Managed detection and response · November 2026 Edition
Arctic Wolf Managed Detection and Response vs Rapid7 MDR
Eleven of fourteen models named Arctic Wolf Managed Detection and Response first on the direct prompt; zero named Rapid7 MDR. Arctic Wolf Managed Detection and Response was named by fourteen of the fourteen models and Rapid7 MDR by twelve and Arctic Wolf Managed Detection and Response carries 48 labels and Rapid7 MDR 21, so the shares are not directly comparable.
Named in two categories this edition.
Named in two categories this edition.
First-choice share31%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate12%5%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#7A position in a field of 11; printed, not drawn.
Labels4821A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Arctic Wolf Managed Detection and Response reading right to left. Rank and label count are printed, not drawn.Sophos MDR was named alongside these two in thirteen of the fourteen direct answers. Arctic Wolf Managed Detection and Response vs Huntress Managed EDR · Arctic Wolf Managed Detection and Response vs Sophos MDR · Arctic Wolf Managed Detection and Response vs Expel MDR
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the managed detection and response page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Arctic Wolf Managed Detection and ResponseFirst choices, of fourteen modelsRapid7 MDR
Direct110
Paraphrase511 against Rapid7 MDR
Comparative00
Budget-constrained001 against Arctic Wolf Managed Detection and Response
Scale-constrained00
Negative015 against Arctic Wolf Managed Detection and Response
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Across every category in the November 2026 Edition, Arctic Wolf Managed Detection and Response and Rapid7 MDR were named in the same answer forty-five times, of the 127 answers naming Arctic Wolf Managed Detection and Response and the 54 naming Rapid7 MDR. In those answers Rapid7 MDR took the first choice one time and Arctic Wolf Managed Detection and Response nine.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Arctic Wolf Managed Detection and Response and Rapid7 MDR stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | | ||
| GPT-5.4 mini | | | | |||
| Gemini 3.5 Flash | | | | |||
| Perplexity Sonar | | | | |||
| Grok 4.20 | | | | | ||
| Mistral Small | | | ||||
| DeepSeek V4 Flash | | | | | ||
| Llama 4 Maverick | | |||||
| Qwen 3.7 Flash | | | ||||
| Kimi K2 | | | | | ||
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | | | ||||
| GPT-6 Luna | | | ||||
| Muse Glimmer 30B | | | | |
Arctic Wolf Managed Detection and Response Rapid7 MDR first choice named as an alternative argued againstblank: not namedEach cell is one answer, Arctic Wolf Managed Detection and Response on the left and Rapid7 MDR on the right.The direct prompt
The plain question, one answer per model, grouped by where Arctic Wolf Managed Detection and Response and Rapid7 MDR stood in it.
Arctic Wolf Managed Detection and Response first, Rapid7 MDR an alternative
11 of 14 modelsRapid7 MDR was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Arctic Wolf Managed Detection and Response alternatives: Rapid7 MDR, Sophos MDR, eSentire MDR
GPT-5.4 miniArctic Wolf Managed Detection and Response, CrowdStrike Falcon Complete alternatives: Microsoft Defender Experts for XDR, Rapid7 MDR, Sophos MDR
Gemini 3.5 FlashArctic Wolf Managed Detection and Response, Expel MDR alternatives: CrowdStrike Falcon Complete, Huntress Managed EDR, Red Canary, Sophos MDR
Perplexity SonarArctic Wolf Managed Detection and Response alternatives: CrowdStrike, Expel MDR, Red Canary, SentinelOne Singularity MDR, Sophos MDR
Mistral SmallArctic Wolf Managed Detection and Response alternatives: Huntress Managed EDR, Sophos MDR
DeepSeek V4 FlashArctic Wolf Managed Detection and Response, Sophos MDR alternatives: Expel MDR, Huntress Managed EDR, Red Canary
Llama 4 MaverickArctic Wolf Managed Detection and Response alternatives: Huntress Managed EDR, Sophos MDR, SubRosa
Qwen 3.7 FlashArctic Wolf Managed Detection and Response alternatives: BlueVoyant, Expel MDR, Huntress Managed EDR, eSentire MDR
Kimi K2Arctic Wolf Managed Detection and Response alternatives: ESET PROTECT MDR, Expel MDR, Rapid7 MDR, Sophos MDR
MiniMax M2.5Arctic Wolf Managed Detection and Response, Huntress Managed EDR alternatives: Sophos MDR
Muse Glimmer 30BArctic Wolf Managed Detection and Response alternatives: CrowdStrike Falcon Complete, Expel MDR, Red Canary, Sophos MDR, eSentire MDR
Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Grok 4.20Sophos MDR alternatives: Arctic Wolf Managed Detection and Response, eSentire MDR
GPT-6 LunaExpel MDR, Sophos MDR alternatives: Arctic Wolf Managed Detection and Response, CrowdStrike Falcon Complete
Neither was named
1 of 14 modelsThe answer made no first choice from these two in this category.GLM 4.7 FlashXExpel MDR, Sophos MDR alternatives: Cynet 360, ESET PROTECT MDR
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Arctic Wolf Managed Detection and Response leads by two points.
