| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Vulnerability management platforms | Security operations | 0% | 20 of 80 | 0% | 3 | under 10 labels · led by Rapid7 InsightVM at 45% |
| Endpoint detection and response | Security operations | 0% | 35 of 54 | 0% | 1 | under 10 labels · led by Bitdefender GravityZone at 20% |
| SIEM platforms | Security operations | 0% | 19 of 49 | 0% | 1 | under 10 labels · led by Microsoft Sentinel at 41% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 0 | 2 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“Arctic Wolf (Excellent, high-touch "Concierge Security" model for the mid-market).” Gemini 3.5 Flash · SIEM · paraphrase prompt · alternative
“Choose Arctic Wolf Aurora if you'd rather buy more managed guidance/service” GPT-5.4 mini · Vuln management · direct prompt · alternative
“Best for: Companies that don't want to manage the tool themselves.” Qwen 3.7 Flash · Vuln management · paraphrase prompt · alternative
“Arctic Wolf (Best for: Managed security service)” Kimi K2 · Vuln management · comparative prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 12 of the 14 answers that named Arctic Wolf and are not a share of its labels.
Thirty-seven of the thirty-seven domain citations in answers naming Arctic Wolf came from somebody else's page.
Pages are listed as the models cited them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Arctic Wolf's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Arctic Wolf, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at arcticwolf.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.