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. 49 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
29Aligned29Trumpet20Dock22others
29% of first choices, contested.
Since October 2026↗new leaderNew leader since October 2026: Aligned (29%) replaces Dock (29% then, 20% now), 9 points clear, inside the 11-point floor.Aligned leads at 29%, replacing Dock, which led at 29% and stands at 20% 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
Aligned38%Contested▼−3Since October 2026: 41% → 38%, −3 points. Inside the 11-point floor: within noise.Standing →Mid-marketAligned29%Contested↗new leaderNew leader since October 2026: Aligned (29%) replaces Dock (29% then, 20% now), 9 points clear, inside the 11-point floor.This pageEnterprise
Trumpet36%Contested▲+16Since October 2026: 20% → 36%, +16 points. Past the 11-point floor: movement.Standing →
Aligned38%Contested▼−3Since October 2026: 41% → 38%, −3 points. Inside the 11-point floor: within noise.Standing →Mid-marketAligned29%Contested↗new leaderNew leader since October 2026: Aligned (29%) replaces Dock (29% then, 20% now), 9 points clear, inside the 11-point floor.This pageEnterpriseTrumpet36%Contested▲+16Since October 2026: 20% → 36%, +16 points. Past the 11-point floor: movement.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 October 2026
01Aligned29%5%55accepted challenger▲+5Since October 2026: 24% → 29%, +5 points. Inside the 11-point floor: within noise.24% → 29%
Aligned29%5%55accepted challenger▲+5Since October 2026: 24% → 29%, +5 points. Inside the 11-point floor: within noise.24% → 29%02Trumpet29%15%61accepted challenger▲+9Since October 2026: 20% → 29%, +9 points. Inside the 11-point floor: within noise.20% → 29%
Trumpet29%15%61accepted challenger▲+9Since October 2026: 20% → 29%, +9 points. Inside the 11-point floor: within noise.20% → 29%03
Dock20%16%50accepted challenger▼−9Since October 2026: 29% → 20%, −9 points. Inside the 11-point floor: within noise.29% → 20%
Dock20%16%50accepted challenger▼−9Since October 2026: 29% → 20%, −9 points. Inside the 11-point floor: within noise.29% → 20%04
GetAccept10%18%57accepted challenger▲+2Since October 2026: 8% → 10%, +2 points. Inside the 11-point floor: within noise.8% → 10%
GetAccept10%18%57accepted challenger▲+2Since October 2026: 8% → 10%, +2 points. Inside the 11-point floor: within noise.8% → 10%06
Recapped2%42%12criticized challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%
Recapped2%42%12criticized challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%Show the seven products at 0%, ordered by negative rate
13
Seismic Digital Sales Rooms0%50%36criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Seismic Digital Sales Rooms0%50%36criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%12
Highspot0%43%30criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Highspot0%43%30criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%11Accord0%27%11criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
10
Allego0%18%17accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Allego0%18%17accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%09
DealHub DealRoom0%16%25accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
DealHub DealRoom0%16%25accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%07
Showpad Shared Spaces0%16%25accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Showpad Shared Spaces0%16%25accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%08
Flowla0%11%19accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Flowla0%11%19accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 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 can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. 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 fifteen head-to-head pages: the top six 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 →
01020304
050607080910A11
1213Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Aligned29%
Aligned29%02Trumpet29%
Trumpet29%03Dock20%
Dock20%04GetAccept10%
GetAccept10%05Content Camel10%
Content Camel10%06Recapped2%
Recapped2%07Showpad Shared Spaces0%
Showpad Shared Spaces0%08Flowla0%
Flowla0%09DealHub DealRoom0%
DealHub DealRoom0%10Allego0%
Allego0%11Accord0%
12Highspot0%
Highspot0%13Seismic Digital Sales Rooms0%
Seismic Digital Sales Rooms0%What they warned about
Two of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Grok 4.20, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5 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.
Seismic Digital Sales Rooms50%
18 of 36 labels negative · 11 of 14 models · 4 hard negative
“Avoid enterprise platforms like Seismic or Highspot unless you have dedicated IT resources” MiniMax M2.5, direct prompt
GetAccept18%
10 of 57 labels negative · 9 of 14 models · 4 hard negative
“GetAccept has poor user satisfaction, with a Trustpilot rating of 1.7/5 and reports of "platform filled with bugs and usability problems"” Llama 4 Maverick, negative prompt
Trumpet15%
9 of 61 labels negative · 9 of 14 models · 2 hard negative
“Flagged as "not suitable for enterprise scale" and explicitly listed among platforms to avoid or be highly cautious about” Mistral Small, negative prompt
Highspot43%
13 of 30 labels negative · 8 of 14 models · 3 hard negative
“Avoid enterprise platforms like Seismic or Highspot unless you have dedicated IT resources” MiniMax M2.5, direct prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
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. 855 links across 148 sites, every framing counted. Ranked by the number of answers carrying the site or page. 56 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.
