Managed detection and response · November 2026 Edition
Red Canary vs Rapid7 MDR
Zero of fourteen models named Red Canary first on the direct prompt; zero named Rapid7 MDR. Red Canary was named by eight of the fourteen models and Rapid7 MDR by twelve and Red Canary carries 18 labels and Rapid7 MDR 21, so the shares are not directly comparable.
Named in five categories this edition.
Named in two categories this edition.
First-choice share4%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate11%5%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#7A position in a field of 11; printed, not drawn.
Labels1821A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Red Canary 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 Red Canary · Arctic Wolf Managed Detection and Response vs Rapid7 MDR · Huntress Managed EDR vs Red Canary
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.
Red CanaryFirst choices, of fourteen modelsRapid7 MDR
Direct00
Paraphrase211 against Rapid7 MDR
Comparative00
Budget-constrained002 against Red Canary
Scale-constrained00
Negative01
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, Red Canary and Rapid7 MDR were named in the same answer twenty-one times, of the 72 answers naming Red Canary and the 54 naming Rapid7 MDR. In those answers Rapid7 MDR took the first choice zero times and Red Canary zero.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Red Canary 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 | | |
Red Canary Rapid7 MDR first choice named as an alternative argued againstblank: not namedEach cell is one answer, Red Canary on the left and Rapid7 MDR on the right.The direct prompt
The plain question, one answer per model, grouped by where Red Canary and Rapid7 MDR stood in it.
Neither was the first choice, one was named
7 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
Perplexity SonarArctic Wolf Managed Detection and Response alternatives: CrowdStrike, Expel MDR, Red Canary, SentinelOne Singularity MDR, Sophos MDR
DeepSeek V4 FlashArctic Wolf Managed Detection and Response, Sophos MDR alternatives: Expel MDR, Huntress Managed EDR, Red Canary
Kimi K2Arctic Wolf Managed Detection and Response alternatives: ESET PROTECT MDR, Expel MDR, Rapid7 MDR, Sophos MDR
Muse Glimmer 30BArctic Wolf Managed Detection and Response alternatives: CrowdStrike Falcon Complete, Expel MDR, Red Canary, Sophos MDR, eSentire MDR
Neither was named
7 of 14 modelsThe answer made no first choice from these two in this category.Grok 4.20Sophos MDR alternatives: Arctic Wolf Managed Detection and Response, eSentire MDR
Mistral SmallArctic Wolf Managed Detection and Response alternatives: Huntress Managed EDR, Sophos MDR
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
GLM 4.7 FlashXExpel MDR, Sophos MDR alternatives: Cynet 360, ESET PROTECT MDR
MiniMax M2.5Arctic Wolf Managed Detection and Response, Huntress Managed EDR alternatives: Sophos MDR
GPT-6 LunaExpel MDR, Sophos MDR alternatives: Arctic Wolf Managed Detection and Response, CrowdStrike Falcon Complete
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
Level: the same share of first choices.
Red Canary0%#10 of 10Rapid7 MDR0%#– of 10Mid-marketThe figures above
Red Canary leads by two points.
Red Canary4%#6 of 11Rapid7 MDR2%#7 of 11Enterprise
The order flips: Rapid7 MDR leads at enterprise.
Rapid7 MDR4%#6 of 13Red Canary0%#11 of 13What the models said about Red Canary
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“Avoid "enterprise-tier" providers on a budget: ... Red Canary score highest overall” DeepSeek V4 Flash · budget prompt · hard negative
“Red Canary itself is premium, but some Managed Service Providers (MSPs) bundle Red Canary detection into their services at a lower cost” Qwen 3.7 Flash · budget prompt · soft negative
“Start with a demo from Huntress (for sheer ease of entry) and Red Canary (for depth of analysis).” Qwen 3.7 Flash · paraphrase prompt · first choice
“Top Recommendation: Red Canary” Grok 4.20 · paraphrase prompt · first choice
“Best For: Endpoint-centric security depth, rigorous threat hunting, and open EDR compatibility.” Gemini 3.5 Flash · direct prompt · alternative
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 Red CanaryArctic Wolf Managed Detection and Response vs Rapid7 MDRHuntress Managed EDR vs Red CanaryHuntress Managed EDR vs Rapid7 MDRSophos MDR vs Red CanarySophos MDR vs Rapid7 MDRExpel MDR vs Red CanaryExpel MDR vs Rapid7 MDRCrowdStrike Falcon Complete vs Red CanaryCrowdStrike Falcon Complete vs Rapid7 MDRRed Canary vs CrowdStrikeRapid7 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.