PentestGPT vs llama_index
PentestGPT and llama_index share 7 technologies: OpenAI, Google, prompt-toolkit, Rich, langfuse, MCP, and Pydantic. Both are written in Python.
LinkedInWhat they share and what sets them apart
GreyDGL
PentestGPT
Automated Penetration Testing Agentic Framework Powered by Large Language Models
Python16.3kRead on November 7, 2026, at commit e8b1bb7What is PentestGPT built with?Only in PentestGPT
In common
run-llama
llama_index
LlamaIndex is the document processing platform for AI
Python52.8kRead on November 5, 2026, at commit 444fdf0What is llama_index built with?Only in llama_index
starlette
- aiomysql
- aiosqlite
- async-lru
- asyncpg
- azure-search-documents
- azure-storage-blob
- ibm-db
- pgvecto-rs
pgvector
psycopg
psycopg2-binary
- pyzmq
- Redis
weaviate-client
pyarrow
lancedb
oracledb
- DuckDB
- pymilvus
- SQLite
- tablestore
chromadb
falkordb
- MySQL
pinecone
clickhouse-connect
- gcsfs
pyiceberg
pymochow
- pymysql
- pyobvector
- s3fs
- tcvectordb
typesense
- ElevenLabs
- anyio
- graphql-core
tornado
- AIOHTTP
- Ray
- soupsieve
- tinycss2
- ipywidgets
- matplotlib-inline
matplotlib
- SQLAlchemy
- argon2-cffi
- azure-identity
google-auth-httplib2
- cryptography
- pyjwt
- msal
- einops
firecrawl-py
- guardrails-ai
llama-index-core
- mem0ai
opencv-python
- PaddlePaddle
- tavily-python
- torch
- transformers
- ibm-watsonx-ai
cohere
- LangChain
- tiktoken
sentence-transformers
dashscope
- fastembed
- flagembedding
nltk
- sentencepiece
litellm
- ModelScope
- Ollama
- openvino
- scikit-learn
- tritonclient
- vLLM
- datasets
- exa-py
- flashrank
- hnswlib
mlx
- mlx-lm
nomic
optimum
- paddleocr
peft
presidio-analyzer
tokenizers
- beautifulsoup4
- bleach
markupsafe
mistune
- nbformat
- newspaper3k
- xlrd
pillow
- bs4
- html2text
unstructured
- defusedxml
- jinja2
lxml
pymupdf
- filetype
- docx2txt
- markdownify
docling
- lxml-html-clean
- markitdown
- nbconvert
- pdf2image
- pdfplumber
pypdf
pypdf2
tinytag
- youtube-transcript-api
- jsonschema-specifications
marshmallow
- referencing
- rfc3339-validator
docling-core
- annotated-types
- jsonschema
- pydantic-core
- opentelemetry-api
- opentelemetry-semantic-conventions
prometheus-client
psutil
- python-json-logger
- boto3
- docker
- Alibaba Cloud
- OpenTelemetry
Side by side
PentestGPTllama_index
SizeLines written by people and agents, without generated ones; code files, without tests.
PentestGPT15,309 lines written40 code files
llama_index473,236 lines written2,055 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
PentestGPT0.8% of its commits signed by AIWith Claude Code
llama_index0.2% of its commits signed by AIWith Claude Code, Cursor, and GitHub Copilot
ActivityFrom GitHub and its history, on the day SeeRepo read it.
PentestGPTLast push July 14, 2026244 commits16,308 stars
llama_indexLast push November 5, 20267,963 commits52,820 stars
TestsThe files that test the code, and the share of code files a test imports.
PentestGPT39 test files37.5% of its code files have a test that imports them
llama_index1,607 test files46.5% of its code files have a test that imports them
Frequently asked questions
Which is bigger, PentestGPT or llama_index?
llama_index, with 473,236 lines written; PentestGPT has 15,309.
Which has more GitHub stars, PentestGPT or llama_index?
llama_index, with 52,820 stars; PentestGPT has 16,308.
The proof: run-llama/llama_index on GitHub
Which has more tests, PentestGPT or llama_index?
llama_index, with 1,607 test files; PentestGPT has 39.
Which was updated more recently, PentestGPT or llama_index?
llama_index: its last push was on November 5, 2026, and PentestGPT's on July 14, 2026.
The proof: run-llama/llama_index's commits on GitHub
Which has more commits signed by AI, PentestGPT or llama_index?
PentestGPT: an AI signed 0.8% of its commits, with Claude Code; in llama_index, 0.2%.
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