Arctic Wolf Managed Detection and Response2%#3 of 10Rapid7 MDR0%#– of 10Mid-marketThe figures above
Arctic Wolf Managed Detection and Response leads by twenty-nine points.
Arctic Wolf Managed Detection and Response31%#1 of 11Rapid7 MDR2%#7 of 11Enterprise
Arctic Wolf Managed Detection and Response leads by fifteen points.
Arctic Wolf Managed Detection and Response20%#2 of 13Rapid7 MDR4%#6 of 13What the models said about Arctic Wolf Managed Detection and Response
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Arctic Wolf (transparency issues)” Kimi K2 · negative prompt · hard negative
“Arctic Wolf's Concierge Security Team model is a differentiator, but the trade-off is noted as limited data transparency, guided not hands-on remediation.” Muse Glimmer 30B · negative prompt · soft negative
“Praised for its Concierge model and warranty, but some note it's not ideal for very small teams or if you need extreme customization” Grok 4.20 · negative prompt · soft negative
“Arctic Wolf is built specifically for the mid-market... Comprehensive, concierge-guided support with predictable flat pricing | Arctic Wolf” Gemini 3.5 Flash · paraphrase prompt · first choice
“Best For: Mid-market companies without a dedicated internal SOC that want a dedicated partner model and broad tool integration.” Gemini 3.5 Flash · direct prompt · first choice
“The Top All-Around Choice: Arctic Wolf ... frequently cited as the leading option for mid-market companies” Qwen 3.7 Flash · direct prompt · first choice
What the models said about Rapid7 MDR
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Avoid providers like Rapid7, ReliaQuest, or eSentire initially” DeepSeek V4 Flash · paraphrase prompt · hard negative
“Rapid7 MDR stands out as a particularly strong choice for mid-sized organizations.” Claude Haiku 4.5 · paraphrase prompt · first choice
“Better alternatives that provide platform access: Rapid7, Expel” Kimi K2 · negative prompt · first choice
“Strong option for organizations seeking vulnerability management, SIEM capabilities, and MDR bundled together.” Gemini 3.5 Flash · comparative prompt · alternative
Also compared
Arctic Wolf Managed Detection and Response vs Huntress Managed EDRArctic Wolf Managed Detection and Response vs Sophos MDRArctic Wolf Managed Detection and Response vs Expel MDRArctic Wolf Managed Detection and Response vs CrowdStrike Falcon CompleteArctic Wolf Managed Detection and Response vs Red CanaryArctic Wolf Managed Detection and Response vs CrowdStrikeHuntress Managed EDR vs Rapid7 MDRSophos MDR vs Rapid7 MDRExpel MDR vs Rapid7 MDRCrowdStrike Falcon Complete vs Rapid7 MDRRed Canary vs Rapid7 MDRRapid7 MDR vs CrowdStrikeAll twenty-eight head-to-head pages and the full MDR standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.