Digital sales rooms
Asked as “digital sales room platform”, and as “buyer engagement and deal room tool”, on behalf of a mid-market B2B company. 48 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
40%
Contested · Trumpet 25%
40Aligned25Trumpet08GetAccept27others
40% 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 twelve models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the six 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.
All twenty-eight head-to-head pages: the top eight products, each against each
Aligned vs FlowlaAligned vs DockAligned vs Showpad Shared SpacesAligned vs Seismic Digital Sales RoomsTrumpet vs GetAcceptTrumpet vs HummingDeckTrumpet vs FlowlaTrumpet vs DockTrumpet vs Showpad Shared SpacesTrumpet vs Seismic Digital Sales RoomsGetAccept vs HummingDeckGetAccept vs FlowlaGetAccept vs DockGetAccept vs Showpad Shared SpacesGetAccept vs Seismic Digital Sales RoomsHummingDeck vs FlowlaHummingDeck vs DockHummingDeck vs Showpad Shared SpacesHummingDeck vs Seismic Digital Sales RoomsFlowla vs DockFlowla vs Showpad Shared SpacesFlowla vs Seismic Digital Sales RoomsDock vs Showpad Shared SpacesDock vs Seismic Digital Sales RoomsShowpad Shared Spaces vs Seismic Digital Sales Rooms
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
07
08
09A10
11
12
13
14Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Aligned40%
Aligned40%02Trumpet25%
Trumpet25%03GetAccept8%
GetAccept8%04HummingDeck8%
HummingDeck8%05Flowla6%
Flowla6%06Dock6%
Dock6%07Showpad Shared Spaces2%
Showpad Shared Spaces2%08Seismic Digital Sales Rooms2%
Seismic Digital Sales Rooms2%09DealHub DealRoom0%
DealHub DealRoom0%10Accord0%
11Allego0%
Allego0%12MindTickle0%
MindTickle0%13Highspot0%
Highspot0%14Recapped0%
Recapped0%What they warned about
Two of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.20, Mistral Small, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX and MiniMax M2.5 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.
GetAccept20%
10 of 49 labels negative · 8 of 12 models · 5 hard negative
“Trustpilot Rating: 1.7/5 (marked as "Bad")... Platform filled with bugs and usability problems” GLM 4.7 FlashX, negative prompt
DealHub DealRoom24%
8 of 33 labels negative · 8 of 12 models · 4 hard negative
“If you don't need a full CPQ platform and just want digital sales rooms, this is overkill and potentially problematic. The opaque pricing alone is a major red flag.” DeepSeek V4 Flash, negative prompt
Trumpet15%
8 of 55 labels negative · 8 of 12 models · 1 hard negative
“Issues with customization limits... CRM synchronization and content-governance gaps reported” MiniMax M2.5, negative prompt
Highspot37%
10 of 27 labels negative · 7 of 12 models · 6 hard negative
“Avoid platforms like Dock, GetAccept, or Highspot for a limited budget” Qwen 3.7 Flash, budget prompt
What they cite
Four of the twelve models returned a source list in this edition: four return the pages they cited.
Sites the answers cite
23 of 72 answers in this category came back with a source list, from 4 of 12 models: citations where the model returns them, or the search results it consulted. 301 links across 78 sites, every framing counted. Ranked by the number of answers carrying the site or page. The other 8 models searched through a gateway that returned no source list on this edition.
vendor site · GetAccept15 answers · 17 citations · 3 models
vendor site · Showpad15 answers · 16 citations · 4 models
13 answers · 19 citations · 3 models
vendor site · MindTickle13 answers · 13 citations · 3 models
vendor site · Dock12 answers · 16 citations · 3 models
11 answers · 16 citations · 4 models
vendor site · HummingDeck11 answers · 15 citations · 3 models
vendor site · Flowla9 answers · 15 citations · 3 models
vendor site · Gartner9 answers · 9 citations · 3 models
8 answers · 11 citations · 3 models
vendor site · Allego7 answers · 10 citations · 3 models
vendor site · Guideflow5 answers · 7 citations · 3 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.
