Zero of fourteen models named CIPP first on the direct prompt; zero named ShareGate. CIPP was named by nine of the fourteen models and ShareGate by eleven and CIPP carries 15 labels and ShareGate 22, 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.
| 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.
“ShareGate - has a high negative rate (28%) and is considered a criticized challenger.” Llama 4 Maverick · negative prompt · hard negative
“While popular, it has shown varying negative rates (8-28%) depending on the use case, with some users reporting issues.” MiniMax M2.5 · negative prompt · soft negative
“If you are dealing with messy permissions in Teams/SharePoint, ShareGate is the industry leader.” Qwen 3.7 Flash · comparative prompt · first choice
“Is it Teams/SharePoint chaos and guest management? Look at ShareGate or Rencore.” Gemini 3.5 Flash · scale prompt · first choice
“ShareGate dominates in migration capabilities and user experience.” MiniMax M2.5 · 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.