# Confident Security vs Willow: 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). [Willow](https://cybersectools.com/tools/willow) is a commercial [agentic AI security](https://cybersectools.com/categories/agentic-ai-security) solution by [Willow](https://cybersectools.com/companies/willow). Features, integrations, deployment and the company behind each one, side by side.

## Side-by-side comparison

| | Confident Security | Willow |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | LLM Guardrails | Agentic AI Security |
| Verified | No | No |
| Deployment type | Cloud | Hybrid |
| Company size fit | Mid-Market, Enterprise | SMB, Mid-Market, Enterprise |
| Company | Confident Security | Willow |
| Headquarters | – | – |

### Use cases and capabilities

| | Confident Security | Willow |
|---|---|---|
| LLM Security | Yes | Yes |
| LLM Guardrails | Yes | – |
| AI Firewall | Yes | – |
| AI Gateway | Yes | – |
| Prompt Injection | Yes | – |
| Shadow AI | Yes | Yes |
| AI Governance | Yes | Yes |
| AI DLP | Yes | – |
| AI Observability | Yes | Yes |
| GenAI Security | Yes | – |
| Agentic AI Security | – | Yes |
| MCP Security | – | Yes |
| Non-Human Identity | – | Yes |
| RBAC | – | Yes |
| Zero Trust Architecture | – | Yes |

### Core features

**Confident Security**

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

**Willow**

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.

**Willow**

7 integrations 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.

- [Confident Security](https://cybersectools.com/tools/confident-security) fits if you want a cloud product.
- [Willow](https://cybersectools.com/tools/willow) fits if you need both cloud and on-premises options and you are a small business.

## Confident Security vs Willow FAQ

Common questions when comparing Confident Security vs Willow for LLM guardrails.

### What is the difference between Confident Security and Willow?

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

**Willow**: Control plane for governing enterprise AI agent identity, access, and actions. Built by Willow.

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

### Who makes Confident Security and Willow?

**Confident Security** is made by Confident Security. **Willow** is made by Willow. 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 Willow?

In part. Confident Security and Willow are not in the same category on CybersecTools. Both cover AI Governance, Shadow AI, AI Observability. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [Confident Security vs Pangea AI Security Platform](https://cybersectools.com/compare/confident-security-vs-pangea-ai-security-platform)
- [Confident Security vs SlashLLM](https://cybersectools.com/compare/confident-security-vs-slashllm)
- [Confident Security vs Portkey Guardrails for Bedrock](https://cybersectools.com/compare/confident-security-vs-portkey-guardrails-for-bedrock)
- [Willow vs Pangea AI Security Platform](https://cybersectools.com/compare/pangea-ai-security-platform-vs-willow)
- [Willow vs SlashLLM](https://cybersectools.com/compare/slashllm-vs-willow)
- [Willow vs Portkey Guardrails for Bedrock](https://cybersectools.com/compare/portkey-guardrails-for-bedrock-vs-willow)

## Alternatives to each

- [See all Confident Security alternatives](https://cybersectools.com/alternatives/confident-security)
- [See all Willow alternatives](https://cybersectools.com/alternatives/willow)

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Source: https://cybersectools.com/compare/confident-security-vs-willow

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 Willow: 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