Hugging Face — AI Stack Rating 2026
Hugging Face has a Nerq AI Rating of A (80/100), based on analysis of 36 identified AI tools. No critical issues detected. Industry: ai_platform. Last analyzed June 2026.
80
AI Score
36
AI Tools
0
Critical
0
Warnings
0
Dependencies
AI Stack Overview
| Tool | Trust Score | Grade | Category |
|---|---|---|---|
| openai | 82 | A | coding |
| litellm | 78 | B | infrastructure |
| pytorch-image-models | 73 | B | AI tool |
| torch | 72 | B | AI framework |
| onnx | 72 | B | AI tool |
| deepspeed | 72 | B | AI tool |
| trl | 72 | B | AI tool |
| course | 72 | B | AI tool |
| onnxruntime | 72 | B | AI tool |
| sentence-transformers | 72 | B | other |
| vllm | 72 | B | AI tool |
| datasets | 72 | B | AI tool |
| transformers.js | 72 | B | AI tool |
| transformers | 72 | B | AI framework |
| scikit-learn | 72 | B | AI tool |
| wandb | 72 | B | AI tool |
| accelerate | 72 | B | AI tool |
| ai-deadlines | 71 | B | AI tool |
| swift-transformers | 71 | B | infrastructure |
| huggingface.js | 71 | B | other |
Predictions
| Components at risk (6 months) | 0 |
| Predicted incidents (12 months) | 0.0 |
| Weakest link | hf-agents (trust: 50) |
Industry Comparison
| Entity | Rating | Score | Tools |
|---|---|---|---|
| Replicate | BB | 64 | 20 |
| Together AI | B | 54 | 2 |
| Anyscale | B | 49 | 3 |
Methodology
Based on analysis of public GitHub repositories, published dependencies, and public documentation. Ratings reflect publicly observable AI stack health and may not represent the complete internal technology stack.
Frequently Asked Questions
What AI tools does Hugging Face use?
Based on public repository analysis, Hugging Face uses 36 AI tools including openai, litellm, pytorch-image-models.
Is Hugging Face's AI safe?
Hugging Face has a Nerq AI Rating of A (80/100). No critical issues detected.
What is Hugging Face's AI risk level?
AI risk rating: A. Low risk.
How does Hugging Face compare to competitors?
View industry comparison at nerq.ai/industry/ai-platform.
Does Hugging Face have AI vulnerabilities?
0 critical issues and 0 health warnings detected across 36 AI tools.
curl nerq.ai/v1/entity/saas/huggingface