Virtual data rooms for small business buyers
Asked as “virtual data room”, and as “M&A due diligence data room”, on behalf of a small B2B company. 59 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
29%
Contested · SecureDocs 15%
29Peony Data Room15SecureDocs07Firmex49others
29% of first choices, contested.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the seven products at 0%, ordered by negative rate
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
Google Drive is made by Google, whose model Gemini 3.5 Flash is in the set. On the four share prompts that model made it the first choice zero times of 4; the other thirteen models zero times of 52. Lab treatment is defined on the method page; the row is marked, not excluded.
For buyers
All twenty-eight head-to-head pages: the top eight products, each against each
iDeals vs SecureDocsiDeals vs PapermarkiDeals vs AnsaradaiDeals vs Datasite DiligenceFirmex vs Peony Data RoomFirmex vs FirmRoomFirmex vs SecureDocsFirmex vs PapermarkFirmex vs AnsaradaFirmex vs Datasite DiligencePeony Data Room vs FirmRoomPeony Data Room vs SecureDocsPeony Data Room vs PapermarkPeony Data Room vs AnsaradaPeony Data Room vs Datasite DiligenceFirmRoom vs SecureDocsFirmRoom vs PapermarkFirmRoom vs AnsaradaFirmRoom vs Datasite DiligenceSecureDocs vs PapermarkSecureDocs vs AnsaradaSecureDocs vs Datasite DiligencePapermark vs AnsaradaPapermark vs Datasite DiligenceAnsarada vs Datasite Diligence
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
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05
06
07
08
09
10
11O12
13
14
15
16
17Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Peony Data Room29%
Peony Data Room29%02SecureDocs15%
SecureDocs15%03Firmex7%
Firmex7%04iDeals7%
iDeals7%05Papermark5%
Papermark5%06CapLinked3%
CapLinked3%07FirmRoom3%
FirmRoom3%08Box3%
Box3%09Digify2%
Digify2%10DocSend2%
DocSend2%11Clinked0%
Clinked0%12Onehub0%
13DealRoom0%
DealRoom0%14Ansarada0%
Ansarada0%15Google Drive0%
Google Drive0%16Datasite Diligence0%
Datasite Diligence0%17Intralinks0%
Intralinks0%What they warned about
Three of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Intralinks86%
31 of 36 labels negative · 11 of 14 models · 16 hard negative
“VDRs to Avoid or Be Cautious About ... Legacy Enterprise Providers (Intralinks, Datasite) ... biggest traps for small businesses” Kimi K2, negative prompt
Datasite Diligence75%
27 of 36 labels negative · 10 of 14 models · 15 hard negative
“Avoid or be very cautious about legacy enterprise VDRs like Datasite, Intralinks, iDeals, Firmex, DFIN Venue, and Ansarada due to hidden fees and opaque pricing.” Mistral Small, negative prompt
iDeals43%
12 of 28 labels negative · 7 of 14 models · 3 hard negative
“Avoid or be very cautious about legacy enterprise VDRs like Datasite, Intralinks, iDeals, Firmex, DFIN Venue, and Ansarada” Mistral Small, negative prompt
Google Drive80%
8 of 10 labels negative · 6 of 14 models · 7 hard negative
“Basic tools like Google Drive lack advanced security, audit trails, and regulatory compliance. It's fine for general file sharing but risky for handling confidential or regulated business data.” Claude Haiku 4.5, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
78 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 1019 links across 147 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
vendor site · Peony52 answers · 134 citations · 12 models
vendor site · Ellty41 answers · 56 citations · 12 models
35 answers · 41 citations · 12 models
vendor site · Clinked35 answers · 36 citations · 11 models
vendor site · FirmRoom34 answers · 37 citations · 12 models
vendor site · G231 answers · 48 citations · 13 models
vendor site · Papermark30 answers · 68 citations · 13 models
vendor site · G228 answers · 28 citations · 12 models
vendor site · Fast.io27 answers · 33 citations · 10 models
vendor site · Ideals VDR27 answers · 32 citations · 12 models
vendor site · DealRoom22 answers · 23 citations · 9 models
20 answers · 24 citations · 9 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
44 answers · 11 models
35 answers · 11 models
28 answers · 9 models
28 answers · 12 models
25 answers · 10 models
23 answers · 9 models
19 answers · 7 models
19 answers · 8 models
16 answers · 9 models
16 answers · 8 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best virtual data room”, “virtual data room”, “virtual data rooms”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Peony Data Room peony.ink | 29% | 53 | 110 | 0 | 3,103 | |||
| SecureDocs securedocs.com | 15% | 96 | 1,000 | 66 | 2,831 | 0 | ||
