# Novee AI Pentesting vs Raven Runtime AI Agents: side-by-side comparison (2026) [Novee AI Pentesting](https://cybersectools.com/tools/novee-ai-pentesting) is a commercial [penetration testing](https://cybersectools.com/categories/pentesting-tools) solution by [Novee Security](https://cybersectools.com/companies/novee). [Raven Runtime AI Agents](https://cybersectools.com/tools/raven-runtime-ai-agents) is a commercial [agentic AI security](https://cybersectools.com/categories/agentic-ai-security) solution by [Raven](https://cybersectools.com/companies/raven). Features, integrations, deployment and the company behind each one, side by side. ## Side-by-side comparison | | Novee AI Pentesting | Raven Runtime AI Agents | |---|---|---| | Pricing model | Commercial | Commercial | | Category | Penetration Testing | Agentic AI Security | | Verified | No | No | | Deployment type | Cloud | On-Premises | | Company size fit | SMB, Mid-Market, Enterprise | Mid-Market, Enterprise | | Company | Novee Security | Raven | | Headquarters | – | – | ### Use cases and capabilities | | Novee AI Pentesting | Raven Runtime AI Agents | |---|---|---| | AI Pentesting | Yes | – | | Continuous Testing | Yes | – | | Black Box Testing | Yes | – | | DAST | Yes | – | | Vulnerability | Yes | – | | Exploit Development | Yes | – | | Web Security | Yes | – | | Red Team | Yes | – | | VAPT | Yes | – | | Security Validation | Yes | – | | Agentic AI Security | – | Yes | | Runtime Security | – | Yes | | Shadow AI | – | Yes | | AI Observability | – | Yes | | AI Governance | – | Yes | | LLM Security | – | Yes | | Observability | – | Yes | | Visibility | – | Yes | | Policy | – | Yes | | Instrumentation | – | Yes | ### Core features **Novee AI Pentesting** 10 features listed. Sign in on the page to see them. **Raven Runtime AI Agents** 7 features listed. Sign in on the page to see them. ### Integrations **Novee AI Pentesting** No integrations listed. **Raven Runtime AI Agents** 1 integration listed. Sign in on the page to see them. ## Which one fits you Based on what each listing shows: deployment, company size, price and open source. - [Novee AI Pentesting](https://cybersectools.com/tools/novee-ai-pentesting) fits if you want a cloud product and you are a small business. - [Raven Runtime AI Agents](https://cybersectools.com/tools/raven-runtime-ai-agents) fits if you need to run it on your own servers. ## Novee AI Pentesting vs Raven Runtime AI Agents FAQ Common questions when comparing Novee AI Pentesting vs Raven Runtime AI Agents for penetration testing. ### What is the difference between Novee AI Pentesting and Raven Runtime AI Agents? **Novee AI Pentesting**: AI-driven continuous penetration testing platform with automated remediation. Built by Novee Security. **Raven Runtime AI Agents**: Runtime platform to discover, monitor, and control AI agents in production apps. Built by Raven. The table above shows where their features, integrations, deployment and company size fit differ. ### Who makes Novee AI Pentesting and Raven Runtime AI Agents? **Novee AI Pentesting** is made by Novee Security. **Raven Runtime AI Agents** is made by Raven. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit. ### Is Novee AI Pentesting a good alternative to Raven Runtime AI Agents? In part. Novee AI Pentesting and Raven Runtime AI Agents are not in the same category on CybersecTools. Use the table above to see where features, deployment and company size fit differ. ## Related comparisons - [Novee AI Pentesting vs APX Labs Cipher XBOW Validation Benchmark](https://cybersectools.com/compare/apx-labs-cipher-xbow-validation-benchmark-vs-novee-ai-pentesting) - [Novee AI Pentesting vs Parameter Pentesting](https://cybersectools.com/compare/novee-ai-pentesting-vs-parameter-pentesting) - [Novee AI Pentesting vs Strike PTaaS](https://cybersectools.com/compare/novee-ai-pentesting-vs-strike-ptaas) - [Raven Runtime AI Agents vs APX Labs Cipher XBOW Validation Benchmark](https://cybersectools.com/compare/apx-labs-cipher-xbow-validation-benchmark-vs-raven-runtime-ai-agents) - [Raven Runtime AI Agents vs Parameter Pentesting](https://cybersectools.com/compare/parameter-pentesting-vs-raven-runtime-ai-agents) - [Raven Runtime AI Agents vs Strike PTaaS](https://cybersectools.com/compare/raven-runtime-ai-agents-vs-strike-ptaas) ## Alternatives to each - [See all Novee AI Pentesting alternatives](https://cybersectools.com/alternatives/novee-ai-pentesting) - [See all Raven Runtime AI Agents alternatives](https://cybersectools.com/alternatives/raven-runtime-ai-agents) --- Source: https://cybersectools.com/compare/novee-ai-pentesting-vs-raven-runtime-ai-agents For AI agents: each product above has its own Markdown page (add .md to its URL, for example https://cybersectools.com/tools/novee-ai-pentesting.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md. More on Novee AI Pentesting and Raven Runtime AI Agents: 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