# Hypergraph AI vs Shield-IoT ShieldEdge: side-by-side comparison (2026)

[Hypergraph AI](https://cybersectools.com/tools/hypergraph-ai) is a commercial [network detection and response](https://cybersectools.com/categories/ndr) solution by [Hypergraph AI](https://cybersectools.com/companies/hypergraph-ai). [Shield-IoT ShieldEdge](https://cybersectools.com/tools/shield-iot-shieldedge) is a commercial [IoT security](https://cybersectools.com/categories/iot-security) solution by [Shield-IoT](https://cybersectools.com/companies/shield-iot). Features, integrations, deployment and the company behind each one, side by side.

## Side-by-side comparison

| | Hypergraph AI | Shield-IoT ShieldEdge |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | Network Detection and Response | IoT Security |
| Verified | No | No |
| Deployment type | Cloud | Hybrid |
| Company size fit | Mid-Market, Enterprise | SMB, Mid-Market, Enterprise |
| Company | Hypergraph AI | Shield-IoT |
| Headquarters | – | – |

### Use cases and capabilities

| | Hypergraph AI | Shield-IoT ShieldEdge |
|---|---|---|
| NDR | Yes | – |
| Graph | Yes | – |
| Anomaly Detection | Yes | – |
| IoT Security | Yes | Yes |
| SCADA | Yes | – |
| Lateral Movement | Yes | – |
| AI SOC | Yes | – |
| Network Topology | Yes | – |
| Network Visibility | Yes | Yes |
| Critical Infrastructure | Yes | – |
| Multi Tenancy | – | Yes |

### Core features

**Hypergraph AI**

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

**Shield-IoT ShieldEdge**

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

### Integrations

**Hypergraph AI**

No integrations listed.

**Shield-IoT ShieldEdge**

3 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.

- [Hypergraph AI](https://cybersectools.com/tools/hypergraph-ai) fits if you want a cloud product.
- [Shield-IoT ShieldEdge](https://cybersectools.com/tools/shield-iot-shieldedge) fits if you need both cloud and on-premises options and you are a small business.

## Hypergraph AI vs Shield-IoT ShieldEdge FAQ

Common questions when comparing Hypergraph AI vs Shield-IoT ShieldEdge for network detection and response.

### What is the difference between Hypergraph AI and Shield-IoT ShieldEdge?

**Hypergraph AI**: GNN-based NDR platform for agentless threat detection across IT, IoT, and OT. Built by Hypergraph AI.

**Shield-IoT ShieldEdge**: Agentless AI security platform for IoT/OT/IT edge network visibility & threat mgmt. Built by Shield-IoT.

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

### Who makes Hypergraph AI and Shield-IoT ShieldEdge?

**Hypergraph AI** is made by Hypergraph AI. **Shield-IoT ShieldEdge** is made by Shield-IoT. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

### Is Hypergraph AI a good alternative to Shield-IoT ShieldEdge?

In part. Hypergraph AI and Shield-IoT ShieldEdge are not in the same category on CybersecTools. Both cover IoT Security, Network Visibility. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [Hypergraph AI vs GREYCORTEX Mendel](https://cybersectools.com/compare/greycortex-mendel-vs-hypergraph-ai)
- [Hypergraph AI vs Cyber 2.0](https://cybersectools.com/compare/cyber-20-vs-hypergraph-ai)
- [Hypergraph AI vs Port0 Network Security](https://cybersectools.com/compare/hypergraph-ai-vs-port0-network-security)
- [Shield-IoT ShieldEdge vs GREYCORTEX Mendel](https://cybersectools.com/compare/greycortex-mendel-vs-shield-iot-shieldedge)
- [Shield-IoT ShieldEdge vs Cyber 2.0](https://cybersectools.com/compare/cyber-20-vs-shield-iot-shieldedge)
- [Shield-IoT ShieldEdge vs Port0 Network Security](https://cybersectools.com/compare/port0-network-security-vs-shield-iot-shieldedge)

## Alternatives to each

- [See all Hypergraph AI alternatives](https://cybersectools.com/alternatives/hypergraph-ai)
- [See all Shield-IoT ShieldEdge alternatives](https://cybersectools.com/alternatives/shield-iot-shieldedge)

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Source: https://cybersectools.com/compare/hypergraph-ai-vs-shield-iot-shieldedge

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

More on Hypergraph AI and Shield-IoT ShieldEdge: 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