| Firmex firmex.com | 7% | 111 | 4,400 | 31 | 4,370 | 17 | ||
| iDeals idealsboard.com | 7% | 105 | 74,000 | 124,212 | 3,877 | $55 | 36 | |
| Papermark papermark.com | 5% | 45 | 1,600 | 6 | 7,522 | |||
| Orangedox orangedox.com | 5% | 9 | 3 | |||||
| iDeals Virtual Data Room | 5% | 1,300 | 8 | |||||
| CapLinked caplinked.com | 3% | 44 | 1,600 | 8 | 4,812 | 5 | ||
| Ellty ellty.com | 3% | 10 | 4 | |||||
| FirmRoom firmroom.com | 3% | 45 | 320 | 3 | 6,534 | $78 | 2 |
Google's top ten for the three searches hold 18 sites; 5 of them are among the sites the models cited here (clinked.com, dataroom-providers.org, ellty.com, g2.com, idealsvdr.com). The first result for “best virtual data room” is visible.vc.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best virtual data room for a small B2B company?”Paraphrase“Which M&A due diligence data room would you recommend to a small business that sells to other businesses?”Comparative“What are the top virtual data rooms for a small team and how do they differ?”Budget-constrained“What is the best virtual data room for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a virtual data room. What should we look at?”Negative“Which virtual data rooms should a small business avoid or be cautious about?”
Claude Haiku 4.5SecureDocsFirmRoomChangedEllty, SecureDocsIdeals VDRno first choiceagainst: Google Drive
Three alternatives
Digify, Ellty, ShareFileTwo alternatives
Firmex, SecureDocsFour alternatives
CapLinked, Digify, Firmex, ShareFileThree alternatives
Digify, Papermark, SecureDocsGPT-5.4 miniiDeals Virtual Data RoomiDeals Virtual Data RoomHeldagainst: Datasite DiligenceDroomsagainst: IntralinksSecureDocs, iDealsno first choiceagainst: CapLinked
Three alternatives
Datasite Diligence, Firmex, SecureDocsOne alternative
DealRoomOne alternative
Datasite DiligenceGemini 3.5 FlashOrangedoxagainst: Datasite Diligence, IntralinksSecureDocsChangedagainst: Dropbox, Google DriveDocSendagainst: IntralinksPeony Data Roomagainst: Datasite Diligence, IntralinksDigify, DocSendagainst: Datasite Diligence, DealRoom, Firmex, Intralinksagainst: Box, Datasite Diligence, Dropbox, Google Drive, Intralinks, OneDrive
Four alternatives
Clinked, Digify, FirmRoom, PapermarkFour alternatives
DealRoom, DocSend, Firmex, PapermarkFive alternatives
Clinked, Orangedox, Papermark, SecureDocs, iDealsFour alternatives
DocSend, Orangedox, Papermark, SecureDocsFour alternatives
Box Shield, Clinked, SecureDocs, iDealsPerplexity SonarPeony Data RoomPapermarkChangedagainst: FirmexDocSend, PapermarkSecureDocsno first choicenothing named
Four alternatives
DealRoom, Firmex, SecureDocs, ShareVaultTwo alternatives
CapLinked, SecureDocsThree alternatives
Digify, Firmex, SecureDocsTwo alternatives
Digify, OnehubGrok 4.1 FastPeony Data RoomOrangedoxChangedagainst: Datasite Diligence, iDealsPeony Data Room, SecureDocsagainst: Ansarada, Datasite Diligence, Intralinks, iDealsPeony Data Roomagainst: Datasite Diligence, IntralinksFirmex, SecureDocs, iDealsagainst: Datasite Diligence, Intralinksagainst: Ansarada, Datasite Diligence, Dropbox, Google Drive, Intralinks, iDeals
Three alternatives
Box VDR, SecureDocs, iDeals Virtual Data RoomTwo alternatives
CapLinked, OnehubFive alternatives
CapLinked, Digify, DocSend, Firmex, PapermarkFour alternatives
Drooms, Onehub, Papermark, SecureDocsTwo alternatives
DealRoom, PapermarkMistral SmallBox, iDealsPeony Data RoomChangedPapermarkPeony Data Roomno first choiceagainst: Ansarada, DFIN Venue, Datasite Diligence, Drooms, FirmRoom, Firmex, Intralinks, Onehub, iDeals
Two alternatives
Clinked, ContractZenThree alternatives
Drooms FLEX, Firmex, SecureDocsFour alternatives
Clinked, Digify, DocSend, SecureDocsOne alternative
CapLinkedDeepSeek V4 FlashPeony Data Roomagainst: Datasite Diligence, IntralinksPeony Data RoomHeldagainst: Datasite Diligence, FirmRoom, IntralinksFirmRoom, Papermarkagainst: Datasite Diligence, DocSend, Intralinks, iDealsPeony Data RoomCapLinked, Firmex, Papermark, Peony Data Room, SecureDocsagainst: Datasite Diligence, Intralinksagainst: Box, CapLinked, Datasite Diligence, Dropbox, Firmex, Google Drive, Intralinks, Merrill, Onehub, ShareVault
Five alternatives
CapLinked, Digify, FirmRoom, Onehub, iDealsTwo alternatives
SecureDocs, iDealsSix alternatives
Box, CapLinked, Clinked, DealRoom, Digify, SecureDocsTwo alternatives
Digify, SecureDocsLlama 4 MaverickiDealsno first choiceChangedno first choiceCapLinkedno first choicenothing named
Four alternatives
Clinked, Fastio, SecureDocs, ShareVaultOne alternative
