# Cribl AI vs Scanner: side-by-side comparison (2026)

[Cribl AI](https://cybersectools.com/tools/cribl-ai) is a commercial [security data pipelines](https://cybersectools.com/categories/security-data-pipelines) solution by [Cribl](https://cybersectools.com/companies/cribl). [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

| | Cribl AI | 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 | Cribl | Scanner |
| Headquarters | – | – |

### Use cases and capabilities

| | Cribl AI | Scanner |
|---|---|---|
| AI Copilot | Yes | – |
| AI Observability | Yes | – |
| AI DLP | Yes | – |
| Sensitive Data | Yes | – |
| PII | Yes | – |
| Log Management | Yes | Yes |
| Observability | Yes | – |
| Natural Language Processing | Yes | – |
| Generative AI | Yes | – |
| MCP Security | Yes | Yes |
| S3 | – | Yes |
| Detection Rules | – | Yes |
| AWS Security | – | Yes |
| AI SOC | – | Yes |
| Cloud Native | – | Yes |
| Search | – | Yes |

### Core features

**Cribl AI**

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

**Scanner**

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

### Integrations

**Cribl AI**

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

**Scanner**

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

## Cribl AI vs Scanner FAQ

Common questions when comparing Cribl AI vs Scanner for security data pipelines.

### What is the difference between Cribl AI and Scanner?

**Cribl AI**: AI layer for telemetry mgmt with PII detection, query assist & AI observability, built by Cribl.

**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 Cribl AI and Scanner?

**Cribl AI** is made by Cribl. **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 Cribl AI a good alternative to Scanner?

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

## Related comparisons

- [Cribl AI vs Cribl Stream™](https://cybersectools.com/compare/cribl-ai-vs-cribl-streamtm)
- [Cribl AI vs Cribl Lake](https://cybersectools.com/compare/cribl-ai-vs-cribl-lake)
- [Cribl AI vs Beacon Data Normalization](https://cybersectools.com/compare/beacon-data-normalization-vs-cribl-ai)
- [Scanner vs Cribl Stream™](https://cybersectools.com/compare/cribl-streamtm-vs-scanner)
- [Scanner vs Cribl Lake](https://cybersectools.com/compare/cribl-lake-vs-scanner)
- [Scanner vs Beacon Data Normalization](https://cybersectools.com/compare/beacon-data-normalization-vs-scanner)

## Alternatives to each

- [See all Cribl AI alternatives](https://cybersectools.com/alternatives/cribl-ai)
- [See all Scanner alternatives](https://cybersectools.com/alternatives/scanner)

---

Source: https://cybersectools.com/compare/cribl-ai-vs-scanner

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

More on Cribl AI 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