Seven of fourteen models named Smarsh Enterprise Archive first on the direct prompt; one named Jatheon. Smarsh Enterprise Archive was named by fourteen of the fourteen models and Jatheon by ten and Smarsh Enterprise Archive carries 53 labels and Jatheon 20, 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 October 2026 Edition, Smarsh Enterprise Archive and Jatheon were named in the same answer fifty-nine times, of the 150 answers naming Smarsh Enterprise Archive and the 72 naming Jatheon. In those answers Jatheon took the first choice ten times and Smarsh Enterprise Archive fifteen.
| 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. Six of eight in this category shown.
“complex, often vague pricing, unavailability of certain functions, slow search performance, and lack of robust technical support and documentation” Mistral Small · negative prompt · hard negative
“Be cautious with platforms like Smarsh, based on consistent user and competitor feedback highlighting key issues” Grok 4.1 Fast · negative prompt · hard negative
“Smarsh and Global Relay are the "gold standards" for massive Wall Street enterprises, they are notoriously complex to implement and often charge heavy fees” Gemini 3.5 Flash · direct prompt · soft negative
“For most mid-market B2B companies, Smarsh or Global Relay offer the best balance of comprehensive features, proven reliability, and scalability.” GLM 4.7 FlashX · direct prompt · first choice
“Smarsh Enterprise Archive is the best choice for regulated enterprises that need governed email capture, legal holds, and defensible retrieval at scale” Muse Glimmer 30B · comparative prompt · first choice
“Smarsh and Intradyn are the top choices due to their balance of affordability, scalability, and support for multiple communication channels” Mistral Small · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Best for: General mid-sized B2Bs looking for an easy-to-use, comprehensive archive without massive enterprise complexity.” Gemini 3.5 Flash · paraphrase prompt · first choice
“Jatheon Cloud is the strongest overall recommendation for a mid-market B2B company” DeepSeek V4 Flash · direct prompt · first choice
“My Top Pick for Most Mid-Sized B2B Companies: Jatheon or Mimecast” Kimi K2 · paraphrase 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.