14 answers · 4 models
13 answers · 3 models
13 answers · 3 models
12 answers · 3 models
11 answers · 4 models
10 answers · 3 models
9 answers · 3 models
7 answers · 3 models
6 answers · 3 models
6 answers · 3 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 digital sales room platform”, “digital sales room platform”. 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 |
|---|---|---|---|---|---|---|---|---|
| Aligned alignedup.com | 40% | 168 | 165,000 | 88,101 | 59,675 | $455 | 26 | 1 |
| Trumpet sendtrumpet.com | 25% | 191 | 165,000 | 52,309 | 2,058 | $32 | 8 | |
| GetAccept getaccept.com | 8% | 235 | 590 | 9 | 15,454 | $4,087 | 14 | 5 |
| HummingDeck hummingdeck.com | 8% | 6 | 10 | 0 | 148 | |||
| Flowla flowla.com | 6% | 62 | 210 | 3 | 308 | 0 | ||
| Dock dock.us | 6% | 271 | 90,500 | 81,222 | 39,016 | 0 | 7 | |
| Showpad Shared Spaces showpad.com | 2% | 76 | 11,387 | 45 | ||||
| Seismic Digital Sales Rooms seismic.com | 2% | 103 | 35,447 | 36 | 3 | |||
| Storylane storylane.io Storylane Demo Suite 2%, Storylane 0% | 2% | 200 | 3,600 | 30 | 3,274 | 32 | ||
| DealHub DealRoom dealhub.io | 0% | 69 | 20 | 0 | 319,299 | $372 | 62 |
Google's top ten for the two searches hold 15 sites; 5 of them are among the sites the models cited here (alignedup.com, dock.us, gartner.com, getaccept.com, mindtickle.com). The first result for “best digital sales room platform” is usergems.com.
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 digital sales room platform for a mid-market B2B company?”Paraphrase“Which buyer engagement and deal room tool would you recommend to a mid-sized B2B company?”Comparative“What are the top digital sales room platforms and how do they differ?”Budget-constrained“What is the best digital sales room platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a digital sales room platform. What should we look at?”Negative“Which digital sales room platforms should I avoid or be cautious about?”
Claude Haiku 4.5TrumpetDockChangedno first choiceTrumpetno first choiceagainst: Flowla, Recapped, Seismic Digital Sales Rooms, Trumpet
Four alternatives
Aligned, Dock, Flowla, GetAcceptTwo alternatives
Allego, Apollo.ioTwo alternatives
Dock, HummingDeckGPT-5.4 miniAlignedShowpad Shared SpacesChangedShowpad Shared SpacesAlignedagainst: Consensusno first choiceagainst: ConnectWise Sell, Distribute, Noux Digital Sales Room
Three alternatives
DealHub DealRoom, Dock, Showpad Shared SpacesThree alternatives
DealHub DealRoom, Highspot, Seismic Digital Sales RoomsTen alternatives
Accord, Aligned, Allego, DealHub DealRoom, Dock, Flowla, GetAccept, Highspot, Seismic Digital Sales Rooms, TrumpetTwo alternatives
HubSpot Sales Hub, PandaDocGemini 3.5 FlashAligned, TrumpetAligned, DockChangedagainst: Highspot, Seismic Digital Sales Roomsno first choiceAligned, HummingDeckagainst: DealHub DealRoom, Dock, GetAccept, Highspot, Seismic Digital Sales Roomsno first choiceagainst: Dock, Flowla, GetAccept, Highspot, MindTickle, Seismic Digital Sales Rooms, Trumpet
Three alternatives
DealHub DealRoom, Dock, GetAcceptTwo alternatives
GetAccept, TrumpetEight alternatives
Aligned, DealHub DealRoom, Dock, Flowla, GetAccept, Highspot, Seismic Digital Sales Rooms, TrumpetTwo alternatives
Flowla, TrumpetPerplexity SonarTrumpetGetAcceptChangedno first choiceAligned, Flowlaagainst: Dockno first choiceagainst: DealHub DealRoom, DocSend, Highspot, MindTickle, Seismic Digital Sales Rooms, Spekit
Three alternatives
Aligned, Dock, GetAcceptTwo alternatives
Dock, TrumpetOne alternative
