Six of fourteen models named CoreView first on the direct prompt; two named ManageEngine M365 Manager Plus. CoreView was named by thirteen of the fourteen models and ManageEngine M365 Manager Plus by eleven and CoreView carries 41 labels and ManageEngine M365 Manager Plus 25, so the shares are not directly comparable.
Named in two categories 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, CoreView and ManageEngine M365 Manager Plus were named in the same answer thirty-eight times, of the 114 answers naming CoreView and the 66 naming ManageEngine M365 Manager Plus. In those answers ManageEngine M365 Manager Plus took the first choice seven times and CoreView eleven.
| 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 eight in this category shown.
“powerful but enterprise-priced ... even then, it's far more affordable than alternatives like CoreView (which requires ~$20K/year minimum)” DeepSeek V4 Flash · budget prompt · soft negative
“Some customers say workflow and playbook setup feels cumbersome, with confusing terminology” Claude Haiku 4.5 · negative prompt · soft negative
“you do not need to purchase expensive enterprise suites like CoreView or Cayosoft” Gemini 3.5 Flash · budget prompt · soft negative
“I'd recommend CoreView (or a similarly focused, multi-tenant governance platform) as your primary governance and administration tool.” GLM 4.7 FlashX · paraphrase prompt · first choice
“CoreView is the tool most frequently recommended in current 2026 buying guides as a strong choice for mid-market and enterprise IT teams” Muse Glimmer 30B · direct prompt · first choice
“My default recommendation is CoreView if you mean a tool for both Microsoft 365 governance and day-to-day administration” GPT-6 Luna · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“High cost — Significant licensing concern for many organizations” DeepSeek V4 Flash · negative prompt · soft negative
“start with ManageEngine M365 Manager Plus Free Edition. It is the only named solution with a never-expiring free tier that mirrors professional features.” Muse Glimmer 30B · budget prompt · first choice
“For most mid-market B2B companies, ManageEngine M365 Manager Plus offers the best combination of capability, cost-effectiveness, and scalability.” DeepSeek V4 Flash · direct prompt · first choice
“This is widely considered the best "value" option. It covers 95% of common administrative tasks at a lower price point” Qwen 3.7 Flash · 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.