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. 51 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
29%
Contested · Aligned 24%
29Dock24Aligned20Trumpet27others
29% of first choices, contested.
Since September 2026↗new leaderNew leader since September 2026: Dock (31%) replaces Aligned (40% then, 22% now), 9 points clear, inside the 11-point floor.Dock leads at 31%, replacing Aligned, which led at 40% and stands at 22% now: 9 points clear, inside the floor, so the swap reads as unsettled.
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.
Small business
Aligned41%Clear leader▼−7Since September 2026: 46% → 39%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Mid-market
Dock29%Contested↗new leaderNew leader since September 2026: Dock (31%) replaces Aligned (40% then, 22% now), 9 points clear, inside the 11-point floor.This pageEnterprise
Trumpet20%Contested↗new leaderNew leader since September 2026: Trumpet (21%) replaces Seismic (16% then, 12% now), 8 points clear, inside the 11-point floor.Standing →
Aligned41%Clear leader▼−7Since September 2026: 46% → 39%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Mid-marketDock29%Contested↗new leaderNew leader since September 2026: Dock (31%) replaces Aligned (40% then, 22% now), 9 points clear, inside the 11-point floor.This pageEnterpriseTrumpet20%Contested↗new leaderNew leader since September 2026: Trumpet (21%) replaces Seismic (16% then, 12% now), 8 points clear, inside the 11-point floor.Standing →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
01Dock29%18%44accepted challenger▲+25Since September 2026: 6% → 31%, +25 points. Past the 11-point floor: movement. Read over the models both editions asked.6% → 31%
Dock29%18%44accepted challenger▲+25Since September 2026: 6% → 31%, +25 points. Past the 11-point floor: movement. Read over the models both editions asked.6% → 31%02Aligned24%4%46accepted challenger▼−17Since September 2026: 40% → 22%, −17 points. Past the 11-point floor: movement. Read over the models both editions asked.40% → 22%
Aligned24%4%46accepted challenger▼−17Since September 2026: 40% → 22%, −17 points. Past the 11-point floor: movement. Read over the models both editions asked.40% → 22%03Trumpet20%16%55accepted challenger▼−7Since September 2026: 25% → 18%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.25% → 18%
Trumpet20%16%55accepted challenger▼−7Since September 2026: 25% → 18%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.25% → 18%04
GetAccept8%10%48accepted challenger▲+1Since September 2026: 8% → 9%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.8% → 9%
GetAccept8%10%48accepted challenger▲+1Since September 2026: 8% → 9%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.8% → 9%05
DealHub DealRoom2%14%29accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%
DealHub DealRoom2%14%29accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%Show the five products at 0%, ordered by negative rate
10
Seismic0%50%34criticized challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%
Seismic0%50%34criticized challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%09
Highspot0%47%34criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Highspot0%47%34criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%08
MindTickle0%33%15criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
MindTickle0%33%15criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%07
Showpad0%19%16accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%
Showpad0%19%16accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%06
Flowla0%0%24accepted challenger▼−6Since September 2026: 6% → 0%, −6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 0%
Flowla0%0%24accepted challenger▼−6Since September 2026: 6% → 0%, −6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 0%The floor is 11 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.
Head to head
All ten head-to-head pages: the top five products, each against each
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 →
01020304050607080910Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Dock29%
Dock29%02Aligned24%
Aligned24%03Trumpet20%
Trumpet20%04GetAccept8%
GetAccept8%05DealHub DealRoom2%
DealHub DealRoom2%06Flowla0%
Flowla0%07Showpad0%
Showpad0%08MindTickle0%
MindTickle0%09Highspot0%
Highspot0%10Seismic0%
Seismic0%What they warned about
Three of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, Qwen 3.7 Flash, Kimi K2, 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.
