Zero of fourteen models named Microsoft Purview first on the direct prompt; zero named BigID. Microsoft Purview was named by fourteen of the fourteen models and BigID by twelve and Microsoft Purview carries 37 labels and BigID 33, so the shares are not directly comparable.
Named in nine categories this edition.
Named in four categories 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 data security posture management page.
Across every category in the October 2026 Edition, Microsoft Purview and BigID were named in the same answer seventy-three times, of the 464 answers naming Microsoft Purview and the 132 naming BigID. In those answers BigID took the first choice eleven times and Microsoft Purview sixteen.
| 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. Three of three in this category shown.
“is outstanding for Microsoft-heavy environments ... but is notoriously limited when dealing with AWS, GCP, or non-Microsoft SaaS applications” Gemini 3.5 Flash · negative prompt · soft negative
“organizations that don't already have M365 E5 licensing will find that advanced DSPM capabilities come at significant additional cost” Claude Haiku 4.5 · budget prompt · soft negative
“Start with Microsoft Purview Suite ($10-12/user/month) if you're already in the Microsoft ecosystem—it offers the best balance of features, support, and predictable costs.” Kimi K2 · budget 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.
“cannot afford massive, complex enterprise tools (like BigID, IBM Guardium, or Symantec DLP)” Gemini 3.5 Flash · paraphrase prompt · hard negative
“avoid overkill platforms like Cyera or BigID ($50K+/yr minimums)” Grok 4.1 Fast · budget prompt · hard negative
“Prioritized affordability, ease of use, and hybrid support over enterprise-scale tools like BigID or Cyera” Grok 4.1 Fast · paraphrase prompt · soft negative
“BigID and Trellix DLP are top recommendations due to their balance of advanced features, ease of use, and scalability” Mistral Small · paraphrase prompt · first choice
“Choose Cyera or BigID if your priority is deep data discovery and classification across many data sources.” Perplexity Sonar · comparative prompt · first choice
“The best breadth of data connectors and the deepest privacy/compliance automation” DeepSeek V4 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.