Two of fourteen models named Microsoft Purview first on the direct prompt; one named Proofpoint Enterprise Archive. Both were named by all fourteen models and Microsoft Purview carries 31 labels and Proofpoint Enterprise Archive 29, so the shares are not directly comparable.
Named in eleven 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 communications archiving and compliance 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 four in this category shown.
“it is not recommended for strict regulatory compliance because it lacks full immutability and supervision features” Mistral Small · negative prompt · hard negative
“Cons: Often clunky across non-native channels (SMS, WhatsApp, LinkedIn), complex UI, and can get expensive to upgrade all 500 users to E5 just for compliance.” Gemini 3.5 Flash · scale prompt · soft negative
“Best All-in-One for Microsoft-Centric Workplaces: Microsoft Purview ... often the most cost-effective and seamless place to start.” Gemini 3.5 Flash · paraphrase prompt · first choice
“If your company is already paying for Microsoft 365 Business Premium or Enterprise plans, Purview is the logical first choice.” Qwen 3.7 Flash · paraphrase 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.
“considered "criticized challengers" due to their complex pricing, unavailability of functions, slow search, and lack of robust technical support” Llama 4 Maverick · negative prompt · hard negative
“What I'd avoid on a tight budget: enterprise-first platforms like Smarsh Professional Archive or Proofpoint Enterprise Archive” GPT-5.4 mini · budget prompt · hard negative
“Proofpoint has a high negative rate (53%), with criticisms focusing on functionality and support issues” Mistral Small · negative prompt · hard negative
“the best default choice is usually Proofpoint’s midmarket archiving / Discovery & Archive offering” GPT-5.4 mini · direct prompt · first choice
“Safer Bets ... Proofpoint Enterprise Archive – accepted challenger, higher satisfaction scores” DeepSeek V4 Flash · negative prompt · first choice
“Need the broadest regulated communications coverage? Smarsh or Proofpoint.” GPT-5.4 mini · 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.