Zero of fourteen models named CIPP first on the direct prompt; one named Syskit Point. CIPP was named by nine of the fourteen models and Syskit Point by nine and CIPP carries 15 labels and Syskit Point 16, 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, CIPP and Syskit Point were named in the same answer nine times, of the 32 answers naming CIPP and the 39 naming Syskit Point. In those answers Syskit Point took the first choice one time and CIPP zero.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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. Four of five in this category shown.
“Another tool with a relatively high negative rate (28%) and labeled as a "criticized challenger"” MiniMax M2.5 · negative prompt · soft negative
“Add CIPP if you need more advanced automation and don't mind self-hosting — it's incredibly powerful and completely free” Kimi K2 · budget prompt · first choice
“Top Choice: CIPP (CyberDrain Improved Partner Portal)” MiniMax M2.5 · budget prompt · first choice
“I'd choose CIPP instead only if you're comfortable maintaining it in Azure or already manage multiple tenants.” GPT-6 Luna · budget prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“typically used for point-in-time reporting and administrative oversight in smaller or less complex Microsoft 365 environments” Claude Haiku 4.5 · paraphrase prompt · soft negative
“requires a minimum of 100 users, so it may be less attractive for a smaller company or a very tight budget” GPT-5.4 mini · budget prompt · soft negative
“For most mid-market B2B companies, Syskit Point is widely regarded as the best all-around choice.” DeepSeek V4 Flash · direct prompt · first choice
“AdminDroid or Syskit Point provide the best balance of price and feature depth” GLM 4.7 FlashX · budget prompt · first choice
“Syskit Point if the priority is governing Teams, Microsoft 365 groups, SharePoint sites, and their lifecycle” GPT-6 Luna · paraphrase prompt · alternative
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.