Comparison
PentestGPT vs pentagi
Verdict
Pick PentestGPT if pentestGPT specializes in automating parts of the penetration testing process through large language models, offering a unique approach to AI-assisted security assessments; pick pentagi if pentAGI is a fully autonomous AI agent system specifically designed for complex penetration testing tasks, offering a comprehensive framework that operates in an automated fashion to enhance security evaluations.
Markdown twin · PentestGPT alternatives · pentagi alternatives
GraphCanon updated 1d
vs
Trust & integrity
| Signal | PentestGPT | pentagi |
|---|---|---|
| Maintenance | Steady (33d since push) As of 4d · github_public_v1 | Active (13d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Personal account As of 4d · github_public_v1 | Not a fork · Organization account As of 1d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- PentestGPT
- Automated Penetration Testing Agentic Framework Powered by Large Language Models
- pentagi
- Fully autonomous AI Agents system for complex penetration testing tasks
Stars
- PentestGPT
- 15k
- pentagi
- 22k
Forks
- PentestGPT
- 2.6k
- pentagi
- 2.9k
Open issues
- PentestGPT
- 65
- pentagi
- 46
Language
- PentestGPT
- Python
- pentagi
- Go
Adopt for
- PentestGPT
- PentestGPT specializes in automating parts of the penetration testing process through large language models, offering a unique approach to AI-assisted security assessments.
- pentagi
- PentAGI is a fully autonomous AI agent system specifically designed for complex penetration testing tasks, offering a comprehensive framework that operates in an automated fashion to enhance security evaluations.
Persona
- PentestGPT
- -
- pentagi
- -
Runtime
- PentestGPT
- -
- pentagi
- -
License
- PentestGPT
- MIT License, which allows for free use, modification, and distribution provided that attribution is maintained and any warranties or liabilities are disclaimed.
- pentagi
- MIT
Last pushed
- PentestGPT
- Jul 14, 2026
- pentagi
- Aug 6, 2026
Categories
- PentestGPT
- AI Agents, LLM Frameworks
- pentagi
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- PentestGPT
- Steady (60%)
- pentagi
- Active (82%)
Days since push
- PentestGPT
- 33d
- pentagi
- 13d
Open issues (now)
- PentestGPT
- 65
- pentagi
- 46
Stars delta
- PentestGPT
- +597 (30d)
- pentagi
- +910 (30d)
Open issues delta
- PentestGPT
- +3 (30d)
- pentagi
- 0 (30d)
Owner type
- PentestGPT
- User
- pentagi
- Organization
Full report
- PentestGPT
- Trust report
- pentagi
- Trust report
Typed relationship
PentestGPT alternative pentagiPentestGPT and Pentagi both aim to automate penetration testing using AI, making them alternatives in the automated cybersecurity tool ecosystem.
Choose PentestGPT if…
- PentestGPT is primarily Python; pentagi is Go.
- Requirements: - Python environment; - Access to large language models as stipulated by PentestGPT's operational requirements.
- PentestGPT and Pentagi both aim to automate penetration testing using AI, making them alternatives in the automated cybersecurity tool ecosystem.
- Tags unique to PentestGPT: large language models, llm, penetration-testing, python.
- Also covers LLM Frameworks.
- - When you need an automated framework for certain tasks within penetration testing that can be handled by large language models.
When NOT to use PentestGPT
- - Avoid using PentestGPT if manual, nuanced analysis is required, as its reliance on LLM might not cover all complexities of a security assessment.
- - If your organization does not have the legal authority to conduct penetration testing on specific targets, as indicated by its disclaimer for 'educational purposes and authorized security testing'.
Choose pentagi if…
- pentagi is primarily Go; PentestGPT is Python.
- Requirements: Min 4 GB RAM; Requires Docker; Docker and Docker Compose (or Podman) is required; System must have a minimum of 2 vCPUs.; At least 20GB free disk space needed..
