Zero of fourteen models named SecureDocs first on the direct prompt; zero named Ansarada. SecureDocs was named by thirteen of the fourteen models and Ansarada by eleven and SecureDocs carries 28 labels and Ansarada 21, 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 virtual data rooms page.
Across every category in the October 2026 Edition, SecureDocs and Ansarada were named in the same answer twenty-six times, of the 100 answers naming SecureDocs and the 57 naming Ansarada. In those answers Ansarada took the first choice one time and SecureDocs four.
| 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 four in this category shown.
“The mid-market leaders (iDeals, FirmEx, FirmRoom, SecureDocs, Papermark) offer strong security and features at flat-rate pricing” DeepSeek V4 Flash · scale prompt · first choice
“SecureDocs at $250/month (flat-rate plan, good for small businesses and ongoing diligence)” Mistral Small · budget prompt · first choice
“If you prefer predictable, flat-rate pricing, SecureDocs or Papermark are excellent choices.” Claude Haiku 4.5 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“One concrete example to examine carefully: Ansarada’s storage-overage terms. ... That’s a pricing and contract caution—not a claim that the product is unsafe.” GPT-6 Luna · negative prompt · soft negative
“Watch out for "peak usage" storage clauses (such as those in Ansarada's pricing)” Gemini 3.5 Flash · negative prompt · soft negative
“Modern, Scalable Mid-Market (Strongest fit for a 500-person firm): Examples: iDeals, Firmex, Ansarada.” Gemini 3.5 Flash · scale prompt · first choice
“my default recommendation would be Ansarada” GPT-5.4 mini · paraphrase prompt · first choice
“Ansarada is noted for "AI-supported deal workflows, M&A, capital raising, infrastructure procurement, and structured diligence processes"” Muse Glimmer 30B · comparative 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.