Replicate — AI Stack Rating 2026
Replicate has a Nerq AI Rating of BB (64/100), based on analysis of 20 identified AI tools. No critical issues detected. Industry: ai_platform. Last analyzed June 2026.
64
AI Score
20
AI Tools
0
Critical
1
Warnings
0
Dependencies
AI Stack Overview
| Tool | Trust Score | Grade | Category |
|---|---|---|---|
| ai | 88 | A | infrastructure |
| openai | 82 | A | coding |
| onnx | 72 | B | AI tool |
| scikit-learn | 72 | B | AI tool |
| torch | 72 | B | AI framework |
| transformers | 72 | B | AI framework |
| accelerate | 72 | B | AI tool |
| tokenizers | 69 | C | other |
| diffusers | 69 | C | AI tool |
| replicate | 67 | C | |
| cog | 64 | C | infrastructure |
| safetensors | 60 | C | other |
| pillow | 54 | D | infrastructure |
| torchvision | 52 | D | |
| torchaudio | 51 | D | |
| cog-comfyui | 50 | D | |
| flux-fine-tuner | 50 | D | |
| fast-flux-demo | 50 | D | |
| @huggingface/inference | 50 | D | |
| model-hosting | 50 | D |
Predictions
| Components at risk (6 months) | 1 |
| Predicted incidents (12 months) | 0.7 |
| Weakest link | model-hosting (trust: 50) |
Industry Comparison
| Entity | Rating | Score | Tools |
|---|---|---|---|
| Hugging Face | A | 80 | 36 |
| 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 Replicate use?
Based on public repository analysis, Replicate uses 20 AI tools including ai, openai, onnx.
Is Replicate's AI safe?
Replicate has a Nerq AI Rating of BB (64/100). No critical issues detected.
What is Replicate's AI risk level?
AI risk rating: BB. Moderate risk.
How does Replicate compare to competitors?
View industry comparison at nerq.ai/industry/ai-platform.
Does Replicate have AI vulnerabilities?
0 critical issues and 1 health warnings detected across 20 AI tools.
curl nerq.ai/v1/entity/saas/replicate