Two of fourteen models named Microsoft Purview first on the direct prompt; zero named Google Vault. Both were named by all fourteen models and Microsoft Purview carries 31 labels and Google Vault 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.
“Avoid relying solely on native archiving tools like Google Vault or Microsoft Purview for strict compliance.” Mistral Small · negative prompt · hard negative
“Built-in tools like Microsoft Purview, Microsoft Teams archiving, or Google Vault alone: These are frequently criticized for critical blind spots.” Grok 4.20 · negative prompt · soft negative
“Purview and Google Vault can be appropriate inside a single ecosystem, but they may not cover cross-platform capture” Perplexity Sonar · negative prompt · soft negative
“Best Overall Value: Native Ecosystem Archiving ... Built directly into Business Plus and Enterprise plans” Gemini 3.5 Flash · budget prompt · first choice
“Start by evaluating Microsoft Purview or Google Vault (depending on your provider).” Qwen 3.7 Flash · paraphrase prompt · first choice
“For Google Workspace users, Google Vault for archiving is available in Business Plus ($18/user/month) and Enterprise plans” Claude Haiku 4.5 · 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.