# Cribl AI vs Query.AI Federated Search for Splunk: 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). [Query.AI Federated Search for Splunk](https://cybersectools.com/tools/queryai-federated-search-for-splunk) is a commercial [security data pipelines](https://cybersectools.com/categories/security-data-pipelines) solution by [Query.AI](https://cybersectools.com/companies/queryai). Features, integrations, deployment and the company behind each one, side by side.

## Side-by-side comparison

| | Cribl AI | Query.AI Federated Search for Splunk |
|---|---|---|
| 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 | Query.AI |
| Headquarters | – | – |

### Use cases and capabilities

| | Cribl AI | Query.AI Federated Search for Splunk |
|---|---|---|
| AI Copilot | Yes | – |
| AI Observability | Yes | – |
| AI DLP | Yes | – |
| Sensitive Data | Yes | – |
| PII | Yes | – |
| Log Management | Yes | Yes |
| Observability | Yes | Yes |
| Natural Language Processing | Yes | – |
| Generative AI | Yes | – |
| MCP Security | Yes | – |
| Splunk | – | Yes |

### Core features

**Cribl AI**

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

**Query.AI Federated Search for Splunk**

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

### Integrations

**Cribl AI**

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

**Query.AI Federated Search for Splunk**

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

## Cribl AI vs Query.AI Federated Search for Splunk FAQ

Common questions when comparing Cribl AI vs Query.AI Federated Search for Splunk for security data pipelines.

### What is the difference between Cribl AI and Query.AI Federated Search for Splunk?

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

**Query.AI Federated Search for Splunk**: Extends Splunk visibility via federated search across external data sources, built by Query.AI.

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

### Who makes Cribl AI and Query.AI Federated Search for Splunk?

**Cribl AI** is made by Cribl. **Query.AI Federated Search for Splunk** is made by Query.AI. 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 Query.AI Federated Search for Splunk?

Often, yes. Cribl AI and Query.AI Federated Search for Splunk are both Security Data Pipelines products, and both cover Log Management, Observability. 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 Cribl Edge™](https://cybersectools.com/compare/cribl-ai-vs-cribl-edgetm)
- [Query.AI Federated Search for Splunk vs Cribl Stream™](https://cybersectools.com/compare/cribl-streamtm-vs-queryai-federated-search-for-splunk)
- [Query.AI Federated Search for Splunk vs Cribl Lake](https://cybersectools.com/compare/cribl-lake-vs-queryai-federated-search-for-splunk)
- [Query.AI Federated Search for Splunk vs Cribl Edge™](https://cybersectools.com/compare/cribl-edgetm-vs-queryai-federated-search-for-splunk)

## Alternatives to each

- [See all Cribl AI alternatives](https://cybersectools.com/alternatives/cribl-ai)
- [See all Query.AI Federated Search for Splunk alternatives](https://cybersectools.com/alternatives/queryai-federated-search-for-splunk)

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Source: https://cybersectools.com/compare/cribl-ai-vs-queryai-federated-search-for-splunk

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 Query.AI Federated Search for Splunk: 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