# Confidential AI Inference vs Duality Platform: side-by-side comparison (2026)

[Confidential AI Inference](https://cybersectools.com/tools/confidential-inference-api) is a commercial [confidential computing](https://cybersectools.com/categories/confidential-computing) solution by [Confidential AI](https://cybersectools.com/companies/confidential-ai). [Duality Platform](https://cybersectools.com/tools/duality-platform) is a commercial [confidential computing](https://cybersectools.com/categories/confidential-computing) solution by [Duality Technologies](https://cybersectools.com/companies/duality-technologies). Features, integrations, deployment and the company behind each one, side by side.

## Side-by-side comparison

| | Confidential AI Inference | Duality Platform |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | Confidential Computing | Confidential Computing |
| Verified | No | No |
| Deployment type | Cloud | Cloud |
| Company size fit | Startup, SMB, Mid-Market, Enterprise | Mid-Market, Enterprise |
| Company | Confidential AI | Duality Technologies |
| Headquarters | – | – |

### Use cases and capabilities

| | Confidential AI Inference | Duality Platform |
|---|---|---|
| Generative AI | Yes | – |
| Verification | Yes | – |
| REST API | Yes | – |
| Hardware Security | Yes | – |
| Sensitive Data | Yes | – |
| GenAI Security | Yes | – |
| LLM Security | Yes | – |
| SDK | Yes | – |
| Isolation | Yes | – |
| Secure Development | – | Yes |

### Core features

**Confidential AI Inference**

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

**Duality Platform**

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

### Integrations

**Confidential AI Inference**

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

**Duality Platform**

No integrations listed.

## Which one fits you

Based on what each listing shows: deployment, company size, price and open source.

- [Confidential AI Inference](https://cybersectools.com/tools/confidential-inference-api) fits if you are a startup or a small business.

## Confidential AI Inference vs Duality Platform FAQ

Common questions when comparing Confidential AI Inference vs Duality Platform for confidential computing.

### What is the difference between Confidential AI Inference and Duality Platform?

**Confidential AI Inference**: OpenAI-compatible LLM inference API with hardware attestation for confidential computing. Built by Confidential AI.

**Duality Platform**: Privacy-preserving data collaboration platform using HE, MPC, FL, and TEE. Built by Duality Technologies.

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

### Who makes Confidential AI Inference and Duality Platform?

**Confidential AI Inference** is made by Confidential AI. **Duality Platform** is made by Duality Technologies. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

### Is Confidential AI Inference a good alternative to Duality Platform?

Often, yes. Confidential AI Inference and Duality Platform are both Confidential Computing products. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [Confidential AI Inference vs Modelyo Confidential AI](https://cybersectools.com/compare/confidential-inference-api-vs-modelyo-confidential-ai)
- [Confidential AI Inference vs Modelyo Sovereign Cloud](https://cybersectools.com/compare/confidential-inference-api-vs-modelyo-cloud)
- [Confidential AI Inference vs Duality Technologies AI Assistant](https://cybersectools.com/compare/confidential-inference-api-vs-duality-technologies-ai-assistant)
- [Duality Platform vs Modelyo Confidential AI](https://cybersectools.com/compare/duality-platform-vs-modelyo-confidential-ai)
- [Duality Platform vs Modelyo Sovereign Cloud](https://cybersectools.com/compare/duality-platform-vs-modelyo-cloud)
- [Duality Platform vs Duality Technologies AI Assistant](https://cybersectools.com/compare/duality-platform-vs-duality-technologies-ai-assistant)

## Alternatives to each

- [See all Confidential AI Inference alternatives](https://cybersectools.com/alternatives/confidential-inference-api)
- [See all Duality Platform alternatives](https://cybersectools.com/alternatives/duality-platform)

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Source: https://cybersectools.com/compare/confidential-inference-api-vs-duality-platform

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

More on Confidential AI Inference and Duality Platform: 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