Virtual data rooms
Asked as “virtual data room”, and as “M&A due diligence data room”, on behalf of a mid-market B2B company. 63 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
25%
Contested · Firmex 16%
25iDeals16Firmex11Peony Data Room48others
25% 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 mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
08
Datasite Diligence3%47%53criticized challengernewNew since September 2026: not ranked then, 3% now.
Datasite Diligence3%47%53criticized challengernewNew since September 2026: not ranked then, 3% now.Show the five products at 0%, ordered by negative rate
The floor is 10 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured
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.
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 →
01
02
03
04
05
06
0708
09
10
11
12O13
14
15Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01iDeals25%
iDeals25%02Firmex16%
Firmex16%03Peony Data Room11%
Peony Data Room11%04FirmRoom10%
FirmRoom10%05SecureDocs8%
SecureDocs8%06Papermark8%
Papermark8%07Ansarada3%
Ansarada3%08Datasite Diligence3%
Datasite Diligence3%09DealRoom2%
DealRoom2%10Digify2%
Digify2%11CapLinked0%
CapLinked0%12ShareVault0%
ShareVault0%13Onehub0%
14Box0%
Box0%15Intralinks0%
Intralinks0%What they warned about
Three of fourteen models held their first choice under the paraphrase. GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.1 Fast, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5 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.
Datasite Diligence47%
25 of 53 labels negative · 9 of 14 models · 5 hard negative
“What to Avoid ... **Enterprise providers** like Datasite or Intralinks: $5,000–$50,000+ per deal” Kimi K2, budget prompt
Intralinks51%
20 of 39 labels negative · 7 of 14 models · 7 hard negative
“One Capterra reviewer titled their review "**Avoid Intralinks at all costs!**" citing these issues” DeepSeek V4 Flash, negative prompt
Dropbox100%
6 of 6 labels negative · 4 of 14 models · 5 hard negative
“**Generic Cloud (e.g., Box, Dropbox misconfigs)**: Frequent public exposure via bad shared links; not true VDRs—avoid entirely for high-stakes.” Grok 4.1 Fast, negative prompt
Google Drive86%
6 of 7 labels negative · 4 of 14 models · 5 hard negative
“Tools like Google Drive, Dropbox, SharePoint, or OneDrive used for high‑stakes transactions. - Why risky: No granular permissions, no audit trails, no MFA enforcement” GLM 4.7 FlashX, 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. 990 links across 161 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 · Peony54 answers · 108 citations · 12 models
vendor site · Papermark40 answers · 74 citations · 12 models
vendor site · Ellty27 answers · 36 citations · 12 models
vendor site · Ideals VDR27 answers · 36 citations · 12 models
vendor site · Fast.io27 answers · 32 citations · 10 models
vendor site · Clinked26 answers · 26 citations · 10 models
vendor site · Firmex22 answers · 26 citations · 10 models
22 answers · 25 citations · 12 models
vendor site · FirmRoom21 answers · 24 citations · 11 models
vendor site · G220 answers · 31 citations · 9 models
17 answers · 17 citations · 10 models
16 answers · 17 citations · 11 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.
47 answers · 12 models
24 answers · 9 models
22 answers · 9 models
18 answers · 9 models
18 answers · 7 models
16 answers · 8 models
16 answers · 8 models
16 answers · 9 models
15 answers · 9 models
15 answers · 10 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 |
|---|---|---|---|---|---|---|---|
| iDeals idealsboard.com | 25% | 105 | 74,000 | 124,212 | 3,877 | $55 | 36 |
| Firmex firmex.com | 16% | 111 | 4,400 | 31 | 4,370 | 17 | |
| Peony Data Room peony.ink | 11% | 53 | 110 | 0 | 3,103 | ||
| FirmRoom firmroom.com | 10% | 45 | 320 | 3 | 6,534 | $78 | 2 |
| SecureDocs securedocs.com | 8% | 96 | 1,000 | 66 | 2,831 | 0 | |
| Papermark papermark.com | 8% | 45 | 1,600 | 6 | 7,522 | ||
| iDeals Virtual Data Room | 6% | 1,300 | 8 | ||||
| Ansarada ansarada.com | 3% | 53 | 1,300 | 20 | 20,444 | $732 | 25 |
| Datasite Diligence datasite.com | 3% | 149 | 70 | 1 | 21,733 | $10,771 | 63 |
| DealRoom dealroom.net | 2% | 54 | 1,600 | 67 | 48,196 | 18 |
Google's top ten for the three searches hold 18 sites; 6 of them are among the sites the models cited here (clinked.com, dataroom-providers.org, datarooms.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 mid-market B2B company?”Paraphrase“Which M&A due diligence data room would you recommend to a mid-sized B2B company?”Comparative“What are the top virtual data rooms and how do they differ?”Budget-constrained“What is the best virtual data room for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a virtual data room. What should we look at?”Negative“Which virtual data rooms should I avoid or be cautious about?”
