# Confidential Agents vs Pebblo: 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). [Pebblo](https://cybersectools.com/tools/pebblo) is a commercial [agentic AI security](https://cybersectools.com/categories/agentic-ai-security) solution by [Daxa.ai](https://cybersectools.com/companies/daxaai). Features, integrations, deployment and the company behind each one, side by side.

Need the answer fast? [Best Agentic AI Security Solutions for Business](https://cybersectools.com/shortlists/best-agentic-ai-security-solutions) picks CrowdStrike Falcon Guardian, Rubrik Agent Cloud, Silverfort AI Agent Security and 5 more.

## Side-by-side comparison

| | Confidential Agents | Pebblo |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | Agentic AI Security | Agentic AI Security |
| Verified | No | No |
| Deployment type | Cloud | Hybrid |
| Company size fit | Mid-Market, Enterprise | Mid-Market, Enterprise |
| Company | OPAQUE | Daxa.ai |
| Headquarters | – | – |

### Use cases and capabilities

| | Confidential Agents | Pebblo |
|---|---|---|
| AI Data Gateway | – | Yes |
| RAG | – | Yes |
| Generative AI | – | Yes |
| MLSecOps | – | Yes |
| RAG Security | – | Yes |

### Core features

**Confidential Agents**

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

**Pebblo**

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

### Integrations

**Confidential Agents**

No integrations listed.

**Pebblo**

2 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.

- [Confidential Agents](https://cybersectools.com/tools/confidential-agents) fits if you want a cloud product.
- [Pebblo](https://cybersectools.com/tools/pebblo) fits if you need both cloud and on-premises options.

## Confidential Agents vs Pebblo FAQ

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

### What is the difference between Confidential Agents and Pebblo?

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

**Pebblo**: AI security platform enforcing access control & governance for AI apps/agents. Built by Daxa.ai.

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

### Who makes Confidential Agents and Pebblo?

**Confidential Agents** is made by OPAQUE. **Pebblo** is made by Daxa.ai. 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 Pebblo?

Often, yes. Confidential Agents and Pebblo 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 Enkrypt AI Guardrails](https://cybersectools.com/compare/confidential-agents-vs-enkrypt-ai-guardrails)
- [Confidential Agents vs Trustwise Harmony AI](https://cybersectools.com/compare/confidential-agents-vs-trustwise-harmony-ai)
- [Confidential Agents vs Pebblo (Safe Agent/Safe Infer)](https://cybersectools.com/compare/confidential-agents-vs-pebblo-safe-agentsafe-infer)
- [Pebblo vs Enkrypt AI Guardrails](https://cybersectools.com/compare/enkrypt-ai-guardrails-vs-pebblo)
- [Pebblo vs Trustwise Harmony AI](https://cybersectools.com/compare/pebblo-vs-trustwise-harmony-ai)
- [Pebblo vs Pebblo (Safe Agent/Safe Infer)](https://cybersectools.com/compare/pebblo-vs-pebblo-safe-agentsafe-infer)

## Alternatives to each

- [See all Confidential Agents alternatives](https://cybersectools.com/alternatives/confidential-agents)
- [See all Pebblo alternatives](https://cybersectools.com/alternatives/pebblo)

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

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 Pebblo: 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