Managed detection and response · November 2026 Edition
Huntress Managed EDR vs Rapid7 MDR
One of fourteen models named Huntress Managed EDR first on the direct prompt; zero named Rapid7 MDR. Huntress Managed EDR was named by thirteen of the fourteen models and Rapid7 MDR by twelve and Huntress Managed EDR carries 39 labels and Rapid7 MDR 21, so the shares are not directly comparable.
Named in seven categories this edition.
Named in two categories this edition.
First-choice share27%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate8%5%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#7A position in a field of 11; printed, not drawn.
Labels3921A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Huntress Managed EDR 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 Rapid7 MDR · Huntress Managed EDR vs Sophos 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.
Huntress Managed EDRFirst choices, of fourteen modelsRapid7 MDR
Direct101 against Huntress Managed EDR
Paraphrase111 against Huntress Managed EDR · 1 against Rapid7 MDR
Comparative00
Budget-constrained120
Scale-constrained00
Negative011 against Huntress Managed EDR
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.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Huntress Managed EDR 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 | | | |
Huntress Managed EDR Rapid7 MDR first choice named as an alternative argued againstblank: not namedEach cell is one answer, Huntress Managed EDR on the left and Rapid7 MDR on the right.The direct prompt
The plain question, one answer per model, grouped by where Huntress Managed EDR and Rapid7 MDR stood in it.
Huntress Managed EDR first, Rapid7 MDR not the choice
1 of 14 modelsRapid7 MDR was named in the answer but not as the choice, or not at all.MiniMax M2.5Arctic Wolf Managed Detection and Response, Huntress Managed EDR alternatives: Sophos MDR
Neither was the first choice, one was named
8 of 14 modelsThe answer put something else first and named one of the two as an alternative.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
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
Neither was named
5 of 14 modelsThe answer made no first choice from these two in this category.Perplexity SonarArctic Wolf Managed Detection and Response alternatives: CrowdStrike, Expel MDR, Red Canary, SentinelOne Singularity MDR, Sophos MDR
Grok 4.20Sophos MDR alternatives: Arctic Wolf Managed Detection and Response, eSentire MDR
GLM 4.7 FlashXExpel MDR, Sophos MDR alternatives: Cynet 360, ESET PROTECT MDR
GPT-6 LunaExpel MDR, Sophos MDR alternatives: Arctic Wolf Managed Detection and Response, CrowdStrike Falcon Complete
Muse Glimmer 30BArctic Wolf Managed Detection and Response alternatives: CrowdStrike Falcon Complete, Expel MDR, Red Canary, Sophos MDR, eSentire 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
Huntress Managed EDR leads by eighty-three points.
Huntress Managed EDR83%#1 of 10Rapid7 MDR0%#– of 10Mid-marketThe figures above
Huntress Managed EDR leads by twenty-five points.
Huntress Managed EDR27%#2 of 11Rapid7 MDR2%#7 of 11Enterprise
The order flips: Rapid7 MDR leads at enterprise.
Rapid7 MDR4%#6 of 13Huntress Managed EDR0%#13 of 13What the models said about Huntress Managed EDR
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Huntress is affordable and easy to deploy, but has limited detection depth and manual investigations that increase exposure.” Claude Haiku 4.5 · negative prompt · soft negative
“Excellent value for smaller mid-market or MSP-partnered setups, but may feel light for more complex B2B environments.” Grok 4.20 · paraphrase prompt · soft negative
“Simpler, more affordable endpoint and Microsoft 365-focused MDR, though less comprehensive for complex environments.” Perplexity Sonar · direct prompt · soft negative
“Huntress is widely regarded as the best MDR (Managed Detection and Response) service for companies with a limited budget” Grok 4.20 · budget 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 Rapid7 MDRHuntress Managed EDR vs Sophos MDRHuntress Managed EDR vs Expel MDRHuntress Managed EDR vs CrowdStrike Falcon CompleteHuntress Managed EDR vs Red CanaryHuntress Managed EDR vs CrowdStrikeSophos 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.