Claude Haiku 4.5iDealsiDealsHeldDatasite DiligencePapermark, SecureDocsno first choiceagainst: Dropbox DocSend, Google Drive, Onehub, ShareFile
Two alternatives
CapLinked, FirmexThree alternatives
DealRoom, FirmRoom, FirmexFive alternatives
CapLinked, Digify, Firmex, Intralinks, iDealsThree alternatives
Digify, Drooms, Peony Data RoomGPT-5.4 miniiDeals Virtual Data RoomAnsaradaChangediDealsDroomsno first choicenothing named
Four alternatives
Clinked, Datasite Diligence, Firmex, SecureDocsOne alternative
IntralinksSix alternatives
Ansarada, Datasite Diligence, DealRoom, Firmex, Intralinks, SecureDocsOne alternative
iDealsGemini 3.5 FlashiDealsagainst: Datasite Diligence, Dropbox, Google Drive, IntralinksDealRoomChangedno first choicePapermarkagainst: Datasite Diligence, IntralinksAnsarada, Firmex, iDealsagainst: Datasite Diligence, Dropbox, Google Drive, SS&C Intralinksagainst: Ansarada, Datasite Diligence, Dropbox, Firmex, Google Drive
Four alternatives
CapLinked, DealRoom, Firmex, ShareVaultFour alternatives
FirmRoom, Firmex, SecureDocs, iDealsSeven alternatives
Datasite Diligence, DealRoom, DocSend, Firmex, Papermark, SS&C Intralinks, iDealsFive alternatives
Dropbox DocSend, FirmRoom, Orangedox, Peony Data Room, SecureDocsTwo alternatives
Box, ShareVaultPerplexity SonarFirmexiDealsChangediDealsagainst: DigifyDigify, Papermark, SecureDocsno first choicenothing named
Four alternatives
Datasite Diligence, Papermark, SecureDocs, iDealsThree alternatives
Datasite Diligence, FirmRoom, Peony Data RoomSeven alternatives
Ansarada, DFIN Venue, Datasite Diligence, DealRoom, Firmex, Intralinks, SecureDocsOne alternative
CapLinkedGrok 4.1 FastFirmex, iDealsagainst: Datasite Diligence, IntralinksiDeals Virtual Data RoomChangedagainst: Datasite DiligenceiDeals Virtual Data RoomPeony Data Roomagainst: Datasite Diligence, IntralinksDatasite Diligence, Firmexagainst: Box, CITRIX, Datasite Diligence, Dropbox, Google Drive, Intralinks
Three alternatives
FirmRoom, SecureDocs, ShareVaultTwo alternatives
FirmRoom, FirmexFive alternatives
Ansarada, Datasite Diligence, Firmex, Intralinks DealCentre, Peony Data RoomFour alternatives
Digify, Onehub, Papermark, SecureDocsThree alternatives
DealRoom, Intralinks, iDealsMistral SmallFirmex, iDealsFirmex, iDealsHeldagainst: Datasite DiligenceDatasite DiligenceSecureDocsno first choicenothing named
One alternative
FirmRoomThree alternatives
Firmex, Intralinks, iDealsThree alternatives
CapLinked, Clinked, Peony Data RoomDeepSeek V4 FlashiDealsiDeals Virtual Data RoomChangedagainst: Datasite Diligence, PapermarkDatasite Diligence, iDealsagainst: BoxPeony Data Roomagainst: Datasite Diligence, IntralinksFirmRoom, Firmex, Papermark, SecureDocs, iDealsagainst: Datasite Diligence, Intralinksagainst: Datasite Diligence, Intralinks, iDeals
Two alternatives
Firmex, SecureDocsThree alternatives
DealRoom, FirmRoom, FirmexSix alternatives
Ansarada, DealRoom, Firmex, Papermark, SS&C Intralinks, SecureDocsTwo alternatives
Digify, SecureDocsLlama 4 Maverickno first choiceiDealsChangedno first choicePeony Data Roomno first choicenothing named
Four alternatives
Ansarada, Digify, Firmex, Peony Data RoomTwo alternatives
CapLinked, ClinkedQwen 3.7 FlashFirmRoom, Firmexagainst: IntralinksFirmRoomChangedagainst: Datasite DiligenceDatasite Diligence, IntralinksDocSendagainst: Diligent, Intralinksno first choiceagainst: Datasite Diligence, Intralinksagainst: Drooms, FirmRoom, iDeals
One alternative
iDealsThree alternatives
CapLinked, Onehub, iDealsSix alternatives
Ansarada, Box, DocSend, FircoSoft, Firmex, ShareVaultThree alternatives
FirmRoom, Onehub, Zetlin PartnersKimi K2iDealsagainst: Datasite Diligence, IntralinksFirmRoomChangedagainst: IntralinksDatasite Diligence, IntralinksPeony Data Roomagainst: Datasite Diligence, Firmex, IntralinksiDealsagainst: Citrix ShareFile, Datasite Diligence, Drooms, Dropbox, Intralinks, Merrill
Three alternatives
DealRoom, FirmRoom, FirmexTwo alternatives
Datasite Diligence, iDealsFive alternatives
Firmex, Papermark, Peony Data Room, SecureDocs, iDealsThree alternatives
Digify, Onehub, SecureDocsFour alternatives
Box, Datasite Diligence, Firmex, IntralinksGLM 4.7 FlashXiDeals Virtual Data Roomagainst: Datasite Diligence, IntralinksFirmRoomChangedDatasite Diligence, IntralinksPeony Data Roomagainst: Datasite Diligence, DocSend, Intralinksno first choiceagainst: DocSend, Intralinks, ShareVaultagainst: Dropbox, Google Drive, OneDrive, SharePoint
Three alternatives
Clinked, DealRoom, FirmexThree alternatives
Clinked, Firmex, iDealsSix alternatives
Ansarada, CapLinked, Digify, Papermark, SecureDocs, iDealsOne alternative
SecureDocsMiniMax M2.5iDealsagainst: Datasite DiligenceFastio, FirmRoomChangedagainst: Datasite Diligenceno first choiceagainst: BoxPapermark, Peony Data Roomno first choiceagainst: Datasite Diligence
Two alternatives
FirmRoom, FirmexFive alternatives
Digify, Drooms, Firmex, Onehub, SecureDocsGPT-6 LunaFirmexagainst: DocSendFirmexHeldDatasite DiligenceSecureDocsno first choiceagainst: Ansarada
Four alternatives
Datasite Diligence, DealRoom, Intralinks, iDealsThree alternatives
Datasite Diligence, DealRoom, iDealsSix alternatives
Ansarada, DFIN Venue, DealRoom, Firmex, SS&C Intralinks DealCentre AI / VDRPro, iDealsOne alternative
PapermarkMuse Glimmer 30BiDealsDatasite Diligence, Ideals VDR, iDealsChangedDatasite Diligence, IntralinksPeony Data Roomagainst: Datasite Diligence, Intralinksno first choiceagainst: Datasite Diligence, Intralinks
Three alternatives
DealRoom, FirmRoom, FirmexTwo alternatives
Firmex, PapermarkFive alternatives
Ansarada, Drooms, Firmex, Papermark, iDealsThree alternatives
