# Modelyo Confidential AI vs ZAMA: side-by-side comparison (2026)

[Modelyo Confidential AI](https://cybersectools.com/tools/modelyo-confidential-ai) is a commercial [confidential computing](https://cybersectools.com/categories/confidential-computing) solution by [Modelyo](https://cybersectools.com/companies/modelyo). [ZAMA](https://cybersectools.com/tools/zama-fhevm) is a free [confidential computing](https://cybersectools.com/categories/confidential-computing) solution. Features, integrations, deployment and the company behind each one, side by side.

## Side-by-side comparison

| | Modelyo Confidential AI | ZAMA |
|---|---|---|
| Pricing model | Commercial | Free |
| Category | Confidential Computing | Confidential Computing |
| Verified | No | No |
| Deployment type | Hybrid | Cloud |
| Company size fit | Mid-Market, Enterprise | Startup, SMB, Mid-Market, Enterprise |
| Company | Modelyo | – |
| Headquarters | – | – |

### Use cases and capabilities

| | Modelyo Confidential AI | ZAMA |
|---|---|---|
| Encryption | Yes | Yes |
| Generative AI | Yes | – |
| RAG Security | Yes | – |
| Agentic AI Security | Yes | – |
| Hardware Security | Yes | – |
| Isolation | Yes | – |
| Multi Tenancy | Yes | – |
| Key Management | Yes | – |
| Verification | Yes | – |
| Sensitive Data | Yes | – |
| Open Source | – | Yes |

### Core features

**Modelyo Confidential AI**

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

**ZAMA**

No features listed.

### Integrations

**Modelyo Confidential AI**

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

**ZAMA**

No integrations listed.

## Which one fits you

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

- [Modelyo Confidential AI](https://cybersectools.com/tools/modelyo-confidential-ai) fits if you need both cloud and on-premises options.
- [ZAMA](https://cybersectools.com/tools/zama-fhevm) fits if you want a cloud product, you are a startup or a small business and you need a free product.

## Modelyo Confidential AI vs ZAMA FAQ

Common questions when comparing Modelyo Confidential AI vs ZAMA for confidential computing.

### What is the difference between Modelyo Confidential AI and ZAMA?

**Modelyo Confidential AI**: Confidential computing platform for running AI on encrypted, geo-bound, attested data. Built by Modelyo.

**ZAMA**: Zama's fhEVM Coprocessor is an open-source tool for developing applications using Fully Homomorphic Encryption, enabling privacy-preserving computations in various domains.

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

### Is Modelyo Confidential AI a good alternative to ZAMA?

Often, yes. Modelyo Confidential AI and ZAMA are both Confidential Computing products, and both cover Encryption. Key differences: Modelyo Confidential AI is Commercial while ZAMA is Free. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [Modelyo Confidential AI vs Modelyo Sovereign Cloud](https://cybersectools.com/compare/modelyo-cloud-vs-modelyo-confidential-ai)
- [Modelyo Confidential AI vs Confidential AI Inference](https://cybersectools.com/compare/confidential-inference-api-vs-modelyo-confidential-ai)
- [Modelyo Confidential AI vs enclaive Buckypaper CVMs](https://cybersectools.com/compare/enclaive-buckypaper-cvms-vs-modelyo-confidential-ai)
- [ZAMA vs Modelyo Sovereign Cloud](https://cybersectools.com/compare/modelyo-cloud-vs-zama-fhevm)
- [ZAMA vs Confidential AI Inference](https://cybersectools.com/compare/confidential-inference-api-vs-zama-fhevm)
- [ZAMA vs enclaive Buckypaper CVMs](https://cybersectools.com/compare/enclaive-buckypaper-cvms-vs-zama-fhevm)

## Alternatives to each

- [See all Modelyo Confidential AI alternatives](https://cybersectools.com/alternatives/modelyo-confidential-ai)
- [See all ZAMA alternatives](https://cybersectools.com/alternatives/zama-fhevm)

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Source: https://cybersectools.com/compare/modelyo-confidential-ai-vs-zama-fhevm

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

More on Modelyo Confidential AI and ZAMA: 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