# Alice WonderFence vs Gray Swan AI Security Suite: side-by-side comparison (2026) [Alice WonderFence](https://cybersectools.com/tools/alice-wonderfence) is a commercial [LLM guardrails](https://cybersectools.com/categories/llm-guardrails) solution by [Alice](https://cybersectools.com/companies/alice). [Gray Swan AI Security Suite](https://cybersectools.com/tools/gray-swan-ai-security-suite) is a commercial [LLM guardrails](https://cybersectools.com/categories/llm-guardrails) solution by [Gray Swan](https://cybersectools.com/companies/gray-swan). Features, integrations, deployment and the company behind each one, side by side. ## Side-by-side comparison | | Alice WonderFence | Gray Swan AI Security Suite | |---|---|---| | Pricing model | Commercial | Commercial | | Category | LLM Guardrails | LLM Guardrails | | Verified | No | No | | Deployment type | Cloud | Cloud | | Company size fit | Mid-Market, Enterprise | Mid-Market, Enterprise | | Company | Alice | Gray Swan | | Headquarters | – | – | ### Use cases and capabilities | | Alice WonderFence | Gray Swan AI Security Suite | |---|---|---| | Generative AI | Yes | – | | Content Security Policy | Yes | – | | Observability | Yes | – | | Research | – | Yes | ### Core features **Alice WonderFence** 10 features listed. Sign in on the page to see them. **Gray Swan AI Security Suite** 10 features listed. Sign in on the page to see them. ### Integrations **Alice WonderFence** 2 integrations listed. Sign in on the page to see them. **Gray Swan AI Security Suite** No integrations listed. ## Alice WonderFence vs Gray Swan AI Security Suite FAQ Common questions when comparing Alice WonderFence vs Gray Swan AI Security Suite for LLM guardrails. ### What is the difference between Alice WonderFence and Gray Swan AI Security Suite? **Alice WonderFence**: Runtime guardrails for GenAI apps providing real-time threat detection & response. Built by Alice. **Gray Swan AI Security Suite**: Enterprise AI security suite with real-time filtering and automated testing. Built by Gray Swan. The table above shows where their features, integrations, deployment and company size fit differ. ### Who makes Alice WonderFence and Gray Swan AI Security Suite? **Alice WonderFence** is made by Alice founded in 2018-01-01T00:00:00.000Z. **Gray Swan AI Security Suite** is made by Gray Swan. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit. ### Is Alice WonderFence a good alternative to Gray Swan AI Security Suite? Often, yes. Alice WonderFence and Gray Swan AI Security Suite are both LLM Guardrails products. Use the table above to see where features, deployment and company size fit differ. ## Related comparisons - [Alice WonderFence vs Dynamo AI DynamoGuard](https://cybersectools.com/compare/alice-wonderfence-vs-dynamo-ai-dynamoguard) - [Alice WonderFence vs Impart LLM Security](https://cybersectools.com/compare/alice-wonderfence-vs-impart-llm-security) - [Alice WonderFence vs F5 AI Guardrails](https://cybersectools.com/compare/alice-wonderfence-vs-f5-ai-guardrails) - [Gray Swan AI Security Suite vs Dynamo AI DynamoGuard](https://cybersectools.com/compare/dynamo-ai-dynamoguard-vs-gray-swan-ai-security-suite) - [Gray Swan AI Security Suite vs Impart LLM Security](https://cybersectools.com/compare/gray-swan-ai-security-suite-vs-impart-llm-security) - [Gray Swan AI Security Suite vs F5 AI Guardrails](https://cybersectools.com/compare/f5-ai-guardrails-vs-gray-swan-ai-security-suite) ## Alternatives to each - [See all Alice WonderFence alternatives](https://cybersectools.com/alternatives/alice-wonderfence) - [See all Gray Swan AI Security Suite alternatives](https://cybersectools.com/alternatives/gray-swan-ai-security-suite) --- Source: https://cybersectools.com/compare/alice-wonderfence-vs-gray-swan-ai-security-suite For AI agents: each product above has its own Markdown page (add .md to its URL, for example https://cybersectools.com/tools/alice-wonderfence.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md. More on Alice WonderFence and Gray Swan AI Security Suite: 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