Highspot47%
16 of 34 labels negative · 9 of 14 models · 5 hard negative
“"content custodians," "PDF repositories," and "glorified Dropbox" with "$50K-per-rep portals nobody opens."” Kimi K2, negative prompt
Seismic50%
17 of 34 labels negative · 9 of 14 models · 3 hard negative
“Criticized for being a poor fit for small or fast-moving teams due to complexity and slow follow-ups. It's also flagged as bloated and enterprise-level” Mistral Small, negative prompt
Dock18%
8 of 44 labels negative · 7 of 14 models · 1 hard negative
“(specifically mentioned to avoid) ... "**Avoid platforms like Dock**"” Kimi K2, negative prompt
Trumpet16%
9 of 55 labels negative · 7 of 14 models
“Trumpet can be buggy at times, navigating design features can be tough, and analytics features are only available in higher plans” 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
77 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. 1005 links across 160 sites, every framing counted. Ranked by the number of answers carrying the site or page. 24 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · MindTickle50 answers · 53 citations · 12 models
36 answers · 49 citations · 11 models
vendor site · GetAccept36 answers · 40 citations · 12 models
vendor site · Dock33 answers · 49 citations · 12 models
32 answers · 56 citations · 11 models
vendor site · Storylane31 answers · 33 citations · 11 models
29 answers · 38 citations · 12 models
vendor site · Showpad27 answers · 29 citations · 13 models
vendor site · Guideflow25 answers · 35 citations · 9 models
vendor site · HummingDeck24 answers · 25 citations · 10 models
vendor site · Gartner24 answers · 24 citations · 11 models
20 answers · 32 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.
50 answers · 12 models
29 answers · 11 models
29 answers · 11 models
27 answers · 13 models
26 answers · 11 models
24 answers · 11 models
24 answers · 10 models
21 answers · 9 models
20 answers · 11 models
18 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 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 |
|---|---|---|---|---|---|---|---|---|
| Dock dock.us | 29% | 307 | 90,500 | 81,222 | 39,016 | 0 | 7 | |
| Aligned alignedup.com | 24% | 143 | 165,000 | 88,101 | 59,675 | $455 | 26 | 1 |
| Trumpet sendtrumpet.com | 20% | 178 | 165,000 | 52,309 | 2,058 | $32 | 8 | |
| GetAccept getaccept.com | 8% | 189 | 590 | 9 | 15,454 | $4,087 | 14 | 5 |
| HummingDeck hummingdeck.com | 4% | 36 | 10 | 0 | 148 | |||
| DealHub DealRoom dealhub.io | 2% | 81 | 20 | 0 | 319,299 | $372 | 62 | |
| DealCollab dealcollab.io | 2% | 5 | ||||||
| Spekit spekit.com | 2% | 94 | 1,900 | 15 | 3,062 | $86 | 33 | 5 |
| Recapped recapped.io | 2% | 24 | 1,600 | 9,811 | 773 | |||
| ClientPoint clientpoint.net | 2% | 3 |
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 4.5AlignedDockChangedno first choiceAlignedno first choiceagainst: Trumpet
Three alternatives
GetAccept, Spekit, TrumpetTwo alternatives
Aligned, GetAcceptThree alternatives
DealCollab, Flowla, TrumpetGPT-5.4 miniTrumpetDockChangedHighspot, Seismic, ShowpadNoux Digital Sales Roomno first choicenothing named
Three alternatives
Aligned, DealHub DealRoom, GetAcceptFive alternatives
DealHub DealRoom, GetAccept, Highspot, PandaDoc, SeismicFive alternatives
Allego, DealHub DealRoom, Dock, Flowla, PaperfliteOne alternative
Launchdeck Digital Sales RoomGemini 3.5 FlashDockagainst: Highspot, SeismicDockHeldagainst: DocSend, Highspot, MindTickle, Seismicno first choiceAlignedagainst: Highspot, Seismicno first choiceagainst: Aligned, DealHub DealRoom, Dock, Highspot, Recapped, Seismic, Showpad, Trumpet
Five alternatives
Aligned, Arrows, Flowla, GetAccept, TrumpetTwo alternatives
Aligned, TrumpetThree alternatives
Distribute, Dock, TrumpetPerplexity SonarDock, TrumpetAlignedChangedagainst: Outreach, Salesloftno first choiceAlignedno first choicenothing named
One alternative
GetAcceptTwo alternatives
Apollo.io, HubSpot Sales HubTwo alternatives
Flowla, GuideflowGrok 4.1 FastAlignedGetAcceptChangedAligned, TrumpetAligned, DealCollabagainst: GetAcceptno first choiceagainst: Distribute, Highspot, Seismic, Showpad
Three alternatives
DealHub DealRoom, GetAccept, TrumpetThree alternatives
Aligned, DealHub DealRoom, TrumpetFour alternatives
DealHub DealRoom, GetAccept, MindTickle, ShowpadFive alternatives
Dock, Flowla, HummingDeck, Storylane, TrumpetThree alternatives
Consensus, MindTickle, TrumpetMistral SmallDock, TrumpetDockChangedagainst: MindTickle, SeismicShowpadHummingDeckno first choiceagainst: Dock, Highspot, MindTickle, Seismic
One alternative
GetAcceptOne alternative
DealRoomThree alternatives
Bigtincan, DealHub DealRoom, MediaflyThree alternatives
