---
title: "PentestGPT vs LLMs-from-scratch"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/greydgl-pentestgpt-vs-rasbt-llms-from-scratch"
tools: ["greydgl-pentestgpt", "rasbt-llms-from-scratch"]
---

# PentestGPT vs LLMs-from-scratch

Neutral, constraint-first comparison with live GitHub stats.

| | [PentestGPT](/tools/greydgl-pentestgpt.md) | [LLMs-from-scratch](/tools/rasbt-llms-from-scratch.md) |
| --- | --- | --- |
| Tagline | Automated Penetration Testing Agentic Framework Powered by Large Language Models | Implement a ChatGPT-like LLM in PyTorch from scratch |
| Stars | 14,135 | 98,715 |
| Forks | 2,456 | 15,148 |
| Open issues | 68 | 4 |
| Language | Python | Jupyter Notebook |
| License | MIT | Other |
| Categories | AI Agents, LLM Frameworks | Model Training, LLM Frameworks |

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/graph?tool=greydgl-pentestgpt`](/api/graphcanon/graph?tool=greydgl-pentestgpt)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_