One of fourteen models named Microsoft 365 Admin Center first on the direct prompt; zero named CIPP. Microsoft 365 Admin Center was named by nine of the fourteen models and CIPP by nine and Microsoft 365 Admin Center carries 18 labels and CIPP 17, 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 microsoft 365 management page.
Across every category in the October 2026 Edition, Microsoft 365 Admin Center and CIPP were named in the same answer eighteen times, of the 75 answers naming Microsoft 365 Admin Center and the 37 naming CIPP. In those answers CIPP took the first choice two times and Microsoft 365 Admin Center seven.
| Model | DirectM3 | ParaphraseM3 | ComparativeM3 | Budget-constrainedM3 | Scale-constrainedM3 | NegativeM3 |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | M3 | M3 | M3 | M3 | M3 | |
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | M3 | M3 | ||||
| Grok 4.1 Fast | M3 | M3 | M3 | |||
| Mistral Small | ||||||
| DeepSeek V4 Flash | M3 | M3 | ||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | M3 | |||||
| GPT-6 Luna | M3 | |||||
| Muse Glimmer 30B | M3 |
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.
“Fine for basic tasks (user management, service health), but lacks depth for advanced governance, granular reporting, security posture, or multi-tenant ops.” Grok 4.1 Fast · negative prompt · soft negative
“Core for daily admin tasks like user/license management, but lacks advanced automation/reporting.” Grok 4.1 Fast · direct prompt · soft negative
“Built-in admin needs: start with Microsoft 365 Admin Center because it already centralizes core admin portals.” Perplexity Sonar · comparative prompt · first choice
“Best for: day-to-day tenant administration. This is the central place for core Microsoft 365 service management” GPT-5.4 mini · comparative prompt · first choice
“Best budget choice for most companies: Microsoft 365 Admin Center, supplemented by Microsoft Graph PowerShell.” GPT-6 Luna · budget 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.
“Use cautiously third‑party tools like Augmentt, Skykick, or CIPP—validate their features, support, and security posture before committing.” GLM 4.7 FlashX · negative prompt · soft negative
“some criticized in reviews for minimal customization like early CIPP versions” Grok 4.1 Fast · negative prompt · soft negative
“Hosted starts low (~$99/month, but avoid if budget-tight).” Grok 4.1 Fast · budget prompt · soft negative
“Multi-tenant admin & provisioning | CIPP (open-source) or Microsoft Lighthouse (basic baseline)” DeepSeek V4 Flash · negative prompt · first choice
“start with AdminDroid's free edition or CIPP (if you need multi-tenant management)” Mistral Small · budget prompt · first choice
“Top Recommendation: CIPP (CyberDrain Improved Partner Portal)” MiniMax M2.5 · 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.