Seven of fourteen models named CoreView ONE first on the direct prompt; zero named Microsoft 365 Admin Center. CoreView ONE was named by thirteen of the fourteen models and Microsoft 365 Admin Center by thirteen and CoreView ONE carries 43 labels and Microsoft 365 Admin Center 34, 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 November 2026 Edition, CoreView ONE and Microsoft 365 Admin Center were named in the same answer forty-six times, of the 122 answers naming CoreView ONE and the 105 naming Microsoft 365 Admin Center. In those answers Microsoft 365 Admin Center took the first choice fifteen times and CoreView ONE eleven.
| Model | DirectCOM3 | ParaphraseCOM3 | ComparativeCOM3 | Budget-constrainedCOM3 | Scale-constrainedCOM3 | NegativeCOM3 |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | CO | M3 | CO | M3 | M3 | |
| GPT-5.4 mini | M3 | M3 | M3 | M3 | ||
| Gemini 3.5 Flash | CO | CO | CO | |||
| Perplexity Sonar | CO | M3 | COM3 | |||
| Grok 4.20 | CO | M3 | CO | M3 | ||
| Mistral Small | CO | COM3 | ||||
| DeepSeek V4 Flash | CO | M3 | CO | COM3 | CO | |
| Llama 4 Maverick | CO | CO | ||||
| Qwen 3.7 Flash | CO | COM3 | CO | |||
| Kimi K2 | CO | CO | COM3 | CO | M3 | |
| GLM 4.7 FlashX | COM3 | COM3 | M3 | |||
| MiniMax M2.5 | CO | M3 | CO | COM3 | ||
| GPT-6 Luna | CO | CO | COM3 | M3 | ||
| Muse Glimmer 30B | CO | CO | M3 | 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. Six of seven in this category shown.
“This tool has received particularly high criticism with a 57% negative rate according to AI recommendation indices.” MiniMax M2.5 · negative prompt · hard negative
“CoreView - has a high negative rate (57%) and is considered a criticized challenger.” Llama 4 Maverick · negative prompt · hard negative
“CoreView (powerful but enterprise-priced)” DeepSeek V4 Flash · budget prompt · soft negative
“consider tools like CoreView, Rencore Governance, ShareGate, or AvePoint Cloud Management, which are more widely endorsed” Mistral Small · negative prompt · first choice
“CoreView stands out as the best overall Microsoft 365 management tool for a mid-market B2B company” Grok 4.20 · direct prompt · first choice
“First-choice share 31% in the IT AI Recommendation Index for enterprise buyers, endorsed leader.” Muse Glimmer 30B · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid relying solely on the Microsoft 365 Admin Center or legacy identity tools.” Mistral Small · negative prompt · hard negative
“the native Microsoft 365 Admin Center focuses on providing global admin rights, giving admins who work locally too much power and privileges they don't need” Claude Haiku 4.5 · negative prompt · soft negative
“Microsoft 365 Admin Center is fine for one-offs, but group-based licensing in Entra and Graph SDK cmdlets are recommended for scale” Muse Glimmer 30B · negative prompt · soft negative
“Best budget choice for most companies: use the Microsoft 365 admin center as your main tool—it's included with your subscription” GPT-6 Luna · budget prompt · first choice
“Best for: day-to-day Microsoft 365 tenant administration ... It's the central place for routine Microsoft 365 admin tasks.” GPT-5.4 mini · comparative prompt · first choice
“I'd recommend starting with the Microsoft 365 admin center as your primary governance and administration hub” GPT-5.4 mini · paraphrase 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.