# Autonomous Penetration Testing Tool vs Param Miner: side-by-side comparison (2026)

[Autonomous Penetration Testing Tool](https://cybersectools.com/tools/autonomous-penetration-testing-tool) is a commercial [penetration testing](https://cybersectools.com/categories/pentesting-tools) solution by [Astra Security](https://cybersectools.com/companies/astra-security). [Param Miner](https://cybersectools.com/tools/param-miner) is a free [penetration testing](https://cybersectools.com/categories/pentesting-tools) solution. Features, integrations, deployment and the company behind each one, side by side.

## Side-by-side comparison

| | Autonomous Penetration Testing Tool | Param Miner |
|---|---|---|
| Pricing model | Commercial | Free |
| Category | Penetration Testing | Penetration Testing |
| Verified | No | No |
| Deployment type | Cloud | On-Premises |
| Company size fit | SMB, Mid-Market, Enterprise | Startup, SMB, Mid-Market, Enterprise |
| GitHub stars | – | 1,366 |
| Last commit | – | Sep 2025 |
| Company | Astra Security | – |
| Headquarters | – | – |

### Use cases and capabilities

| | Autonomous Penetration Testing Tool | Param Miner |
|---|---|---|
| AI Pentesting | Yes | – |
| VAPT | Yes | – |
| Continuous Testing | Yes | – |
| DAST | Yes | – |
| OWASP | Yes | – |
| Vulnerability | Yes | – |
| App Security | Yes | – |
| Agentic AI Security | Yes | – |
| Web Security | Yes | Yes |

### Core features

**Autonomous Penetration Testing Tool**

9 features listed. Sign in on the page to see them.

**Param Miner**

No features listed.

## Which one fits you

Based on what each listing shows: deployment, company size, price and open source.

- [Autonomous Penetration Testing Tool](https://cybersectools.com/tools/autonomous-penetration-testing-tool) fits if you want a cloud product.
- [Param Miner](https://cybersectools.com/tools/param-miner) fits if you need to run it on your own servers, you are a startup, you need a free product and you want an open-source product.

## Autonomous Penetration Testing Tool vs Param Miner FAQ

Common questions when comparing Autonomous Penetration Testing Tool vs Param Miner for penetration testing.

### What is the difference between Autonomous Penetration Testing Tool and Param Miner?

**Autonomous Penetration Testing Tool**: AI agent-based autonomous pentesting tool for continuous web app vulnerability discovery, built by Astra Security.

**Param Miner**: A command-line tool that identifies and extracts parameters from HTTP requests and responses to assist with web application security testing and vulnerability assessment.

The table above shows where their features, integrations, deployment and company size fit differ.

### Who makes Autonomous Penetration Testing Tool and Param Miner?

**Autonomous Penetration Testing Tool** is made by Astra Security. **Param Miner** is open-source with 1,366 GitHub stars. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

### Is Autonomous Penetration Testing Tool a good alternative to Param Miner?

Often, yes. Autonomous Penetration Testing Tool and Param Miner are both Penetration Testing products, and both cover Web Security. Key differences: Autonomous Penetration Testing Tool is Commercial while Param Miner is Free, Param Miner is open-source. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [Autonomous Penetration Testing Tool vs Novee AI Pentesting](https://cybersectools.com/compare/autonomous-penetration-testing-tool-vs-novee-ai-pentesting)
- [Autonomous Penetration Testing Tool vs Tenzai](https://cybersectools.com/compare/autonomous-penetration-testing-tool-vs-tenzai)
- [Autonomous Penetration Testing Tool vs ZeroThreat.ai](https://cybersectools.com/compare/autonomous-penetration-testing-tool-vs-zerothreatai)
- [Param Miner vs Novee AI Pentesting](https://cybersectools.com/compare/novee-ai-pentesting-vs-param-miner)
- [Param Miner vs Tenzai](https://cybersectools.com/compare/param-miner-vs-tenzai)
- [Param Miner vs ZeroThreat.ai](https://cybersectools.com/compare/param-miner-vs-zerothreatai)

## Alternatives to each

- [See all Autonomous Penetration Testing Tool alternatives](https://cybersectools.com/alternatives/autonomous-penetration-testing-tool)
- [See all Param Miner alternatives](https://cybersectools.com/alternatives/param-miner)

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Source: https://cybersectools.com/compare/autonomous-penetration-testing-tool-vs-param-miner

For AI agents: each product above has its own Markdown page (add .md to its URL, for example https://cybersectools.com/tools/autonomous-penetration-testing-tool.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md.

More on Autonomous Penetration Testing Tool and Param Miner: funding, momentum, hiring and news, plus the full product and company record, are available through the Mandos MCP Server (paid plans), which connects to AI assistants: https://mandos.io/mcp?utm_source=cybersectools.com&utm_medium=compare-md