# Red Canary Security Data Lake vs Scanner: side-by-side comparison (2026)

[Red Canary Security Data Lake](https://cybersectools.com/tools/red-canary-security-data-lake) is a commercial [security data pipelines](https://cybersectools.com/categories/security-data-pipelines) solution by [Zscaler](https://cybersectools.com/companies/zscaler). [Scanner](https://cybersectools.com/tools/scanner) is a commercial [security data pipelines](https://cybersectools.com/categories/security-data-pipelines) solution by [Scanner](https://cybersectools.com/companies/scanner). Features, integrations, deployment and the company behind each one, side by side.

## Side-by-side comparison

| | Red Canary Security Data Lake | Scanner |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | Security Data Pipelines | Security Data Pipelines |
| Verified | No | No |
| Deployment type | Cloud | Cloud |
| Company size fit | SMB, Mid-Market, Enterprise | SMB, Mid-Market, Enterprise |
| Company | Zscaler | Scanner |
| Headquarters | – | – |

### Use cases and capabilities

| | Red Canary Security Data Lake | Scanner |
|---|---|---|
| Log Management | Yes | Yes |
| SQL | Yes | – |
| S3 | – | Yes |
| Detection Rules | – | Yes |
| AWS Security | – | Yes |
| MCP Security | – | Yes |
| AI SOC | – | Yes |
| Cloud Native | – | Yes |
| Search | – | Yes |

### Core features

**Red Canary Security Data Lake**

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

**Scanner**

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

### Integrations

**Red Canary Security Data Lake**

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

**Scanner**

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

## Red Canary Security Data Lake vs Scanner FAQ

Common questions when comparing Red Canary Security Data Lake vs Scanner for security data pipelines.

### What is the difference between Red Canary Security Data Lake and Scanner?

**Red Canary Security Data Lake**: Cost-efficient security data storage with SQL search and MDR integration. Built by Zscaler.

**Scanner**: Security data lake platform for threat detection via S3-native log indexing. Built by Scanner.

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

### Who makes Red Canary Security Data Lake and Scanner?

**Red Canary Security Data Lake** is made by Zscaler. **Scanner** is made by Scanner. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

### Is Red Canary Security Data Lake a good alternative to Scanner?

Often, yes. Red Canary Security Data Lake and Scanner are both Security Data Pipelines products, and both cover Log Management. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [Red Canary Security Data Lake vs Beacon Security Agentic SOC](https://cybersectools.com/compare/beacon-security-agentic-soc-vs-red-canary-security-data-lake)
- [Red Canary Security Data Lake vs Beacon Data Normalization](https://cybersectools.com/compare/beacon-data-normalization-vs-red-canary-security-data-lake)
- [Red Canary Security Data Lake vs Monad Embedded](https://cybersectools.com/compare/monad-vs-red-canary-security-data-lake)
- [Scanner vs Beacon Security Agentic SOC](https://cybersectools.com/compare/beacon-security-agentic-soc-vs-scanner)
- [Scanner vs Beacon Data Normalization](https://cybersectools.com/compare/beacon-data-normalization-vs-scanner)
- [Scanner vs Monad Embedded](https://cybersectools.com/compare/monad-vs-scanner)

## Alternatives to each

- [See all Red Canary Security Data Lake alternatives](https://cybersectools.com/alternatives/red-canary-security-data-lake)
- [See all Scanner alternatives](https://cybersectools.com/alternatives/scanner)

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Source: https://cybersectools.com/compare/red-canary-security-data-lake-vs-scanner

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

More on Red Canary Security Data Lake and Scanner: 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