NVIDIA — AI Risk Rating 2026
NVIDIA has a Nerq AI Rating of BB (56/100), based on analysis of 10 identified AI tools. No critical issues detected. Industry: semiconductors. Ticker: NVDA. Last analyzed June 2026.
56
AI Score
10
AI Tools
0
Critical
1
Warnings
0
Dependencies
AI Stack Overview
| Tool | Trust Score | Grade | Category |
|---|---|---|---|
| nemo-agent-toolkit | 93 | A+ | infrastructure |
| megatron-lm | 72 | B | AI tool |
| model-optimizer | 72 | B | AI tool |
| transformerengine | 72 | B | AI tool |
| tensorrt-llm | 68 | C | AI tool |
| bionemo-framework | 59 | D | |
| cutlass | 50 | D | |
| aicr | 50 | D | marketing |
| earth2studio | 50 | D | |
| openshell | 50 | D |
Predictions
| Components at risk (6 months) | 1 |
| Predicted incidents (12 months) | 0.7 |
| Weakest link | openshell (trust: 50) |
Industry Comparison
| Entity | Rating | Score | Tools |
|---|---|---|---|
| AMD | BB | 64 | 2 |
| Intel | B | 46 | 8 |
| ARM | CCC | 40 | 2 |
| ASML | NR | 0 | 0 |
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 NVIDIA use?
Based on public repository analysis, NVIDIA uses 10 AI tools including nemo-agent-toolkit, megatron-lm, model-optimizer.
Is NVIDIA's AI safe?
NVIDIA has a Nerq AI Rating of BB (56/100). No critical issues detected.
What is NVIDIA's AI risk level?
AI risk rating: BB. Moderate risk.
How does NVIDIA compare to competitors?
View industry comparison at nerq.ai/industry/semiconductors.
Does NVIDIA have AI vulnerabilities?
0 critical issues and 1 health warnings detected across 10 AI tools.
curl nerq.ai/v1/entity/company/nvidia