Scale AI — AI Risk Rating 2026
Scale AI has a Nerq AI Rating of BBB (73/100), based on analysis of 28 identified AI tools. No critical issues detected. Industry: ai_data. Last analyzed June 2026.
73
AI Score
28
AI Tools
0
Critical
0
Warnings
0
Dependencies
AI Stack Overview
| Tool | Trust Score | Grade | Category |
|---|---|---|---|
| langchain | 88 | A | coding |
| openai | 82 | A | coding |
| litellm | 78 | B | infrastructure |
| modal | 74 | B | coding |
| anthropic | 73 | B | coding |
| sentence-transformers | 72 | B | other |
| vllm | 72 | B | AI tool |
| datasets | 72 | B | AI tool |
| transformers | 72 | B | AI framework |
| scikit-learn | 72 | B | AI tool |
| wandb | 72 | B | AI tool |
| llm-engine | 71 | B | AI tool |
| tokenizers | 69 | C | other |
| langsmith | 64 | C | security |
| optuna | 64 | C | coding |
| docling | 63 | C | coding |
| cohere | 62 | C | |
| safetensors | 60 | C | other |
| together | 56 | D | devops |
| pillow | 54 | D | infrastructure |
Predictions
| Components at risk (6 months) | 0 |
| Predicted incidents (12 months) | 0.0 |
| Weakest link | swe-bench_pro-os (trust: 50) |
Industry Comparison
| Entity | Rating | Score | Tools |
|---|---|---|---|
| Labelbox | CCC | 30 | 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 Scale AI use?
Based on public repository analysis, Scale AI uses 28 AI tools including langchain, openai, litellm.
Is Scale AI's AI safe?
Scale AI has a Nerq AI Rating of BBB (73/100). No critical issues detected.
What is Scale AI's AI risk level?
AI risk rating: BBB. Moderate risk.
How does Scale AI compare to competitors?
View industry comparison at nerq.ai/industry/ai-data.
Does Scale AI have AI vulnerabilities?
0 critical issues and 0 health warnings detected across 28 AI tools.
curl nerq.ai/v1/entity/company/scale-ai