Digital sales rooms for small business buyers
Asked as “digital sales room platform”, and as “buyer engagement and deal room tool”, on behalf of a small B2B company. 55 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
38%
Contested · Trumpet 35%
38Aligned35Trumpet09Dock18others
38% of first choices, contested.
Since October 2026▼−3Since October 2026: 41% → 38%, −3 points. Inside the 11-point floor: within noise.Aligned held the lead, −3 points on 41%, inside the 11-point floor.
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.This pageMid-marketAligned29%Contested↗new leaderNew leader since October 2026: Aligned (29%) replaces Dock (29% then, 20% now), 9 points clear, inside the 11-point floor.Standing →Enterprise
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.This pageMid-marketAligned29%Contested↗new leaderNew leader since October 2026: Aligned (29%) replaces Dock (29% then, 20% now), 9 points clear, inside the 11-point floor.Standing →EnterpriseTrumpet36%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 small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Aligned38%7%60endorsed leader▼−3Since October 2026: 41% → 38%, −3 points. Inside the 11-point floor: within noise.41% → 38%
Aligned38%7%60endorsed leader▼−3Since October 2026: 41% → 38%, −3 points. Inside the 11-point floor: within noise.41% → 38%02Trumpet35%5%66endorsed leader▲+19Since October 2026: 16% → 35%, +19 points. Past the 11-point floor: movement.16% → 35%
Trumpet35%5%66endorsed leader▲+19Since October 2026: 16% → 35%, +19 points. Past the 11-point floor: movement.16% → 35%03
Dock9%21%48accepted challenger▲+3Since October 2026: 6% → 9%, +3 points. Inside the 11-point floor: within noise.6% → 9%
Dock9%21%48accepted challenger▲+3Since October 2026: 6% → 9%, +3 points. Inside the 11-point floor: within noise.6% → 9%05
GetAccept5%13%52accepted challenger▲+2Since October 2026: 3% → 5%, +2 points. Inside the 11-point floor: within noise.3% → 5%
GetAccept5%13%52accepted challenger▲+2Since October 2026: 3% → 5%, +2 points. Inside the 11-point floor: within noise.3% → 5%06
Flowla4%4%28accepted challenger▼−1Since October 2026: 5% → 4%, −1 point. Inside the 11-point floor: within noise.5% → 4%
Flowla4%4%28accepted challenger▼−1Since October 2026: 5% → 4%, −1 point. Inside the 11-point floor: within noise.5% → 4%07
Showpad Shared Spaces2%79%19criticized challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%
Showpad Shared Spaces2%79%19criticized challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%Show the five products at 0%, ordered by negative rate
10
MindTickle0%91%11criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
MindTickle0%91%11criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%12
Seismic Digital Sales Rooms0%88%25criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Seismic Digital Sales Rooms0%88%25criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%11
Highspot0%87%23criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
Highspot0%87%23criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%09
Allego0%70%10criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Allego0%70%10criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%08
DealHub DealRoom0%43%14criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
DealHub DealRoom0%43%14criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 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.
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not small business.
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 →
010203
040506070809101112Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Aligned38%
Aligned38%02Trumpet35%
Trumpet35%03Dock9%
Dock9%04Content Camel7%
Content Camel7%05GetAccept5%
GetAccept5%06Flowla4%
Flowla4%07Showpad Shared Spaces2%
Showpad Shared Spaces2%08DealHub DealRoom0%
DealHub DealRoom0%09Allego0%
Allego0%10MindTickle0%
MindTickle0%11Highspot0%
Highspot0%12Seismic Digital Sales Rooms0%
Seismic Digital Sales Rooms0%What they warned about
Four of fourteen 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, Llama 4 Maverick, 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.
Highspot87%
20 of 23 labels negative · 11 of 14 models · 9 hard negative
“Enterprise enablement suites such as Highspot by Seismic, Allego, Mindtickle do not list a dollar price on their own website” Muse Glimmer 30B, negative prompt
Seismic Digital Sales Rooms88%
22 of 25 labels negative · 10 of 14 models · 10 hard negative
“Why avoid: Described as a "bloated, enterprise-level enablement platform" that's not recommended for smaller businesses” Kimi K2, negative prompt
Showpad Shared Spaces79%
15 of 19 labels negative · 8 of 14 models · 10 hard negative
“Showpad is a heavy hitter in the enterprise space... it often requires significant administrative overhead” Qwen 3.7 Flash, negative prompt
MindTickle91%
10 of 11 labels negative · 7 of 14 models · 4 hard negative
“Enterprise enablement suites such as Highspot by Seismic, Allego, Mindtickle ... "avoid for small business" category.” Muse Glimmer 30B, negative 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. 844 links across 130 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.
