# Confidential Agents vs Gradient for Agents: side-by-side comparison (2026)

[Confidential Agents](https://cybersectools.com/tools/confidential-agents) is a commercial [agentic AI security](https://cybersectools.com/categories/agentic-ai-security) solution by [OPAQUE](https://cybersectools.com/companies/opaque). [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). Features, integrations, deployment and the company behind each one, side by side.

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## Side-by-side comparison

| | Confidential Agents | Gradient for Agents |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | Agentic AI Security | Agentic AI Security |
| Verified | No | No |
| Deployment type | Cloud | Cloud |
| Company size fit | Mid-Market, Enterprise | Mid-Market, Enterprise |
| Company | OPAQUE | Gradient |
| Headquarters | – | – |

### Use cases and capabilities

| | Confidential Agents | Gradient for Agents |
|---|---|---|
| Agentic AI Security | – | Yes |
| Non-Human Identity | – | Yes |
| Zero Trust Architecture | – | Yes |
| Authentication | – | Yes |
| Authorization | – | Yes |
| Hardware Security | – | Yes |
| Least Privilege | – | Yes |
| GenAI Security | – | Yes |
| LLM Security | – | Yes |
| MCP Security | – | Yes |

### Core features

**Confidential Agents**

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

**Gradient for Agents**

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

### Integrations

**Confidential Agents**

No integrations listed.

**Gradient for Agents**

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

## Confidential Agents vs Gradient for Agents FAQ

Common questions when comparing Confidential Agents vs Gradient for Agents for agentic AI security.

### What is the difference between Confidential Agents and Gradient for Agents?

**Confidential Agents**: Confidential AI platform for deploying AI agents on sensitive data securely. Built by OPAQUE.

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

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

### Who makes Confidential Agents and Gradient for Agents?

**Confidential Agents** is made by OPAQUE. **Gradient for Agents** is made by Gradient. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

### Is Confidential Agents a good alternative to Gradient for Agents?

Often, yes. Confidential Agents and Gradient for Agents are both Agentic AI Security products. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [Confidential Agents vs Agent Permissions](https://cybersectools.com/compare/agent-permissions-vs-confidential-agents)
- [Confidential Agents vs Votal AI Agent IDP & Guardrails](https://cybersectools.com/compare/confidential-agents-vs-votal-ai-agent-idp-and-guardrails)
- [Confidential Agents vs Agentic Fabriq Coding Agents](https://cybersectools.com/compare/agentic-fabriq-coding-agents-vs-confidential-agents)
- [Gradient for Agents vs Agent Permissions](https://cybersectools.com/compare/agent-permissions-vs-gradient-for-agents)
- [Gradient for Agents vs Votal AI Agent IDP & Guardrails](https://cybersectools.com/compare/gradient-for-agents-vs-votal-ai-agent-idp-and-guardrails)
- [Gradient for Agents vs Agentic Fabriq Coding Agents](https://cybersectools.com/compare/agentic-fabriq-coding-agents-vs-gradient-for-agents)

## Alternatives to each

- [See all Confidential Agents alternatives](https://cybersectools.com/alternatives/confidential-agents)
- [See all Gradient for Agents alternatives](https://cybersectools.com/alternatives/gradient-for-agents)

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Source: https://cybersectools.com/compare/confidential-agents-vs-gradient-for-agents

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

More on Confidential Agents and Gradient for 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