SecureDocsQwen 3.7 FlashEllty, Peony Data Roomagainst: DocSendFexelChangedagainst: Dropbox, Google Drive, Intralinks, WeTransferPapermarkagainst: Datasite Diligence, IntralinksPeony Data Roomagainst: Datasite Diligence, Firmex, Intralinks, iDealsDocuPass, Firmexagainst: Diligent, Intralinksagainst: Ansarada, Datasite Diligence, Dropbox, Firmex, Google Drive, Intralinks, Microsoft OneDrive, Venue
One alternative
SecureDocsTwo alternatives
Box, OneDeskRoomFour alternatives
Clinked, DocSend, Orangedox, Peony Data RoomTwo alternatives
DocSpace, SecureDocsTwo alternatives
Box, DropboxKimi K2SecureDocsSecureDocsHeldagainst: Datasite Diligence, Intralinks, iDealsPeony Data Roomagainst: iDealsElltyagainst: Intralinks, iDealsno first choiceagainst: Box, Datasite Diligence, Dropbox, Google Drive, Intralinks, Koofr
Four alternatives
CapLinked, Citrix ShareFile, DocSend, FirmRoomTwo alternatives
CapLinked, FirmRoomThree alternatives
FirmRoom, Onehub, SecureDocsTwo alternatives
FirmRoom, SecureDocsGLM 4.7 FlashXFirmex Virtual Data Room, iDeals Virtual Data RoomPeony Data RoomChangedagainst: Datasite Diligence, IntralinksIdeals VDRagainst: Ansarada, Intralinks, iDealsPeony Data Roomno first choiceagainst: Confidant Health, Datasite Diligence, Intralinks
Two alternatives
Clinked Virtual Data Room, SecureDocsFour alternatives
Ansarada, Clinked, Onehub, SecureDocsSeven alternatives
Clinked, Digify, DocSend, Onehub, Papermark, SecureDocs, ShareVaultSix alternatives
Ansarada, Digify, Drooms, Firmex, Onehub, SecureDocsMiniMax M2.5Box, FirmRoomagainst: Datasite DiligenceFirmexChangedagainst: Datasite DiligencePapermarkagainst: Datasite Diligence, IntralinksPeony Data Roomno first choicenothing named
One alternative
ClinkedTwo alternatives
EthosData, Ideals VDRThree alternatives
Digify, DocSend, SecureDocsFour alternatives
Digify, Drooms, Onehub, SecureDocsGPT-6 LunaSecureDocsiDeals CoreChangedSecureDocsPapermarkagainst: FirmRoomno first choiceagainst: Intralinks
Three alternatives
DocSend, Firmex, iDealsOne alternative
SecureDocsFour alternatives
Dropbox DocSend Advanced Data Rooms, Firmex, Onehub Data Room Edition, iDealsOne alternative
DigifyMuse Glimmer 30BSecureDocs Virtual Data RoomOrangedox, Peony Data RoomChangedPeony Data Roomagainst: Firmex, iDealsPeony Data Roomno first choiceagainst: Intralinksagainst: DFIN, Datasite Diligence, DealRoom, Firmex, Intralinks, ShareVault, Venue, iDeals
Three alternatives
DocSend, Ideals VDR, PapermarkOne alternative
ElltyFive alternatives
Ansarada, Digify, DocSend, Papermark, SecureDocsTwo alternatives
Ellty, SecureDocsBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:50 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:57 | yes | 2 | 3 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:04 | yes | 10 | 18 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 23:13 | yes | 17 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:47 | yes | 21 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:56 | yes | 9 | 7 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:17 | yes | 20 | 29 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:08 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:21 | yes | 9 | 35 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:16 | yes | 12 | 39 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:45 | yes | 10 | 20 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:59 | yes | 7 | 14 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:38 | yes | 3 | 10 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:29 | yes | 22 | 23 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:58 | yes | 16 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:24 | yes | 3 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:05 | yes | 11 | 25 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 23:21 | yes | 24 | 6 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:17 | yes | 23 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:46 | yes | 15 | 8 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:44 | yes | 21 | 26 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:55 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:14 | no | 0 | 22 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:40 | yes | 14 | 25 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:31 | yes | 14 | 17 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:18 | yes | 10 | 25 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:56 | yes | 2 | 16 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:12 | yes | 14 | 17 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:34 | yes | 17 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:02 | yes | 7 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:12 | yes | 17 | 31 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 22:33 | yes | 16 | 5 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:25 | yes | 22 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:16 | yes | 23 | 15 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:20 | yes | 24 | 31 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:43 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:58 | yes | 13 | 22 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:13 | yes | 14 | 24 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:14 | yes | 20 | 53 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:14 | yes | 25 | 29 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:41 | yes | 6 | 27 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:08 | yes | 12 | 29 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:53 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:07 | yes | 4 | 3 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:21 | yes | 10 | 20 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 22:41 | yes | 23 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:15 | yes | 21 | 10 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:35 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:17 | yes | 23 | 34 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:02 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:47 | yes | 14 | 35 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:13 | yes | 8 | 14 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:57 | yes | 9 | 27 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:21 | yes | 8 | 21 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:26 | yes | 3 | 31 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:43 | yes | 13 | 23 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:12 | no | 0 | 5 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:42 | no | 0 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:43 | yes | 15 | 28 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 23:04 | yes | 18 | 3 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:08 | yes | 16 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:43 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:59 | yes | 14 | 25 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:20 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:47 | no | 0 | 25 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:39 | yes | 9 | 15 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:15 | yes | 13 | 72 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:45 | no | 0 | 14 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:46 | yes | 3 | 14 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:06 | yes | 14 | 22 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:07 | yes | 17 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:44 | yes | 2 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:30 | yes | 13 | 21 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 22:22 | yes | 27 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:31 | yes | 19 | 13 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:13 | yes | 11 | 8 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:23 | yes | 24 | 37 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:04 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:25 | yes | 17 | 53 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:59 | yes | 23 | 18 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:46 | yes | 23 | 45 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:37 | yes | 6 | 21 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:06 | yes | 3 | 24 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:40 | yes | 18 | 28 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
Datasite read as Datasite Diligence
Datasite (Diligence) read as Datasite Diligence
Datasite (Merrill) read as Datasite Diligence
Datasite (formerly Intralinks) read as Datasite Diligence
Datasite (formerly Merrill Datasite) read as Datasite Diligence
Datasite (formerly Merrill) read as Datasite Diligence
Peony read as Peony Data Room
Peony Free read as Peony Data Room
Unresolved, counted raw
Ansrarada
Box Shield
Clinked Virtual Data Room
Confidant Health
DocuPass
Drooms FLEX
Fexel
Koofr
OneDeskRoom
Onehub Data Room Edition
SecureDocs Virtual Data Room
iDeals Core
Discontinued, still offered
No shut-down product was recommended here.