37 answers · 86 citations · 12 models
37 answers · 62 citations · 11 models
36 answers · 63 citations · 12 models
30 answers · 30 citations · 8 models
vendor site · GetAccept23 answers · 31 citations · 11 models
vendor site · Content Camel23 answers · 28 citations · 12 models
publisher (Gane)20 answers · 23 citations · 9 models
vendor site · MindTickle19 answers · 21 citations · 8 models
vendor site · Zoomforth19 answers · 20 citations · 8 models
vendor site · SourceForge17 answers · 17 citations · 9 models
vendor site · Guideflow16 answers · 18 citations · 8 models
15 answers · 18 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.
30 answers · 8 models
25 answers · 9 models
22 answers · 11 models
21 answers · 8 models
16 answers · 8 models
15 answers · 8 models
15 answers · 9 models
14 answers · 8 models
13 answers · 6 models
12 answers · 9 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 | 29% | 168 | 165,000 | 88,101 | 59,675 | $455 | 26 | 1 |
| Trumpet sendtrumpet.com | 29% | 191 | 165,000 | 52,309 | 2,058 | $32 | 8 | |
| Dock dock.us | 20% | 271 | 90,500 | 81,222 | 39,016 | 0 | 7 | |
| GetAccept getaccept.com | 10% | 235 | 590 | 9 | 15,454 | $4,087 | 14 | 5 |
| Content Camel contentcamel.io | 10% | 34 | ||||||
| Recapped recapped.io | 2% | 25 | 1,600 | 9,811 | 773 | |||
| Showpad Shared Spaces showpad.com | 0% | 76 | 11,387 | 45 | ||||
| Flowla flowla.com | 0% | 62 | 210 | 3 | 308 | 0 | ||
| DealHub DealRoom dealhub.io | 0% | 69 | 20 | 0 | 319,299 | $372 | 62 | |
| Allego allego.com | 0% | 208 | 5,400 | 58 | 12,354 | $883 | 29 |
Google's top ten for the two searches hold 15 sites; 3 of them are among the sites the models cited here (alignedup.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 4.5TrumpetAlignedChangedGetAcceptAligned, Recappedagainst: Notionno first choiceagainst: Aligned, Allego, GetAccept, Seismic Digital Sales Rooms
Three alternatives
Aligned, Flowla, GetAcceptTwo alternatives
Dock, GetAcceptNine alternatives
Aligned, Allego, DealHub DealRoom, Highspot, MindTickle, Recapped, Seismic Digital Sales Rooms, Showpad Shared Spaces, TrumpetOne alternative
FlowlaGPT-5.4 miniTrumpetGetAcceptChangedno first choiceGetAccept, Trumpetno first choiceagainst: Accord, Allego, Seismic Digital Sales Rooms, Trumpet
Three alternatives
Accord, Aligned, GetAcceptTwo alternatives
Common Room, Showpad Shared SpacesOne alternative
Launchdeck Digital Sales RoomGemini 3.5 FlashDockagainst: Highspot, Seismic Digital Sales RoomsDockHeldagainst: Highspot, Seismic Digital Sales RoomsDock, TrumpetAligned, Trumpetagainst: Accord, Dock, Highspot, Seismic Digital Sales Roomsno first choiceagainst: Highspot, MindTickle, Seismic Digital Sales Rooms
Five alternatives
Aligned, GetAccept, MindTickle, Showpad Shared Spaces, TrumpetFour alternatives
Aligned, DealHub DealRoom, GetAccept, TrumpetSix alternatives
Aligned, DealHub DealRoom, GetAccept, Highspot, Seismic Digital Sales Rooms, Showpad Shared SpacesThree alternatives
Content Camel, Flowla, KollabPerplexity SonarDockAlignedChangedno first choiceContent Camelno first choiceagainst: DealHub DealRoom, DocSend, Dock, GetAccept, Highspot, Recapped, Seismic Digital Sales Rooms, Showpad Shared Spaces, Trumpet
Two alternatives
Aligned, GetAcceptFour alternatives
Dock, GetAccept, Spekit, TrumpetNine alternatives
Accord, Aligned, DealHub DealRoom, Dock, GetAccept, Highspot, Seismic Digital Sales Rooms, Showpad Shared Spaces, TrumpetThree alternatives
Aligned, Flowla, TrumpetGrok 4.20TrumpetGetAcceptChangedagainst: Highspot, Seismic Digital Sales RoomsTrumpetAlignedno first choiceagainst: Aligned, Allego, DealHub DealRoom, Dock, Flowla, GetAccept, Journey.io, MindTickle, Recapped, Seismic Digital Sales Rooms, Showpad Shared Spaces, Trumpet, Valuecase