48 answers · 98 citations · 13 models
42 answers · 62 citations · 12 models
37 answers · 49 citations · 13 models
publisher (Gane)30 answers · 31 citations · 9 models
vendor site · Content Camel28 answers · 32 citations · 12 models
25 answers · 26 citations · 7 models
vendor site · GetAccept23 answers · 31 citations · 10 models
23 answers · 23 citations · 8 models
vendor site · Dock21 answers · 25 citations · 7 models
vendor site · HummingDeck20 answers · 21 citations · 7 models
vendor site · MindTickle18 answers · 20 citations · 10 models
vendor site · SourceForge17 answers · 21 citations · 7 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.
34 answers · 12 models
29 answers · 12 models
29 answers · 9 models
28 answers · 12 models
25 answers · 7 models
23 answers · 8 models
18 answers · 8 models
16 answers · 9 models
15 answers · 8 models
13 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 |
|---|---|---|---|---|---|---|---|---|
| Aligned alignedup.com | 38% | 168 | 165,000 | 88,101 | 59,675 | $455 | 26 | 1 |
| Trumpet sendtrumpet.com | 35% | 191 | 165,000 | 52,309 | 2,058 | $32 | 8 | |
| Dock dock.us | 9% | 271 | 90,500 | 81,222 | 39,016 | 0 | 7 | |
| Content Camel contentcamel.io | 7% | 34 | ||||||
| GetAccept getaccept.com | 5% | 235 | 590 | 9 | 15,454 | $4,087 | 14 | 5 |
| Flowla flowla.com | 4% | 62 | 210 | 3 | 308 | 0 | ||
| Showpad Shared Spaces showpad.com | 2% | 76 | 11,387 | 45 | ||||
| HummingDeck hummingdeck.com | 0% | 6 | 10 | 0 | 148 | |||
| RELAYTO relayto.com | 0% | 16 | ||||||
| PandaDoc pandadoc.com | 0% | 538 | 60,500 | 510 | 425,196 | $42,516 | 119 |
Google's top ten for the two searches hold 15 sites; 4 of them are among the sites the models cited here (alignedup.com, dock.us, 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 small B2B company?”Paraphrase“Which buyer engagement and deal room tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top digital sales room platforms for a small team and how do they differ?”Budget-constrained“What is the best digital sales room platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a digital sales room platform. What should we look at?”Negative“Which digital sales room platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5AlignedGetAcceptChangedFlowla, HummingDeckAlignedno first choiceagainst: Bigtincan, Buyerstage, DealHub DealRoom, Dock, GetAccept, Highspot, MindTickle, Seismic Digital Sales Rooms
Three alternatives
Flowla, GetAccept, HummingDeckThree alternatives
Aligned, Dock, TrumpetThree alternatives
Aligned, HubSpot, TrumpetThree alternatives
Flowla, HummingDeck, TrumpetGPT-5.4 miniGetAcceptagainst: MindTickle, Seismic Digital Sales RoomsShowpad Shared SpacesChangedTrumpetagainst: Highspot Digital Sales Rooms, Showpad Shared SpacesAlignedagainst: GetAccept, Salesroomno first choiceagainst: Highspot, MindTickle, Seismic Digital Sales Rooms, Trumpet
Three alternatives
Aligned, DealHub DealRoom, TrumpetOne alternative
HighspotThree alternatives
Dock, Flowla, GetAcceptOne alternative
TrumpetGemini 3.5 FlashDockagainst: Highspot, Seismic Digital Sales RoomsTrumpetChangedDockagainst: Highspot, Seismic Digital Sales RoomsDock, Trumpetagainst: Highspot, MindTickle, Seismic Digital Sales RoomsDockagainst: Highspot, Seismic Digital Sales Roomsagainst: Bigtincan, DealHub DealRoom, DocSend, Highspot, MindTickle, Seismic Digital Sales Rooms, Showpad Shared Spaces
Four alternatives
Aligned, Flowla, GetAccept, TrumpetFour alternatives
Aligned, DocSend, Dock, PandaDocFour alternatives
Aligned, Flowla, GetAccept, TrumpetThree alternatives
Aligned, Flowla, GetAcceptFour alternatives
Breeze, GetAccept, Paperflite, TrumpetPerplexity SonarAlignedTrumpetChangedagainst: DocSendAligned, Trumpetagainst: DockAlignedagainst: Accord, DealHub DealRoomno first choiceagainst: Accord, Allego, DealHub DealRoom, DocSend, GetAccept, Highspot, MindTickle, Seismic Digital Sales Rooms, Showpad Shared Spaces, Spekit
Three alternatives
Dock, GetAccept, TrumpetThree alternatives
Aligned, Dock, GetAcceptTwo alternatives
Flowla, GetAcceptTwo alternatives
Content Camel, GetAcceptGrok 4.20Alignedagainst: Allego, Seismic Digital Sales Rooms, Showpad Shared SpacesTrumpetChangedagainst: Dock, Flowla, Guideflow, Highspot, Seismic Digital Sales Rooms, Showpad Shared SpacesDock, Trumpetagainst: DealHub DealRoom, MindTickle, Seismic Digital Sales Rooms, Showpad Shared SpacesTrumpetagainst: HubSpot Sales Hub, Showpad Shared SpacesAlignedagainst: DocSend, Highspot, MindTickle, Seismic Digital Sales Rooms, Showpad Shared Spacesagainst: Allego, Bigtincan, Dock, GetAccept, Highspot, PandaDoc, Seismic Digital Sales Rooms, Showpad Shared Spaces
Three alternatives
