# Rapid7 MDR: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 22 judge labels across 2 categories by 12 of 14 models. Page: https://www.gane.ai/index/it/vendors/rapid7-mdr

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Managed detection and response](https://www.gane.ai/index/it/security/managed-detection-and-response/index.md) | 2% | 8 | 5% | 21 |
| [Endpoint detection and response](https://www.gane.ai/index/it/security/endpoint-detection-and-response/index.md) | 2% | 13 | 0% | 1 |

## What the models said for it

- "Purpose-built for companies without SOCs. Bundles tool + humans. Often the best fit for 500-person companies." (Kimi K2, EDR)
- "Rapid7 MDR stands out as a particularly strong choice for mid-sized organizations." (Claude Haiku 4.5, MDR)
- "Better alternatives that provide platform access: Rapid7, Expel" (Kimi K2, MDR)
- "Strong option for organizations seeking vulnerability management, SIEM capabilities, and MDR bundled together." (Gemini 3.5 Flash, MDR)

## And against it

- "Avoid providers like Rapid7, ReliaQuest, or eSentire initially" (DeepSeek V4 Flash, MDR)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 1 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 3 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 3 | 0 | 3 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 2 | 2 | 0 | 0 | 4 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Rapid7 MDR, from 52 of the 54 answers that named it (only the models that return a source list).

### Domains cited

- mdrproviders.io: 29
- rapid7.com: 19 (its own site)
- cybersecuritynews.com: 18
- cynet.com: 17
- gbhackers.com: 12
- huntress.com: 12
- consilien.com: 11
- crowdstrike.com: 11
- expertinsights.com: 11
- eset.com: 10

### Pages cited

- https://cybersecuritynews.com/best-mdr-services: 18
- https://mdrproviders.io/providers/size/enterprise: 15
- https://rapid7.com/fundamentals/top-mdr-providers: 13
- https://consilien.com/news/best-mdr-providers-smb-2026: 11
- https://expertinsights.com/endpoint-security/the-top-managed-detection-and-response-mdr-solutions: 10
- https://channelinsider.com/security/tools-and-platforms/mdr-services: 9
- https://cynet.com/security-foundations/managed-detection-and-response/mdr-solutions-why-they-are-critical-and-how-to-choose: 9
- https://defendify.com/blog/managed-detection-and-response-providers: 9

## In its own words

What Rapid7 MDR's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: managed security service (https://www.rapid7.com/fundamentals/mdr-vs-xdr)
- For: organizations that need stronger detection and response but do not have the staff, budget, or coverage to build a 24/7 security operations center (SOC) from the ground up (https://www.rapid7.com/fundamentals/mdr-vs-xdr)

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.