Four alternatives
Aligned, Dock, GetAccept, RecappedThree alternatives
Aligned, DealHub DealRoom, TrumpetTen alternatives
Accord, Aligned, Allego, DealHub DealRoom, Dock, GetAccept, Highspot, MindTickle, Seismic Digital Sales Rooms, Showpad Shared SpacesFour alternatives
Buyerstage, Content Camel, Dock, TrumpetMistral SmallTrumpetDockChangedno first choiceAligned, Trumpetno first choiceagainst: Dock, Recapped, Trumpet
Two alternatives
Aligned, ArrowsThree alternatives
Content Camel, GetAccept, PaperfliteTwo alternatives
Dock, StorylaneDeepSeek V4 FlashAlignedDockChangedDock, TrumpetContent Camelagainst: DockTrumpetagainst: Flowla, Highspot, Seismic Digital Sales Roomsagainst: Bigtincan Content Hub, DealHub DealRoom, GetAccept, Highspot, SalesRabbit, Seismic Digital Sales Rooms
Two alternatives
Dock, TrumpetThree alternatives
Aligned, GetAccept, TrumpetFive alternatives
Accord, Aligned, Allego, GetAccept, Showpad Shared SpacesThree alternatives
Aligned, Buyerstage, ConquerThree alternatives
Aligned, Dock, GetAcceptLlama 4 MaverickTrumpetGetAcceptChangedno first choiceContent Camelno first choiceagainst: GetAccept, Recapped, Trumpet
Six alternatives
Aligned, DocSend, Flowla, GetAccept, Highspot, Seismic Digital Sales RoomsThree alternatives
Aligned, Content Camel, TrumpetThree alternatives
Aligned, Dock, TrumpetQwen 3.7 FlashAlignedDockChangedagainst: Highspot, Showpad Shared SpacesAligned, Showpad Shared Spaces, TrumpetAlignedagainst: GetAccept, Seismic Digital Sales Roomsno first choiceagainst: Bigtincan, Distribute, DocuSign, GetAccept, Highspot, SalesHood, Seismic Digital Sales Rooms
Three alternatives
Dock, Showpad Shared Spaces, ValuecaseTwo alternatives
GetAccept, PaperfliteThree alternatives
Allego, DealHub DealRoom, GetAcceptTwo alternatives
Content Camel, TrumpetKimi K2TrumpetDockChangedTrumpetTrumpetno first choiceagainst: Highspot, Seismic Digital Sales Rooms, Showpad Shared Spacesagainst: Accord, Dock, GetAccept, Notch, Trumpet
Two alternatives
Aligned, DockThree alternatives
Aligned, GetAccept, TrumpetSeven alternatives
Aligned, Allego, Dock, GetAccept, Highspot, Seismic Digital Sales Rooms, Showpad Shared SpacesFour alternatives
Aligned, Content Camel, Dock, FlowlaThree alternatives
Aligned, GetAccept, TrumpetGLM 4.7 FlashXAlignedTrumpetChangedAlignedContent Camelno first choiceagainst: Recapped, Trumpet
Three alternatives
Content Camel, Flowla, GetAcceptOne alternative
GetAcceptEight alternatives
Accord, DealHub DealRoom, GetAccept, HubSpot Sales Hub, MindTickle, Salesforce Sales Cloud, Seismic Digital Sales Rooms, Showpad Shared SpacesThree alternatives
Flowla, Pitch, TrumpetMiniMax M2.5Alignedagainst: Highspot, Seismic Digital Sales RoomsAligned, GetAcceptChangedagainst: Seismic Digital Sales RoomsAlignedAligned, Content Camelno first choicenothing named
Two alternatives
GetAccept, TrumpetOne alternative
FlowlaTwo alternatives
GetAccept, TrumpetThree alternatives
Dock, GetAccept, TrumpetGPT-6 LunaDockDockHeldAligned, TrumpetAlignedagainst: Dockno first choiceagainst: Dock, GetAccept, Highspot, Seismic Digital Sales Rooms, Trumpet
Two alternatives
Aligned, TrumpetOne alternative
GetAcceptSeven alternatives
DealHub DealRoom, Dock, Flowla, GetAccept, Highspot, Seismic Digital Sales Rooms, Showpad Shared SpacesOne alternative
TrumpetMuse Glimmer 30BTrumpetDockChangedAligned, TrumpetTrumpetno first choiceagainst: Aligned, Datasite, DealHub DealRoom, GetAccept, SecureDocs, Seismic Digital Sales Rooms, Trumpet
Two alternatives
Aligned, GetAcceptOne alternative
TrumpetSeven alternatives
DocSend, Dock, Emlen, GetAccept, PandaDoc, Seismic Enablement Cloud, Showpad Shared SpacesTwo alternatives
Aligned, Content CamelBold 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.
