# Confidential Agents vs Pebblo (Safe Agent/Safe Infer): 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 (Safe Agent/Safe Infer)](https://cybersectools.com/tools/pebblo-safe-agentsafe-infer) 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 (Safe Agent/Safe Infer) | |---|---|---| | Pricing model | Commercial | Commercial | | Category | Agentic AI Security | Agentic AI Security | | Verified | No | No | | Deployment type | Cloud | Cloud | | Company size fit | Mid-Market, Enterprise | SMB, Mid-Market, Enterprise | | Company | OPAQUE | Daxa.ai | | Headquarters | – | – | ### Use cases and capabilities | | Confidential Agents | Pebblo (Safe Agent/Safe Infer) | |---|---|---| | Generative AI | – | Yes | | Least Privilege | – | Yes | ### Core features **Confidential Agents** 8 features listed. Sign in on the page to see them. **Pebblo (Safe Agent/Safe Infer)** 8 features listed. Sign in on the page to see them. ### Integrations **Confidential Agents** No integrations listed. **Pebblo (Safe Agent/Safe Infer)** 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. - [Pebblo (Safe Agent/Safe Infer)](https://cybersectools.com/tools/pebblo-safe-agentsafe-infer) fits if you are a small business. ## Confidential Agents vs Pebblo (Safe Agent/Safe Infer) FAQ Common questions when comparing Confidential Agents vs Pebblo (Safe Agent/Safe Infer) for agentic AI security. ### What is the difference between Confidential Agents and Pebblo (Safe Agent/Safe Infer)? **Confidential Agents**: Confidential AI platform for deploying AI agents on sensitive data securely. Built by OPAQUE. **Pebblo (Safe Agent/Safe Infer)**: AI agent governance platform securing MCP traffic, prompts, and data access. Built by Daxa.ai. The table above shows where their features, integrations, deployment and company size fit differ. ### Who makes Confidential Agents and Pebblo (Safe Agent/Safe Infer)? **Confidential Agents** is made by OPAQUE. **Pebblo (Safe Agent/Safe Infer)** 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 (Safe Agent/Safe Infer)? Often, yes. Confidential Agents and Pebblo (Safe Agent/Safe Infer) 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 Stacklok Enterprise MCP Platform](https://cybersectools.com/compare/confidential-agents-vs-stacklok-enterprise-mcp-platform) - [Confidential Agents vs Primary Agentic Control Plane](https://cybersectools.com/compare/confidential-agents-vs-primary-agentic-control-plane) - [Confidential Agents vs Eve AI Agent Registry](https://cybersectools.com/compare/confidential-agents-vs-eve-ai-agent-registry) - [Pebblo (Safe Agent/Safe Infer) vs Stacklok Enterprise MCP Platform](https://cybersectools.com/compare/pebblo-safe-agentsafe-infer-vs-stacklok-enterprise-mcp-platform) - [Pebblo (Safe Agent/Safe Infer) vs Primary Agentic Control Plane](https://cybersectools.com/compare/pebblo-safe-agentsafe-infer-vs-primary-agentic-control-plane) - [Pebblo (Safe Agent/Safe Infer) vs Eve AI Agent Registry](https://cybersectools.com/compare/eve-ai-agent-registry-vs-pebblo-safe-agentsafe-infer) ## Alternatives to each - [See all Confidential Agents alternatives](https://cybersectools.com/alternatives/confidential-agents) - [See all Pebblo (Safe Agent/Safe Infer) alternatives](https://cybersectools.com/alternatives/pebblo-safe-agentsafe-infer) --- Source: https://cybersectools.com/compare/confidential-agents-vs-pebblo-safe-agentsafe-infer 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 (Safe Agent/Safe Infer): 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