TrumpetGrok 4.20TrumpetGetAcceptChangedAligned, TrumpetHummingDeckagainst: DealHub DealRoom, GetAcceptAligned, Trumpetagainst: Aligned, Recapped, Trumpet
Two alternatives
Aligned, GetAcceptFour alternatives
Aligned, DealHub DealRoom, Flowla, TrumpetEight alternatives
Accord, Allego, DealHub DealRoom, Dock, Flowla, GetAccept, MindTickle, Seismic Digital Sales RoomsFive alternatives
Aligned, Dock, Flowla, Storylane, TrumpetSix alternatives
Accord, Allego, DealHub DealRoom, Dock, GetAccept, MindTickleMistral SmallGetAcceptAligned, DockChangedGetAcceptHummingDeckno first choiceagainst: Aligned, DealHub DealRoom, Dock, GetAccept, Trumpet
Three alternatives
Aligned, Dock, TrumpetTwo alternatives
Flowla, GetAcceptSeven alternatives
Aligned, Allego, DealHub DealRoom, Dock, Flowla, Storylane, TrumpetTwo alternatives
Aligned, FollowUpDeepSeek V4 FlashAlignedAlignedHeldno first choiceAlignedagainst: Dock, GetAccept, Trumpetno first choiceagainst: Recappedagainst: Allego, DealHub DealRoom, GetAccept, Highspot, Seismic Digital Sales Rooms, Spekit, Vidyard
Four alternatives
Dock, GetAccept, HummingDeck, TrumpetFive alternatives
Dock, Flowla, GetAccept, HummingDeck, TrumpetTen alternatives
Accord, Aligned, Allego, DealHub DealRoom, Dock, Flowla, GetAccept, RELAYTO, Storylane, TrumpetTwo alternatives
Flowla, HummingDeckLlama 4 MaverickTrumpetTrumpetHeldno first choiceno first choiceno first choicenothing named
Four alternatives
Aligned, Dock, Paperflite, Showpad Shared SpacesQwen 3.7 FlashSeismic Digital Sales Roomsagainst: PandaDocTrumpetChangedDockagainst: RELAYTOAlignedagainst: Dock, GetAccept, Highspotno first choiceagainst: Box, DataRoom, Dropbox, Firmex, Google Drive, Microsoft OneDrive, SharePoint, iCloud / Wetransfer / WeUpload
Three alternatives
Highspot, Qwilr, SpotioFour alternatives
Aligned, DealCollab, DealHub DealRoom, GetAcceptSeven alternatives
Accord, GetAccept, Highspot, MindTickle, Recapped, Seismic Digital Sales Rooms, TrumpetThree alternatives
Flowla, HummingDeck, JourneySix alternatives
DealHub DealRoom, Dock, Flowla, GetAccept, HummingDeck, TrumpetKimi K2TrumpetAligned, GetAcceptChangedagainst: DealHub DealRoom, Highspot, PandaDocTrumpetAligned, Flowlaagainst: Accord, Dock, GetAcceptno first choiceagainst: Accord, Allego, Dock, Drift, Highspot, MindTickle, Recapped, Salesloft, Seismic Digital Sales Rooms, Showpad Shared Spaces, Trumpet
Four alternatives
Aligned, Dock, GetAccept, HummingDeckFour alternatives
Dock, Flowla, HummingDeck, TrumpetEight alternatives
Aligned, Allego, DealHub DealRoom, Dock, Flowla, GetAccept, Highspot, Seismic Digital Sales RoomsTwo alternatives
HummingDeck, TrumpetGLM 4.7 FlashXAligned, TrumpetAlignedChangedno first choiceAligned, Storylane Demo Suiteno first choiceagainst: Aligned, DealHub DealRoom, GetAccept, Highspot, MindTickle, Paperflite, Seismic Digital Sales Rooms, Showpad Shared Spaces, Trumpet
Three alternatives
DealHub DealRoom, GetAccept, HummingDeckThree alternatives
Dock, Flowla, SpekitTen alternatives
Accord, Allego, DealHub DealRoom, Dock, GetAccept, Highspot, MindTickle, RELAYTO, Seismic Digital Sales Rooms, TrumpetThree alternatives
Dock, Flowla, JourneyMiniMax M2.5Aligned, TrumpetFlowlaChangedno first choiceAligned, HummingDeckno first choiceagainst: Aligned, Allego, Bigtincan, Buyerstage, DealHub DealRoom, Dock, Flowla, GetAccept, Highspot, Recapped, Seismic Digital Sales Rooms, Trumpet
Two alternatives
Dock, GetAcceptTwo alternatives
Aligned, GetAcceptTwo alternatives
Flowla, TrumpetBold 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.
