Sales enablement and content
Asked as “sales enablement platform”, and as “sales content management 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
29%
Contested · Highspot 18%
29HubSpot Sales Hub18Highspot16Dock37others
29% of first choices, contested.
Since September 2026↗new leaderNew leader since September 2026: HubSpot Sales Hub (29%) replaces Dock (19% then, 17% now), 12 points clear, past the 11-point floor.HubSpot Sales Hub leads at 29%, replacing Dock, which led at 19% and stands at 17% now: 12 points clear, past the 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
HubSpot Sales Hub61%Clear leader▲+9Since September 2026: 53% → 62%, +9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Mid-marketHubSpot Sales Hub29%Contested↗new leaderNew leader since September 2026: HubSpot Sales Hub (29%) replaces Dock (19% then, 17% now), 12 points clear, past the 11-point floor.This pageEnterprise
Seismic58%Clear leader▼−7Since September 2026: 64% → 57%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →
HubSpot Sales Hub61%Clear leader▲+9Since September 2026: 53% → 62%, +9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Mid-marketHubSpot Sales Hub29%Contested↗new leaderNew leader since September 2026: HubSpot Sales Hub (29%) replaces Dock (19% then, 17% now), 12 points clear, past the 11-point floor.This pageEnterpriseSeismic58%Clear leader▼−7Since September 2026: 64% → 57%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.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
01HubSpot Sales Hub29%11%35accepted challenger▲+9Since September 2026: 19% → 29%, +9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.19% → 29%
HubSpot Sales Hub29%11%35accepted challenger▲+9Since September 2026: 19% → 29%, +9 points. Inside the 11-point floor: within noise. Read over the models both editions asked.19% → 29%02
Highspot18%35%62criticized challenger▲+11Since September 2026: 8% → 19%, +11 points. Past the 11-point floor: movement. Read over the models both editions asked.8% → 19%
Highspot18%35%62criticized challenger▲+11Since September 2026: 8% → 19%, +11 points. Past the 11-point floor: movement. Read over the models both editions asked.8% → 19%03
Dock16%0%24accepted challenger▼−3Since September 2026: 19% → 17%, −3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.19% → 17%
Dock16%0%24accepted challenger▼−3Since September 2026: 19% → 17%, −3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.19% → 17%04
Paperflite10%0%10accepted challenger▼−2Since September 2026: 12% → 10%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.12% → 10%
Paperflite10%0%10accepted challenger▼−2Since September 2026: 12% → 10%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.12% → 10%05
Showpad6%19%43accepted challenger▼−1Since September 2026: 8% → 7%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.8% → 7%
Showpad6%19%43accepted challenger▼−1Since September 2026: 8% → 7%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.8% → 7%06
MindTickle2%6%32accepted challenger▼−1Since September 2026: 4% → 2%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 2%
MindTickle2%6%32accepted challenger▼−1Since September 2026: 4% → 2%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 2%07
SalesHood2%0%11accepted challenger▼−4Since September 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 0%
SalesHood2%0%11accepted challenger▼−4Since September 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 0%08Seismic2%39%54criticized challenger▼−5Since September 2026: 8% → 2%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.8% → 2%
Seismic2%39%54criticized challenger▼−5Since September 2026: 8% → 2%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.8% → 2%Show the five products at 0%, ordered by negative rate
13
Bigtincan0%19%16accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Bigtincan0%19%16accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%11
Gong Enable0%13%15accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Gong Enable0%13%15accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%12
Mediafly0%10%10accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Mediafly0%10%10accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%09
Spekit0%0%18accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%
Spekit0%0%18accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%10
Allego0%0%13accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%
Allego0%0%13accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.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 is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
All twenty-eight head-to-head pages: the top eight products, each against each
HubSpot Sales Hub vs ShowpadHubSpot Sales Hub vs MindTickleHubSpot Sales Hub vs SalesHoodHubSpot Sales Hub vs SeismicHighspot vs DockHighspot vs PaperfliteHighspot vs ShowpadHighspot vs MindTickleHighspot vs SalesHoodHighspot vs SeismicDock vs PaperfliteDock vs ShowpadDock vs MindTickleDock vs SalesHoodDock vs SeismicPaperflite vs ShowpadPaperflite vs MindTicklePaperflite vs SalesHoodPaperflite vs SeismicShowpad vs MindTickleShowpad vs SalesHoodShowpad vs SeismicMindTickle vs SalesHoodMindTickle vs SeismicSalesHood vs Seismic
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 →
01020304050607080910111213Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01HubSpot Sales Hub29%
HubSpot Sales Hub29%02Highspot18%
Highspot18%03Dock16%
Dock16%04Paperflite10%
Paperflite10%05Showpad6%
Showpad6%06MindTickle2%
MindTickle2%07SalesHood2%
SalesHood2%08Seismic2%
Seismic2%09Spekit0%
Spekit0%10Allego0%
Allego0%11Gong Enable0%
Gong Enable0%12Mediafly0%
Mediafly0%13Bigtincan0%
Bigtincan0%What they warned about
One 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 4.1 Fast, Mistral Small, DeepSeek V4 Flash, 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.
