Three of fourteen models named Expel MDR first on the direct prompt; zero named Red Canary. Expel MDR was named by thirteen of the fourteen models and Red Canary by eight and Expel MDR carries 35 labels and Red Canary 18, so the shares are not directly comparable.
Named in one category this edition.
Named in five categories this edition.
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.
Across every category in the November 2026 Edition, Expel MDR and Red Canary were named in the same answer forty-four times, of the 92 answers naming Expel MDR and the 72 naming Red Canary. In those answers Red Canary took the first choice one time and Expel MDR two.
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Avoid "enterprise-tier" providers on a budget: ... Expel, and Red Canary” DeepSeek V4 Flash · budget prompt · hard negative
“Best For: Companies with a modern cloud/SaaS-heavy stack looking for complete transparency and a "Bring Your Own Tool" (BYOT) strategy.” Gemini 3.5 Flash · direct prompt · first choice
“CrowdStrike Falcon OverWatch or Expel MDR are top recommendations” Mistral Small · paraphrase prompt · first choice
“choose Expel for a heterogeneous stack and operational transparency” GPT-6 Luna · direct prompt · first choice
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
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.