Aligned, Storylane, TrumpetDeepSeek V4 FlashDockDockHeldArrows, TrumpetAligned, DockTrumpetagainst: Highspot, MindTickle, Seismicagainst: Dock, GetAccept, Highspot, Trumpet
Four alternatives
Aligned, GetAccept, Guideflow, TrumpetThree alternatives
Flowla, GetAccept, TrumpetSix alternatives
Dock, Flowla, Highspot, MindTickle, Seismic, ShowpadTwo alternatives
Flowla, TrumpetTwo alternatives
Aligned, GetAcceptLlama 4 MaverickTrumpetTrumpetHeldno first choiceno first choiceno first choiceagainst: Consensus, Trumpet
Three alternatives
Aligned, GetAccept, StorylaneQwen 3.7 FlashQwilragainst: SeismicDealHub DealRoomChangedno first choiceAligned, GetAcceptno first choiceagainst: DealHub DealRoom, GetAccept, Highspot, Seismic
Four alternatives
Contxtus, Highspot, Loopio, PandaDocTwo alternatives
GetAccept, ZoomforthThree alternatives
Enable.us, Storylane, TrumpetKimi K2Dock, TrumpetDock, GetAcceptChangedno first choiceGetAcceptno first choiceagainst: Dock, GetAccept, Highspot, PandaDoc, Seismic, Showpad
Three alternatives
Aligned, DealHub DealRoom, GetAcceptOne alternative
AlignedThree alternatives
Better Proposals, HubSpot CRM, PandaDocGLM 4.7 FlashXAlignedagainst: DealHub DealRoom, Highspot, SeismicDockChangedagainst: HighspotAligned, Trumpetagainst: Highspot, Klue, SeismicClientPoint, ClientPoint.meagainst: Pipedriveno first choiceagainst: DealHub DealRoom
Three alternatives
Dock, GetAccept, TrumpetFive alternatives
Aligned, DealHub DealRoom, GetAccept, Moxo, TrumpetSix alternatives
Allego, Dock, Flowla, GetAccept, Guideflow, OmedymTwo alternatives
GetAccept, GuideflowMiniMax M2.5Spekit, TrumpetDockChangedMindTickleagainst: SeismicRecappedno first choiceagainst: Dock, GetAccept, Highspot, Recapped, Seismic, Trumpet
One alternative
AlignedThree alternatives
DealHub DealRoom, GetAccept, PaperfliteSeven alternatives
Accord, DealCollab, DealHub DealRoom, Dock, GetAccept, Highspot, TrumpetFour alternatives
Aligned, Enable.us, HummingDeck, TrumpetGPT-6 LunaTrumpetDockChangedno first choiceAlignedagainst: Dockno first choiceagainst: Dock, Showell, Trumpet
One alternative
DockOne alternative
AlignedOne alternative
RecappedMuse Glimmer 30BTrumpetagainst: Highspot, SeismicAlignedChangedagainst: Trumpetno first choiceagainst: DocSend, now part of Dropbox, TrumpetHummingDeckno first choiceagainst: Aligned, DocSend, Dock, Highspot, MindTickle, Seismic, Trumpet
Two alternatives
GetAccept, Showpad Shared SpacesOne alternative
GetAcceptFour alternatives
Aligned, Dock, 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. 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 | 2026-10-01 13:04 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 12:10 | yes | 2 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:19 | yes | 17 | 24 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 09:41 | yes | 20 | 4 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:02 | yes | 25 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:29 | yes | 9 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 07:43 | yes | 18 | 45 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:32 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:37 | no | 0 | 37 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 13:18 | yes | 15 | 23 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 07:33 | yes | 17 | 67 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:14 | yes | 5 | 14 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:53 | yes | 3 | 13 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 12:51 | yes | 12 | 18 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 13:53 | yes | 19 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:41 | yes | 2 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:18 | yes | 20 | 20 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 13:18 | yes | 18 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:31 | yes | 24 | 6 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 12:44 | yes | 11 | 8 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:38 | yes | 24 | 29 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:51 | yes | 5 | 1 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:57 | yes | 5 | 21 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:28 | yes | 18 | 18 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:56 | yes | 10 | 14 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:27 | yes | 13 | 35 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:40 | yes | 2 | 16 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 12:48 | yes | 19 | 26 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:14 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:09 | yes | 5 | 11 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:37 | yes | 10 | 17 