# Gradient for Agents vs Willow Identity & Access: side-by-side comparison (2026)

[Gradient for Agents](https://cybersectools.com/tools/gradient-for-agents) is a commercial [agentic AI security](https://cybersectools.com/categories/agentic-ai-security) solution by [Gradient](https://cybersectools.com/companies/gradient). [Willow Identity & Access](https://cybersectools.com/tools/willow-identity-and-access) is a commercial [non-human identity](https://cybersectools.com/categories/non-human-identity) solution by [Willow](https://cybersectools.com/companies/willow). Features, integrations, deployment and the company behind each one, side by side.

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## Side-by-side comparison

| | Gradient for Agents | Willow Identity & Access |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | Agentic AI Security | Non-Human Identity |
| Verified | No | No |
| Deployment type | Cloud | Cloud |
| Company size fit | Mid-Market, Enterprise | Mid-Market, Enterprise |
| Company | Gradient | Willow |
| Headquarters | – | – |

### Use cases and capabilities

| | Gradient for Agents | Willow Identity & Access |
|---|---|---|
| Agentic AI Security | Yes | Yes |
| Non-Human Identity | Yes | Yes |
| Zero Trust Architecture | Yes | Yes |
| Authentication | Yes | Yes |
| Authorization | Yes | – |
| Hardware Security | Yes | – |
| Least Privilege | Yes | Yes |
| GenAI Security | Yes | – |
| LLM Security | Yes | – |
| MCP Security | Yes | – |
| RBAC | – | Yes |
| SSO | – | Yes |
| Permissions | – | Yes |
| JWT | – | Yes |
| ZTNA | – | Yes |

### Core features

**Gradient for Agents**

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

**Willow Identity & Access**

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

### Integrations

**Gradient for Agents**

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

**Willow Identity & Access**

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

## Gradient for Agents vs Willow Identity & Access FAQ

Common questions when comparing Gradient for Agents vs Willow Identity & Access for agentic AI security.

### What is the difference between Gradient for Agents and Willow Identity & Access?

**Gradient for Agents**: Control plane securing AI agents via hardware-anchored identity and scoped tokens. Built by Gradient.

**Willow Identity & Access**: IAM layer for AI agents, inheriting identity from employees via existing IdP. Built by Willow.

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

### Who makes Gradient for Agents and Willow Identity & Access?

**Gradient for Agents** is made by Gradient. **Willow Identity & Access** 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 Gradient for Agents a good alternative to Willow Identity & Access?

In part. Gradient for Agents and Willow Identity & Access are not in the same category on CybersecTools. Both cover Non-Human Identity, Agentic AI Security, Zero Trust Architecture. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [Gradient for Agents vs Agent Permissions](https://cybersectools.com/compare/agent-permissions-vs-gradient-for-agents)
- [Gradient for Agents vs Primary Zero Trust Architecture](https://cybersectools.com/compare/gradient-for-agents-vs-primary-zero-trust-architecture)
- [Gradient for Agents vs Token Agentic AI and Non-Human Identity Security](https://cybersectools.com/compare/gradient-for-agents-vs-token-security-agentic-ai-and-nhi-security)
- [Willow Identity & Access vs Agent Permissions](https://cybersectools.com/compare/agent-permissions-vs-willow-identity-and-access)
- [Willow Identity & Access vs Primary Zero Trust Architecture](https://cybersectools.com/compare/primary-zero-trust-architecture-vs-willow-identity-and-access)
- [Willow Identity & Access vs Token Agentic AI and Non-Human Identity Security](https://cybersectools.com/compare/token-security-agentic-ai-and-nhi-security-vs-willow-identity-and-access)

## Alternatives to each

- [See all Gradient for Agents alternatives](https://cybersectools.com/alternatives/gradient-for-agents)
- [See all Willow Identity & Access alternatives](https://cybersectools.com/alternatives/willow-identity-and-access)

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Source: https://cybersectools.com/compare/gradient-for-agents-vs-willow-identity-and-access

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

More on Gradient for Agents and Willow Identity & Access: 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