Seventy-two 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 | 2026-09-15 01:46 | yes | 8 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 02:29 | yes | 2 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:31 | yes | 14 | 21 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 03:20 | yes | 20 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 02:58 | yes | 0 | 8 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:38 | yes | 0 | 7 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 03:00 | yes | 0 | 30 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:43 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 04:52 | no | 0 | 33 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:41 | yes | 0 | 43 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:00 | yes | 0 | 47 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:15 | yes | 0 | 20 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:22 | yes | 8 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 01:05 | yes | 7 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:10 | yes | 16 | 23 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 00:05 | yes | 20 | 5 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-14 23:37 | yes | 0 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:10 | yes | 0 | 7 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 00:39 | yes | 0 | 32 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:24 | yes | 0 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:31 | yes | 0 | 23 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:20 | yes | 0 | 26 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:45 | yes | 0 | 40 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:42 | yes | 0 | 17 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 05:01 | yes | 10 | 12 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 22:53 | yes | 4 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:50 | yes | 23 | 27 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-14 23:21 | yes | 20 | 8 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 00:36 | yes | 0 | 8 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:22 | yes | 0 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 03:42 | yes | 0 | 13 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:04 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 04:55 | yes | 0 | 43 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:05 | yes | 0 | 38 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 23:01 | yes | 0 | 39 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:57 | yes | 0 | 11 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:49 | yes | 7 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 05:03 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 02:09 | yes | 15 | 25 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-15 04:11 | yes | 20 | 5 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 01:25 | yes | 0 | 10 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:20 | yes | 0 | 6 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 03:35 | yes | 0 | 21 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:28 | yes | 0 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:45 | yes | 0 | 59 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 01:31 | yes | 0 | 21 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 00:31 | yes | 0 | 12 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 01:13 | yes | 0 | 20 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:32 | yes | 14 | 12 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:58 | no | 0 | 6 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 02:48 | yes | 11 | 27 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 02:58 | yes | 20 | 10 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 02:31 | yes | 0 | 7 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:39 | yes | 0 | 10 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 00:27 | yes | 0 | 20 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:55 | yes | 0 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:39 | yes | 0 | 45 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 00:27 | yes | 0 | 44 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 23:06 | yes | 0 | 38 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:32 | yes | 0 | 15 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:14 | yes | 15 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 00:12 | yes | 4 | 12 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:37 | yes | 20 | 24 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-14 22:54 | yes | 20 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 00:07 | yes | 0 | 7 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:04 | yes | 0 | 11 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 02:46 | yes | 0 | 74 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:09 | yes | 0 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:20 | no | 0 | 34 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:54 | yes | 0 | 68 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 00:54 | yes | 0 | 115 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:25 | yes | 0 | 12 s |
Noise floor in this category
Flips between the edition run and its calibration repeat. Six prompts per model is a small sample; the index-wide floor is the number to trust.
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Claude Haiku 4.5
3 of 4 flipped
GPT-5.4 mini
3 of 4 flipped
Gemini 3.5 Flash
4 of 4 flipped
Perplexity Sonar
2 of 4 flipped
Grok 4.20
4 of 6 flipped
Mistral Small
3 of 4 flipped
DeepSeek V4 Flash
4 of 5 flipped
Llama 4 Maverick
1 of 3 flipped
Qwen 3.7 Flash
3 of 4 flipped
Kimi K2
6 of 6 flipped
GLM 4.7 FlashX
4 of 4 flipped
MiniMax M2.5
3 of 3 flipped
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
DealHub read as DealHub DealRoom
DealHub (DealHub.io) read as DealHub DealRoom
DealHub.io read as DealHub DealRoom
DealHub.io (DealRoom) read as DealHub DealRoom
Seismic read as Seismic Digital Sales Rooms
Showpad read as Showpad Shared Spaces
Unresolved, counted raw
DataRoom
Send.co
Smart Rooms
iCloud / Wetransfer / WeUpload
Discontinued, still offered
No shut-down product was recommended here.