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 11:51 | yes | 13 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:46 | yes | 17 | 7 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:45 | yes | 10 | 46 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:03 | yes | 20 | 38 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:56 | yes | 5 | 1 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 13:42 | no | 0 | 28 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:07 | yes | 18 | 30 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 07:45 | yes | 22 | 34 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:43 | yes | 12 | 23 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:03 | yes | 6 | 24 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:32 | yes | 14 | 31 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 13:19 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 07:43 | yes | 3 | 3 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:26 | yes | 23 | 21 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 09:42 | yes | 17 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 12:20 | yes | 20 | 7 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:19 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:50 | yes | 23 | 29 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:21 | yes | 5 | 1 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 07:25 | yes | 7 | 39 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:04 | yes | 14 | 16 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 07:50 | yes | 23 | 25 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:55 | yes | 5 | 20 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:59 | yes | 3 | 11 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:58 | yes | 14 | 22 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:08 | no | 0 | 5 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 13:15 | no | 0 | 6 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:56 | yes | 10 | 27 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 09:32 | yes | 17 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:54 | yes | 17 | 7 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:17 | no | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 14:07 | yes | 16 | 104 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 12:02 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:06 | no | 0 | 37 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:11 | yes | 13 | 22 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:30 | yes | 12 | 49 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:49 | no | 0 | 9 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:56 | yes | 2 | 20 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:04 | yes | 14 | 18 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:43 | yes | 17 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 13:52 | yes | 2 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:28 | yes | 17 | 20 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 11:04 | yes | 25 | 6 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 07:24 | yes | 22 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:23 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:55 | yes | 21 | 40 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 13:14 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:28 | yes | 10 | 35 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:51 | yes | 23 | 22 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 14:04 | yes | 23 | 25 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 13:55 | yes | 23 | 41 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 13:01 | yes | 3 | 29 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 07:24 | yes | 24 | 24 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 3 flipped
GPT-5.4 mini
3 of 4 flipped
Gemini 3.5 Flash
3 of 4 flipped
Perplexity Sonar
1 of 3 flipped
Grok 4.1 Fast
3 of 6 flipped
Mistral Small
3 of 4 flipped
DeepSeek V4 Flash
4 of 5 flipped
Llama 4 Maverick
0 of 2 flipped
Qwen 3.7 Flash
5 of 5 flipped
Kimi K2
4 of 4 flipped
GLM 4.7 FlashX
5 of 6 flipped
MiniMax M2.5
4 of 4 flipped
GPT-6 Luna
2 of 4 flipped
Muse Glimmer 30B
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.
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Category-scoped readings
DealHub read as DealHub DealRoom
DealHub (DealHub.io) read as DealHub DealRoom
DealHub AI read as DealHub DealRoom
DealHub.io read as DealHub DealRoom
Unresolved, counted raw
August
ClientPoint.me
Contxtus
DealCloud
DocSend, now part of Dropbox
Dotloop
Drooms
Duxbury Lane
Launchdeck Digital Sales Room
Paperless
Salesforce
Discontinued, still offered
No shut-down product was recommended here.