Dock, GetAccept, TrumpetTwo alternatives
Aligned, GetAcceptFour alternatives
Aligned, Flowla, GetAccept, RecappedThree alternatives
Aligned, Dock, GetAcceptThree alternatives
Dock, GetAccept, TrumpetMistral SmallAlignedAlignedHeldGetAcceptAlignedno first choiceagainst: Dock, Recapped, Trumpet
Three alternatives
Content Camel, Flowla, TrumpetTwo alternatives
Dock, TrumpetSix alternatives
Aligned, DealHub DealRoom, Dock, RELAYTO, Showpad Shared Spaces, TrumpetTwo alternatives
Content Camel, TrumpetDeepSeek V4 FlashTrumpetagainst: Highspot, Seismic Digital Sales Rooms, Showpad Shared SpacesTrumpetHeldAlignedTrumpetagainst: DockAligned, Dock, Trumpetagainst: Allego, Highspot, MindTickle, Seismic Digital Sales Roomsagainst: Aligned, Allego, Dock, Seismic Enablement Cloud, Showpad Shared Spaces
Two alternatives
Aligned, DockThree alternatives
Aligned, Dock, GetAcceptFour alternatives
Content Camel, Dock, GetAccept, TrumpetTwo alternatives
Aligned, ShoDeckLlama 4 MaverickContent CamelAlignedChangedno first choiceContent Camelno first choiceagainst: Aligned, ClickUp, Highspot, Notion, Seismic Digital Sales Rooms
Three alternatives
Content Camel, Flowla, TrumpetThree alternatives
Aligned, Dock, TrumpetQwen 3.7 FlashAlignedAlignedHeldQwilragainst: Highspot, Seismic Digital Sales RoomsContent Camel, Flowlano first choiceagainst: Allego, GetAccept, Seismic Digital Sales Rooms, Showpad Shared Spaces
Two alternatives
Flowla, TrumpetThree alternatives
Dock, GetAccept, TrumpetFour alternatives
DocuSeal, DocuSign, Loopio, PandaDocOne alternative
DocSendEight alternatives
DealHub DealRoom, Eric, Highspot, Loopio, PandaDoc, Qwilr, Salesforce Spiff, Seismic Digital Sales RoomsKimi K2Aligned, Trumpetagainst: Dock, Highspot, Seismic Digital Sales Rooms, Showpad Shared SpacesTrumpetChangedTrumpetTrumpetAlignedagainst: Accord, DealHub DealRoom, GetAccept, Highspot, Seismic Digital Sales Rooms, Showpad Shared Spaces
One alternative
GetAcceptTwo alternatives
Aligned, GetAcceptFour alternatives
Aligned, Dock, GetAccept, RecappedTwo alternatives
Aligned, GetAcceptFour alternatives
Content Camel, Dock, GetAccept, TrumpetGLM 4.7 FlashXAligned, GetAcceptAlignedChangedAlignedagainst: FlippingBookAligned, Trumpetno first choiceagainst: Aligned, Highspot, Recapped, Seismic Digital Sales Rooms, Showpad Shared Spaces
Two alternatives
Dock, TrumpetThree alternatives
Dock, GetAccept, TrumpetTwo alternatives
Dock, TrumpetTwo alternatives
Content Camel, GetAcceptMiniMax M2.5AlignedFlowla, TrumpetChangedAligned, TrumpetContent Camel, Trumpetno first choicenothing named
One alternative
GetAcceptOne alternative
AlignedOne alternative
DockOne alternative
KlyckGPT-6 LunaTrumpetagainst: DockTrumpetHeldAlignedTrumpetno first choiceagainst: Dock, GetAccept, Showell
One alternative
AlignedOne alternative
DockFour alternatives
Dock, Flowla, GetAccept, TrumpetOne alternative
DockMuse Glimmer 30BAlignedDockChangedAligned, Trumpetagainst: HighspotTrumpetno first choiceagainst: Aligned, Allego, Highspot, MindTickle, Trumpet
Four alternatives
Content Camel, GetAccept, HummingDeck, TrumpetThree alternatives
Content Camel, GetAccept, TrumpetTwo alternatives
Dock, GetAcceptOne alternative
AlignedBold 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 16:56 | yes | 10 | 6 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 08:59 | yes | 3 | 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 16:52 | yes | 5 | 22 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 12:39 | yes | 10 | 3 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:27 | yes | 12 | 17 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:01 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 16:38 | yes | 20 | 32 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:31 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:00 | yes | 10 | 24 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 16:31 | yes | 14 | 48 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:18 | yes | 17 | 37 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:24 | yes | 5 | 19 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:19 | yes | 3 | 14 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:13 | yes | 14 | 21 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 08:36 | yes | 10 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:17 | yes | 2 | 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 11:12 | yes | 10 | 17 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 10:34 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:22 | yes | 15 | 12 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 14:43 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:00 | yes | 17 | 15 