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 | 2026-11-01 09:38 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:39 | yes | 2 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 13:37 | yes | 12 | 22 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 14:05 | yes | 10 | 3 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:19 | yes | 13 | 14 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:17 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:52 | yes | 24 | 24 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:23 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:20 | yes | 5 | 23 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:41 | yes | 9 | 17 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:44 | yes | 12 | 37 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:06 | yes | 14 | 55 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:59 | yes | 3 | 15 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:06 | yes | 11 | 17 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:41 | yes | 20 | 11 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:56 | yes | 3 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 15:16 | yes | 11 | 23 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 15:28 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:21 | yes | 10 | 11 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:40 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:39 | yes | 25 | 20 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:46 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 08:49 | yes | 10 | 51 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:51 | yes | 10 | 20 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:59 | yes | 22 | 20 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:39 | yes | 5 | 17 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:15 | yes | 2 | 11 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 08:33 | yes | 15 | 21 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 13:22 | yes | 10 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:48 | yes | 1 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 13:48 | yes | 10 | 25 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 11:47 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:39 | yes | 9 | 15 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:10 | yes | 5 | 4 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:53 | yes | 25 | 30 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:40 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 17:25 | yes | 5 | 33 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:19 | yes | 22 | 34 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 16:33 | yes | 15 | 37 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:39 | yes | 24 | 107 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 17:19 | yes | 8 | 24 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:32 | yes | 15 | 21 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 13:37 | yes | 10 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 17:34 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 15:38 | yes | 8 | 22 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 09:57 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:59 | yes | 15 | 11 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:57 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:20 | yes | 23 | 20 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:33 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:52 | yes | 5 | 12 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 17:24 | yes | 10 | 29 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 13:33 | yes | 24 | 107 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:10 | yes | 10 | 30 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:39 | yes | 3 | 13 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:08 | yes | 12 | 18 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:35 | no | 0 | 9 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:28 | no | 0 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 10:17 | no | 0 | 16 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 08:42 | yes | 10 | 7 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:08 | yes | 5 | 13 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:38 | no | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:44 | yes | 22 | 35 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:07 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:21 | no | 0 | 27 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:26 | yes | 18 | 34 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:01 | yes | 18 | 38 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:33 | no | 0 | 32 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 14:15 | yes | 1 | 17 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:45 | yes | 12 | 17 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:54 | yes | 17 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 14:43 | yes | 4 | 9 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 08:48 | yes | 9 | 16 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 09:10 | yes | 10 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:40 | yes | 10 | 11 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:02 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 15:38 | yes | 24 | 41 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:55 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:45 | yes | 9 | 48 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:59 | yes | 23 | 58 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 16:39 | yes | 25 | 25 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:23 | no | 0 | 19 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:05 | yes | 4 | 19 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 14:39 | yes | 25 | 33 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
DealHub read as DealHub DealRoom
DealHub (DealRoom) read as DealHub DealRoom
DealHub AI read as DealHub DealRoom
DealHub.io read as DealHub DealRoom
Dealhub read as DealHub DealRoom
Dealhub CPQ read as DealHub DealRoom
Dealhub.io read as DealHub DealRoom
Recapped.io read as Recapped
Seismic read as Seismic Digital Sales Rooms
Seismic (now Highspot) read as Seismic Digital Sales Rooms
Showpad read as Showpad Shared Spaces
Unresolved, counted raw
Along
Bigtincan Content Hub
Kollab
Launchdeck Digital Sales Room
Notch
Paperless
Salesforce
Discontinued, still offered
No shut-down product was recommended here.