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Virtual data rooms · November 2026 Edition

Papermark Data Rooms vs FirmRoom

Zero of fourteen models named Papermark Data Rooms first on the direct prompt; one named FirmRoom. Papermark Data Rooms was named by twelve of the fourteen models and FirmRoom by thirteen and Papermark Data Rooms carries 21 labels and FirmRoom 25, so the shares are not directly comparable.

Papermark Data Rooms

accepted challenger

Named in one category this edition.

FirmRoom

accepted challenger

Named in one category this edition.

First-choice share16%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%4%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#5A position in a field of 13; printed, not drawn.
Labels2125A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Papermark Data Rooms reading right to left. Rank and label count are printed, not drawn.iDeals was named alongside these two in eleven of the fourteen direct answers. iDeals vs Papermark Data Rooms · iDeals vs FirmRoom · Papermark Data Rooms vs Firmex

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.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Papermark Data RoomsFirst choices, of fourteen modelsFirmRoom
Direct01
Paraphrase21
Comparative00
Budget-constrained51
Scale-constrained10
Negative001 against FirmRoom
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the November 2026 Edition, Papermark Data Rooms and FirmRoom were named in the same answer seventeen times, of the 47 answers naming Papermark Data Rooms and the 62 naming FirmRoom. In those answers FirmRoom took the first choice four times and Papermark Data Rooms three.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Papermark Data Rooms and FirmRoom stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Papermark Data Rooms FirmRoom first choice named as an alternative argued againstblank: not namedEach cell is one answer, Papermark Data Rooms on the left and FirmRoom on the right.

The direct prompt

The plain question, one answer per model, grouped by where Papermark Data Rooms and FirmRoom stood in it.

FirmRoom first, Papermark Data Rooms an alternative

1 of 14 modelsPapermark Data Rooms was named in the answer but not as the choice, or not at all.
Qwen 3.7 FlashFirmRoom alternatives: DealRoom, Papermark Data Rooms, iDeals

Neither was the first choice, one was named

5 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5iDeals alternatives: FirmRoom, Firmex, SecureDocs
Gemini 3.5 FlashiDeals alternatives: Ansarada, CapLinked, Datasite Diligence, FirmRoom, Firmex
Perplexity SonariDeals alternatives: Datasite Diligence, DealRoom, FirmRoom, Firmex, Intralinks, Papermark Data Rooms
Grok 4.20iDeals Virtual Data Room alternatives: DealRoom, FirmRoom, ShareVault
DeepSeek V4 FlashiDeals alternatives: DealRoom, FirmRoom, Firmex

Neither was named

8 of 14 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniiDeals Virtual Data Room alternatives: Firmex, SecureDocs
Mistral SmallAnsarada, iDeals alternatives: Clinked, Firmex
Llama 4 MaverickiDeals
Kimi K2iDeals alternatives: CapLinked, Firmex, SecureDocs, ShareVault
GLM 4.7 FlashXIdeals VDR alternatives: Ansarada, Datasite Diligence, SecureDocs
MiniMax M2.5ShareVault, iDeals alternatives: DealRoom, Firmex
GPT-6 LunaiDeals alternatives: Firmex
Muse Glimmer 30BCapLinked alternatives: DealRoom, Firmex, SecureDocs, iDeals

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.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Papermark Data Rooms leads by eight points.
Papermark Data Rooms17%#1 of 18
FirmRoom8%#5 of 18
The full small business standing →
Mid-marketThe figures above
Papermark Data Rooms leads by ten points.
Papermark Data Rooms16%#2 of 13
FirmRoom6%#5 of 13
The full mid-market standing →
Enterprise
The order flips: FirmRoom leads at enterprise.
FirmRoom4%#7 of 11
Papermark Data Rooms2%#– of 11
The full enterprise standing →

What the models said about Papermark Data Rooms

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.

“Papermark is the best first choice for many low-cost teams because it has a free plan, public pricing, and key data room controls.” Claude Haiku 4.5 · budget prompt · first choice
“The best virtual data room for a company with a limited budget is Papermark, which offers a free plan for document sharing” Llama 4 Maverick · budget prompt · first choice
“I would recommend Papermark for a mid-sized B2B company looking for an M&A due diligence data room.” GLM 4.7 FlashX · paraphrase prompt · first choice

What the models said about FirmRoom

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.

“issues with emails going to spam, no direct link sharing, files not opening properly, incomplete indexes” Grok 4.20 · negative prompt · soft negative
“My top pick: FirmRoom offers the best balance of M&A-specific features, transparent flat-rate pricing, and ease of use” Kimi K2 · paraphrase prompt · first choice
“SecureDocs and FirmRoom are the top recommendations for companies with a limited budget” Mistral Small · budget prompt · first choice
“FirmRoom is widely regarded as the best overall Virtual Data Room (VDR)” Qwen 3.7 Flash · direct prompt · first choice
Also compared

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.