ReliaQuest GreyMatter is an open extended detection and response (XDR) platform that also covers managed detection and response and attack surface management · reliaquest.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Huntress Managed EDR is first at 83%.
Arctic Wolf Managed Detection and Response is first at 31%.
CrowdStrike Falcon Complete is first at 33%.
“Choose Arctic Wolf, Expel, Red Canary or ReliaQuest if you need vendor-agnostic, bring-your-own-tools coverage”Muse Glimmer 30B · Comparative question · alternative
“ReliaQuest GreyMatter is ranked #1 in an 8-tool enterprise ranking for end-to-end AI-driven SOC operations”Muse Glimmer 30B · Comparative question · alternative
“Choose ReliaQuest GreyMatter if you need a unified platform that covers the entire SOC lifecycle”GLM 4.7 FlashX · Comparative question · alternative
“If seeking an Open XDR / Managed hybrid model: Evaluate Stellar Cyber or ReliaQuest.”Gemini 3.5 Flash · Scale-constrained question · alternative
“Avoid providers like Rapid7, ReliaQuest, or eSentire initially”DeepSeek V4 Flash · Paraphrase question · warning
“often cost-prohibitive due to enterprise licensing, seat minimums, or unscalable data-ingestion fees”Gemini 3.5 Flash · Budget-constrained question · warning
The products named in the same answers as ReliaQuest GreyMatter, over the 60 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 23 | 6 | View → | |
| 23 | 0 | View → | |
| 22 | 1 | View → | |
| 20 | 0 | View → | |
| 19 | 6 | View → | |
| 19 | 1 | View → | |
| 17 | 3 | View → | |
| 16 | 0 | View → | |
| 15 | 11 | View → | |
| 15 | 1 | View → |
A side-by-side page exists where both products are among a category's top eight.
Stated on ReliaQuest GreyMatter's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 55 of the 60 answers that named ReliaQuest GreyMatter and are not a share of its labels.
140 of the 163 domain citations in answers naming ReliaQuest GreyMatter came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 1 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 2 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 1 | 3 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 2 | 0 | 3 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 2 | 2 | 0 | 4 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 628 | 6 | 2026-09-23 | SIEM, MDR | |
| Podcast or video | 343 | 7 | 2026-09-23 | MFA, EDR | |
| News or press | 88 | 0 | 2025-07-29 | SOAR | |
| Case study | 45 | 0 | 2026-05-06 | ||
| Glossary or explainer | 34 | 2 | 2026-07-22 | ASM, XDR | |
| Comparison | 31 | 1 | 2026-07-22 | MDR, XDR | |
| Webinar or virtual event | 28 | 17 | 2026-10-27 | SIEM | |
| Conference or event | 7 | 1 | 2026-07-15 | ||
| Report or ebook | 2 | undated | |||
| Template or tool | 2 | 0 | 2026-02-24 |
Every page reliaquest.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.