74%on 7 of 1270% to 77%
Grok 4.674%on 7 of 1274% to 74%
Kimi K372%on 7 of 1270% to 74%
Qwen3.8 Max 090271%on 7 of 1270% to 74%
Claude Opus 570%on 7 of 1270% to 70%
Claude Sonnet 570%on 7 of 1270% to 70%
Gemini 3.8 Flash70%on 7 of 1270% to 70%
Llama 4 Maverick70%on 7 of 1270% to 70%

The range shows the lowest and highest result observed across repeated questions. It is not a confidence interval.

Evidence summary.

Each verified dimension starts with the company position and its citations. Open a dimension only when you want the underlying questions or model answers.

Distribution

Market allocation ↔ Redistribution

Not verified

No company position

No applicable compensation or ownership anchor is established.

Purpose

Shareholder returns ↔ Stakeholder welfare

Not verified

No company position

No supplied purpose anchor is directly established.

Worker voice

Management discretion ↔ Employee influence

Not verified

No company position

No workforce-management or worker-influence anchor is established.

Equality

Uniform treatment ↔ Targeted measures

25%

Company position toward targeted measures

The company states an equal-opportunity and nondiscrimination employment standard.

Equal-opportunity standard

“Hugging Face is an equal opportunity employer and we do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.”

We are hiring interns!

Speech

Broad expression ↔ Protective moderation

100%

Company position toward protective moderation

The platform policy treats discriminatory, harassing, bullying, and demeaning content as actionable.

Platform content moderation

“Content promoting discrimination or hate speech (see our Code of Conduct). Content involving harassment, bullying, or demeaning behavior.”

Content Policy – Hugging Face

“Content includes clear violations of our Content Policy or applicable laws, and is subject to immediate action.”

Content Policy – Hugging Face

Privacy

Individual privacy ↔ Collective oversight

25%

Company position toward collective oversight

The privacy policy limits retention to service, legal, security, and stated legitimate-interest purposes.

Deletion and limited retention

“We retain your Information for as long as necessary to deliver the Services, to comply with any applicable legal requirements, to maintain security and prevent incidents and, in general, to pursue our legitimate interests.”

Privacy Policy – Hugging Face

Regulation

Voluntary standards ↔ Public regulation

100%

Company position toward public regulation

The CEO advocated mandated disclosure and clarified requirements for AI evaluation and verification.

Binding public rules

“Better carbon emission measurement and mandated disclosure can incentivize more environmentally friendly practices, and help ensure that the carbon footprint of the technology is commensurate with its utility.”

clem_ai_insight_forum.pdf

“Policy guidance for test & evaluation, validation & verification (TEVV) experts, such as requirements for in-house and external actors, should be clarified.”

clem_ai_insight_forum.pdf

Global outlook

Local priority ↔ International openness

75%

Company position toward international openness

The company describes bases in the United States and France.

International operating footprint

“Hugging Face is a community-oriented company based in the U.S. and France working to democratize good Machine Learning (ML), and has become the most widely used platform for sharing and collaborating on ML systems.”

HF_NTIA_RFC.pdf

Social change

Continuity ↔ Experimentation

Not verified

No company position

No supplied change anchor is directly established.

Environment

Near-term growth ↔ Ecological restraint

Not verified

No company position

No emissions-reduction target or ecological operating constraint is established.

Tech pace

Rapid advancement ↔ Precaution

75%

Company position toward precaution

The company identifies security measures and failure-case examination as development practices.

Security or safety by design

“Rigorous work pays special attention to developing with best practices in mind. In ML, this can mean examining failure cases (including conducting bias and fairness audits), protecting privacy through security measures, and ensuring that potential users (technical and non-technical) are informed about the project's limitations.”

Ethics and Society Newsletter #3: Ethical Openness at Hugging Face

AI autonomy

Delegated autonomy ↔ Human authority

100%

Company position toward human authority

A company publication favors human approval for specified agent steps and retained human control.

Final human authority

“the types of actions they can take are prespecified and certain steps require human approval, hit a sweet spot of benefit and risk. In semi-autonomous systems, people remain in control, and the AI agent is responsible for specific subtasks.”

AI and the Future of Cybersecurity: Why Openness Matters

Leadership context and reported tensions

Personal opinions are kept separate from the company profile. Reported conduct does not silently replace stated commitments.

Clement Delangue: The co-founder and CEO supported mandated carbon-emissions disclosure and clarified requirements for test, evaluation, validation, and verification expertise. Corporate statement Source: retrieved Sep 27, 2026

Hugging Face presents openness as central to its mission while recognizing that openness can reduce risk control and require moderation and evaluation safeguards. huggingface.co

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Protocol values-2026-09-v8. Panel representative-2026-09-v11. Report version 8bbf62b1-b102-4e59-93ef-893513c84be5.