# Confident Security vs Gray Swan AI Security Suite: side-by-side comparison (2026)

[Confident Security](https://cybersectools.com/tools/confident-security) is a commercial [LLM guardrails](https://cybersectools.com/categories/llm-guardrails) solution by [Confident Security](https://cybersectools.com/companies/confident-security). [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

| | Confident Security | 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 | Confident Security | Gray Swan |
| Headquarters | – | – |

### Use cases and capabilities

| | Confident Security | Gray Swan AI Security Suite |
|---|---|---|
| LLM Security | Yes | – |
| LLM Guardrails | Yes | – |
| AI Firewall | Yes | – |
| AI Gateway | Yes | – |
| Prompt Injection | Yes | – |
| Shadow AI | Yes | – |
| AI Governance | Yes | – |
| AI DLP | Yes | – |
| AI Observability | Yes | – |
| GenAI Security | Yes | – |
| Research | – | Yes |

### Core features

**Confident Security**

8 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

**Confident Security**

7 integrations listed. Sign in on the page to see them.

**Gray Swan AI Security Suite**

No integrations listed.

## Confident Security vs Gray Swan AI Security Suite FAQ

Common questions when comparing Confident Security vs Gray Swan AI Security Suite for LLM guardrails.

### What is the difference between Confident Security and Gray Swan AI Security Suite?

**Confident Security**: Platform for securing, governing, and monitoring AI/LLM deployments. Built by Confident Security.

**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 Confident Security and Gray Swan AI Security Suite?

**Confident Security** is made by Confident Security. **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 Confident Security a good alternative to Gray Swan AI Security Suite?

Often, yes. Confident Security 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

- [Confident Security vs AI Security Gateway™](https://cybersectools.com/compare/ai-security-gatewaytm-vs-confident-security)
- [Confident Security vs PointGuard AI Intelligent Guardrails](https://cybersectools.com/compare/confident-security-vs-pointguard-ai-intelligent-guardrails)
- [Confident Security vs SlashLLM](https://cybersectools.com/compare/confident-security-vs-slashllm)
- [Gray Swan AI Security Suite vs AI Security Gateway™](https://cybersectools.com/compare/ai-security-gatewaytm-vs-gray-swan-ai-security-suite)
- [Gray Swan AI Security Suite vs PointGuard AI Intelligent Guardrails](https://cybersectools.com/compare/gray-swan-ai-security-suite-vs-pointguard-ai-intelligent-guardrails)
- [Gray Swan AI Security Suite vs SlashLLM](https://cybersectools.com/compare/gray-swan-ai-security-suite-vs-slashllm)

## Alternatives to each

- [See all Confident Security alternatives](https://cybersectools.com/alternatives/confident-security)
- [See all Gray Swan AI Security Suite alternatives](https://cybersectools.com/alternatives/gray-swan-ai-security-suite)

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Source: https://cybersectools.com/compare/confident-security-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/confident-security.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md.

More on Confident Security 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