Six of fourteen models named Smarsh Enterprise Archive first on the direct prompt; one named Proofpoint Enterprise Archive. Both were named by all fourteen models and Smarsh Enterprise Archive carries 53 labels and Proofpoint Enterprise Archive 29, 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 communications archiving and compliance page.
Across every category in the November 2026 Edition, Smarsh Enterprise Archive and Proofpoint Enterprise Archive were named in the same answer ninety-three times, of the 160 answers naming Smarsh Enterprise Archive and the 105 naming Proofpoint Enterprise Archive. In those answers Proofpoint Enterprise Archive took the first choice six times and Smarsh Enterprise Archive thirty-five.
| 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. Six of eight in this category shown.
“Smarsh Enterprise Archive and Proofpoint Enterprise Archive are considered "criticized challengers" due to their complex pricing, unavailability of functions, slow search” Llama 4 Maverick · negative prompt · hard negative
“Avoid or be truly cautious about: Global Relay (if you're not a large enterprise), Veritas Enterprise Vault (if you're not already locked in), and Smarsh” DeepSeek V4 Flash · negative prompt · hard negative
“heavily criticized for complex and vague pricing, slow search performance... Many models and user reviews consider these issues as deal breakers.” Mistral Small · negative prompt · hard negative
“Best overall for large-scale communications archiving, for organizations needing capture across 100-plus channels with mature surveillance and discovery workflows.” Muse Glimmer 30B · comparative prompt · first choice
“Exceptional breadth of channel capture... Financial institutions facing SEC/FINRA scrutiny generally lean toward Global Relay, Smarsh, or Shield” Gemini 3.5 Flash · comparative prompt · first choice
“Smarsh is well-suited for regulated enterprises and growing mid-market firms that need supervision across multiple communication channels” Claude Haiku 4.5 · direct 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.