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:25 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:27 | yes | 5 | 12 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:02 | yes | 15 | 40 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:27 | yes | 19 | 106 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:07 | yes | 5 | 26 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:16 | yes | 2 | 12 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:56 | yes | 15 | 16 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:35 | yes | 10 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 17:00 | yes | 3 | 7 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 10:44 | yes | 6 | 20 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 13:12 | yes | 10 | 4 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:09 | yes | 10 | 15 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 16:10 | yes | 5 | 6 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 16:16 | yes | 24 | 35 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:27 | yes | 5 | 4 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:51 | no | 0 | 35 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:04 | yes | 14 | 33 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 17:29 | yes | 24 | 56 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 16:15 | yes | 9 | 25 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:40 | yes | 5 | 19 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 15:17 | yes | 24 | 36 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:06 | yes | 10 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:17 | 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 15:16 | yes | 15 | 17 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 16:24 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:40 | yes | 25 | 16 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:21 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 16:32 | yes | 24 | 32 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 15:14 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:43 | yes | 19 | 45 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:26 | yes | 10 | 35 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 08:44 | yes | 8 | 15 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 16:29 | yes | 5 | 20 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 08:48 | yes | 2 | 18 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 08:45 | yes | 23 | 27 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:05 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 14:52 | no | 0 | 6 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 09:10 | no | 0 | 15 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 13:41 | yes | 10 | 7 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:03 | yes | 10 | 18 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:07 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:29 | yes | 23 | 27 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:19 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:28 | yes | 5 | 20 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 08:52 | yes | 15 | 51 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:56 | yes | 15 | 46 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 08:33 | no | 0 | 14 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 13:30 | yes | 2 | 16 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 14:19 | yes | 14 | 21 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:44 | yes | 17 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 14:56 | yes | 6 | 7 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 17:12 | yes | 9 | 20 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 09:50 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:12 | yes | 18 | 14 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 17:02 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:01 | yes | 24 | 31 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:14 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:37 | yes | 14 | 23 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:53 | yes | 15 | 59 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:05 | yes | 23 | 38 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:40 | no | 0 | 13 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 15:31 | yes | 4 | 17 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:42 | yes | 14 | 25 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 AI 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
DocuSeal
Eric
FlippingBook
Highspot Digital Sales Rooms
Discontinued, still offered
No shut-down product was recommended here.