- PentestGPT and Pentagi both aim to automate penetration testing using AI, making them alternatives in the automated cybersecurity tool ecosystem.
- Tags unique to pentagi: ai-agents, golang, open-source, penetration-testing-tools.
- Also covers Evaluation & Observability.
- Use PentAGI when you need a fully autonomous solution for handling intricate penetration tests with minimal human intervention.
When NOT to use pentagi
- Avoid using PentAGI in scenarios where legacy systems cannot support Docker or require manual oversight for each penetration test step.
- Do not utilize PentAGI if you prefer a proprietary model over open-source solutions, as it operates under the MIT license.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (GreyDGL/PentestGPT) · observed Aug 17, 2026
- GitHub forks (GreyDGL/PentestGPT) · observed Aug 17, 2026
- Last push (GreyDGL/PentestGPT) · observed Jul 14, 2026
- License file (MIT) · observed Aug 17, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (vxcontrol/pentagi) · observed Aug 20, 2026
- GitHub forks (vxcontrol/pentagi) · observed Aug 20, 2026
- Last push (vxcontrol/pentagi) · observed Aug 6, 2026
- License file (MIT) · observed Aug 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: PentestGPT 15k · pentagi 22k (synced Aug 17, 2026).
Common questions
- What is the difference between PentestGPT and pentagi?
- PentestGPT: Automated Penetration Testing Agentic Framework Powered by Large Language Models. pentagi: Fully autonomous AI Agents system for complex penetration testing tasks. See the comparison table for live GitHub stats and shared categories.
- When should I choose PentestGPT over pentagi?
- Choose PentestGPT over pentagi when PentestGPT is primarily Python; pentagi is Go; Requirements: - Python environment; - Access to large language models as stipulated by PentestGPT's operational requirements; PentestGPT and Pentagi both aim to automate penetration testing using AI, making them alternatives in the automated cybersecurity tool ecosystem; Tags unique to PentestGPT: large language models, llm, penetration-testing, python; Also covers LLM Frameworks; - When you need an automated framework for certain tasks within penetration testing that can be handled by large language models.
- When should I choose pentagi over PentestGPT?
- Choose pentagi over PentestGPT when pentagi is primarily Go; PentestGPT is Python; Requirements: Min 4 GB RAM; Requires Docker; Docker and Docker Compose (or Podman) is required; System must have a minimum of 2 vCPUs.; At least 20GB free disk space needed.; PentestGPT and Pentagi both aim to automate penetration testing using AI, making them alternatives in the automated cybersecurity tool ecosystem; Tags unique to pentagi: ai-agents, golang, open-source, penetration-testing-tools; Also covers Evaluation & Observability; Use PentAGI when you need a fully autonomous solution for handling intricate penetration tests with minimal human intervention.
- When should I avoid PentestGPT?
- - Avoid using PentestGPT if manual, nuanced analysis is required, as its reliance on LLM might not cover all complexities of a security assessment. - If your organization does not have the legal authority to conduct penetration testing on specific targets, as indicated by its disclaimer for 'educational purposes and authorized security testing'.
- When should I avoid pentagi?
- Avoid using PentAGI in scenarios where legacy systems cannot support Docker or require manual oversight for each penetration test step. Do not utilize PentAGI if you prefer a proprietary model over open-source solutions, as it operates under the MIT license.
- Is PentestGPT or pentagi more popular on GitHub?
- pentagi has more GitHub stars (21,902 vs 14,900). Stars measure visibility, not whether either tool fits your constraints.
- Are PentestGPT and pentagi open source?
- Yes - both are open-source projects on GitHub (PentestGPT: MIT, pentagi: MIT).
- Where can I find alternatives to PentestGPT or pentagi?
- GraphCanon lists graph-backed alternatives at PentestGPT alternatives and pentagi alternatives (PentestGPT markdown twin, pentagi markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, PentestGPT or pentagi?
- PentestGPT: Steady. pentagi: Active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for PentestGPT and pentagi?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: PentestGPT trust report; pentagi trust report.