Ten of fourteen models named Arctic Wolf Managed Detection and Response first on the direct prompt; one named CrowdStrike Falcon Complete. Arctic Wolf Managed Detection and Response was named by fourteen of the fourteen models and CrowdStrike Falcon Complete by twelve and Arctic Wolf Managed Detection and Response carries 40 labels and CrowdStrike Falcon Complete 27, so the shares are not directly comparable.
Named in one category this edition.
Named in two 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 October 2026 Edition, Arctic Wolf Managed Detection and Response and CrowdStrike Falcon Complete were named in the same answer fifty-nine times, of the 106 answers naming Arctic Wolf Managed Detection and Response and the 90 naming CrowdStrike Falcon Complete. In those answers CrowdStrike Falcon Complete took the first choice seventeen times and Arctic Wolf Managed Detection and Response fourteen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| 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. Six of seven in this category shown.
“Excellent quality, but requires ~$25K–$44K minimum annual contract—not great for small budgets” DeepSeek V4 Flash · budget prompt · soft negative
“or Arctic Wolf (~$44K/year minimum, or $60–$100/user/year)” Grok 4.1 Fast · budget prompt · soft negative
“higher‑touch support, but premium price” GLM 4.7 FlashX · budget prompt · soft negative
“1. Arctic Wolf ... making it especially popular with mid-market organizations that want enterprise-level security operations without building a full SOC.” Claude Haiku 4.5 · direct prompt · first choice
“The Best Overall Recommendation: Arctic Wolf ... is usually the safest bet for a "set it and forget it" partnership model” GLM 4.7 FlashX · paraphrase prompt · first choice
“### 1. Arctic Wolf (Best for "Concierge" Support) Arctic Wolf is frequently rated highly for mid-market organizations” Qwen 3.7 Flash · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“What to Avoid on a Tight Budget ... Premium pricing; requires committing to their platform” Kimi K2 · budget prompt · hard negative
“It sits at a premium price point compared to Sophos or Arctic Wolf, which can sometimes push it out of reach for smaller mid-market budgets.” Gemini 3.5 Flash · direct prompt · soft negative
“CrowdStrike Falcon Complete's pricing and operational complexity exceed what most small and mid-size organizations can support” Claude Haiku 4.5 · negative prompt · soft negative
“If you want the safest "default best" for many mid-market B2B firms: CrowdStrike Falcon Complete Next-Gen MDR.” GPT-5.4 mini · direct prompt · first choice
“Often ranked #1 in independent evaluations (~8.8/10 in recent scoring)” DeepSeek V4 Flash · comparative prompt · first choice
“Ranked highest by Forrester in Strategy & Current Offering (2025)” Kimi K2 · comparative prompt · first choice
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.