Drooms, Onehub, 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 23:13 | yes | 10 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:17 | yes | 3 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:25 | yes | 12 | 20 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 23:11 | yes | 37 | 4 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:11 | yes | 22 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:17 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:22 | yes | 22 | 47 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:59 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:12 | yes | 5 | 12 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:15 | yes | 14 | 26 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:59 | yes | 12 | 38 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:34 | yes | 14 | 26 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:52 | yes | 2 | 18 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:41 | yes | 13 | 15 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:59 | yes | 16 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:14 | yes | 2 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:25 | yes | 11 | 23 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 22:27 | yes | 23 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:28 | yes | 18 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:40 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:19 | yes | 22 | 31 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:39 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:58 | yes | 10 | 18 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:17 | yes | 14 | 23 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:20 | yes | 10 | 117 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:15 | yes | 5 | 16 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:54 | yes | 4 | 16 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:58 | yes | 13 | 21 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:56 | yes | 10 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:21 | yes | 5 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:42 | yes | 11 | 25 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 23:25 | yes | 23 | 5 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:24 | yes | 20 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:26 | yes | 10 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:23 | yes | 23 | 69 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:57 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:47 | no | 0 | 28 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:40 | yes | 14 | 38 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:45 | yes | 19 | 122 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:12 | yes | 5 | 10 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:37 | yes | 7 | 43 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:21 | yes | 14 | 32 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:16 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:44 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:36 | yes | 22 | 25 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 22:28 | yes | 18 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:24 | yes | 21 | 9 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:56 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:47 | yes | 20 | 22 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:23 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:22 | no | 0 | 24 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:17 | yes | 10 | 22 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:01 | yes | 23 | 98 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:32 | yes | 5 | 18 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:19 | yes | 2 | 18 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:25 | yes | 13 | 15 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:14 | no | 0 | 5 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:37 | no | 0 | 10 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:59 | yes | 12 | 26 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 22:24 | yes | 18 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:33 | yes | 14 | 10 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:28 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:55 | yes | 25 | 40 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 22:49 | yes | 9 | 29 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:04 | yes | 9 | 18 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:28 | yes | 20 | 31 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:32 | no | 0 | 8 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:31 | yes | 3 | 22 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:43 | yes | 14 | 26 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:27 | yes | 18 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:13 | yes | 2 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:58 | yes | 15 | 21 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 22:56 | yes | 19 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:52 | yes | 21 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:16 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:28 | yes | 24 | 20 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:09 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:34 | yes | 14 | 41 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:12 | yes | 25 | 22 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:14 | yes | 15 | 23 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:14 | yes | 18 | 23 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:21 | yes | 2 | 17 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:57 | yes | 22 | 29 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 (by Allegis Global Solutions) 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 Business read as Peony Data Room
Unresolved, counted raw
DocullyVDR
Intralinks DealCentre
ONLYOFFICE DocSpace
SS&C Intralinks DealCentre AI / VDRPro
Zetlin Partners
Discontinued, still offered
No shut-down product was recommended here.