Nine of fourteen models named Huntress Managed ITDR first on the direct prompt; zero named Microsoft Defender for Identity. Huntress Managed ITDR was named by fourteen of the fourteen models and Microsoft Defender for Identity by twelve and Huntress Managed ITDR carries 41 labels and Microsoft Defender for Identity 38, so the shares are not directly comparable.
Named in one category this edition.
Named in one category 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 identity threat detection and response page.
Across every category in the October 2026 Edition, Huntress Managed ITDR and Microsoft Defender for Identity were named in the same answer sixty-nine times, of the 128 answers naming Huntress Managed ITDR and the 117 naming Microsoft Defender for Identity. In those answers Microsoft Defender for Identity took the first choice twelve times and Huntress Managed ITDR forty-six.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | MD | |||||
| GPT-5.4 mini | MD | |||||
| Gemini 3.5 Flash | MD | MD | ||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | MD | |||||
| Kimi K2 | MD | MD | ||||
| GLM 4.7 FlashX | MD | MD | ||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | MD | |||||
| 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. Five of six in this category shown.
“Huntress: Occasional false positives from location/VPN data... Per-user pricing scales poorly (Huntress complaints)” Grok 4.1 Fast · negative prompt · soft negative
“Huntress Managed ITDR users report inadequate detection of failed login attempts, limiting proactive responses.” GLM 4.7 FlashX · negative prompt · soft negative
“Start with Huntress if you want plug-and-play managed protection without a big stack overhaul—it's repeatedly called out as the value leader for mid-market” Grok 4.1 Fast · direct prompt · first choice
“Huntress is often the best overall fit when the company is mid-market but not heavily staffed in security operations” GPT-5.4 mini · direct prompt · first choice
“Top Recommendation: Huntress Managed ITDR ... Huntress is built specifically for the mid-market and MSP-backed environments.” Gemini 3.5 Flash · paraphrase 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.
“Reviewers report heavy alert noise during onboarding that requires real tuning time and limited value outside Microsoft-centric environments, with rigid customization.” Claude Haiku 4.5 · negative prompt · soft negative
“is top-tier for Active Directory and Entra ID, but if your enterprise also uses Okta, Ping, or AWS IAM, Microsoft's native tools will leave major visibility gaps.” Gemini 3.5 Flash · negative prompt · soft negative
“Microsoft Defender for Identity users report that false positives on cloud-side detections require ongoing tuning effort and AD expertise” GLM 4.7 FlashX · negative prompt · soft negative
“Look to CrowdStrike Falcon Identity or Microsoft Defender for Identity. The integration of endpoint telemetry and identity logs provides a powerful, consolidated investigation workflow.” Gemini 3.5 Flash · comparative prompt · first choice
“Microsoft Defender for Identity is the natural choice for M365 E5 customers, providing no-additional-cost ITDR with native Defender XDR integration” Claude Haiku 4.5 · paraphrase prompt · first choice
“The "Zero Incremental Cost" Option: Microsoft Defender for Identity ... This is the highest ROI move you can make for a $0 incremental spend.” Qwen 3.7 Flash · budget 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.