Highspot35%
22 of 62 labels negative · 12 of 14 models · 8 hard negative
“What to avoid on a budget: Enterprise-grade platforms like Highspot (from ~$45\u201360/user/month)” DeepSeek V4 Flash, budget prompt
Seismic39%
21 of 54 labels negative · 10 of 14 models · 8 hard negative
“it is often overly expensive... Avoid it unless you already have a mature, dedicated Sales Enablement department.” Gemini 3.5 Flash, paraphrase prompt
Showpad19%
8 of 43 labels negative · 6 of 14 models · 4 hard negative
“here are the sales enablement platforms you should be cautious about or avoid... Showpad and Bigtincan ... merged under Vector Capital” Mistral Small, negative prompt
HubSpot Sales Hub11%
4 of 35 labels negative · 4 of 14 models
“Specific vendors like HubSpot Sales Hub and certain CRM-driven enablement modules are often flagged for limited features, steep learning curves, high cost, and poor support—approach them with caution.” GLM 4.7 FlashX, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
78 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 1078 links across 207 sites, every framing counted. Ranked by the number of answers carrying the site or page. 1 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 · Dock39 answers · 56 citations · 12 models
33 answers · 68 citations · 13 models
vendor site · HubSpot32 answers · 46 citations · 12 models
vendor site · MindTickle28 answers · 35 citations · 12 models
28 answers · 31 citations · 12 models
vendor site · Spekit25 answers · 26 citations · 10 models
vendor site · Prospeo23 answers · 32 citations · 10 models
vendor site · Salesmotion20 answers · 22 citations · 11 models
20 answers · 21 citations · 7 models
vendor site · Showpad17 answers · 24 citations · 9 models
vendor site · CloudTalk15 answers · 15 citations · 8 models
vendor site · Nextiva15 answers · 15 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 · 12 models
23 answers · 10 models
20 answers · 7 models
19 answers · 9 models
15 answers · 8 models
15 answers · 9 models
15 answers · 7 models
13 answers · 9 models
13 answers · 8 models
13 answers · 8 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 sales enablement platform”, “sales enablement 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 |
|---|---|---|---|---|---|---|---|---|
| HubSpot parent site HubSpot Sales Hub 29%, HubSpot Content Hub 2% | 31% | 693 | 368,000 | 9,776 | ||||
| Highspot highspot.com | 18% | 427 | 14,800 | 255 | 47,379 | 5 | 2 | |
| Dock dock.us | 16% | 307 | 90,500 | 81,222 | 39,016 | 0 | 8 | |
| Paperflite paperflite.com | 10% | 32 | 720 | 13 | 17,387 | 0 | ||
| Showpad showpad.com | 6% | 187 | 4,400 | 76 | 11,387 | 45 | ||
| ClickUp clickup.com | 4% | 202 | 201,000 | 1,733 | 322,021 | $1,470 | 120 | |
| MindTickle mindtickle.com | 2% | 320 | 2,900 | 60 | 4,413 | 19 | 3 | |
| SalesHood saleshood.com | 2% | 94 | 720 | 1 | 1,628 | 0 | ||
| Trumpet sendtrumpet.com | 2% | 178 | 165,000 | 52,309 | 2,058 | $32 | 8 | |
| Guru getguru.com | 2% | 100 | 60,500 | 17,065 | 79,461 | 10 |
Google's top ten for the two searches hold 17 sites; 2 of them are among the sites the models cited here (dock.us, mindtickle.com). The first result for “best sales enablement platform” is revenuebase.ai.
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 sales enablement platform for a mid-market B2B company?”Paraphrase“Which sales content management tool would you recommend to a mid-sized B2B company?”Comparative“What are the top sales enablement platforms and how do they differ?”Budget-constrained“What is the best sales enablement platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a sales enablement platform. What should we look at?”Negative“Which sales enablement platforms should I avoid or be cautious about?”
Claude Haiku 4.5Dockno first choiceChangedMindTickleHubSpot Sales Hubno first choiceagainst: Apollo.io, Guru, HubSpot Sales Hub, Mediafly, MindTickle, Salesforce Sales Programs, Seismic Enablement Cloud
Five alternatives
Gong Enable, HubSpot Sales Hub, MindTickle, SalesHood, ShowpadOne alternative
SalesloftThree alternatives
DocSend, Zendesk, Zoho CRMGPT-5.4 miniHighspotSeismicChangedSeismicHubSpot Sales Hubagainst: Highspot, Seismicno first choicenothing named
Two alternatives
Seismic, ShowpadThree alternatives
Highspot, Mediafly, ShowpadFive alternatives
Highspot, Mediafly, MindTickle, Showpad, SpekitGemini 3.5 FlashShowpadDockChangedagainst: Google Drive, Highspot, Seismic, SharePointSeismicDock, Trumpetagainst: Highspot, MindTickle, Outreach, Seismic, Showpad, ZoomInfono first choiceagainst: Absorb, Bigtincan, Docebo, Highspot, Litmos, Seismic, Showpad
Four alternatives
Dock, MindTickle, Seismic, SpekitFour alternatives
HubSpot Content Hub, HubSpot Sales Hub, Showpad, SpekitFour alternatives
GTM Buddy, MindTickle, Showpad, SpekitFour alternatives
Apollo.io, HubSpot Sales Hub, Notion, TalentLMSPerplexity SonarDockHubSpot Content Hub, HubSpot Sales HubChangedno first choiceHubSpot Sales Hubagainst: Salesforce Sales Programsno first choiceagainst: Highspot, HubSpot Sales Hub, Salesloft, ZoomInfo
Four alternatives
Highspot, HubSpot Sales Hub, Showpad, SpekitThree alternatives
Highspot, Paperflite, SeismicTen alternatives
Aligned, Consensus, Dock, Highspot, HubSpot Sales Hub, MindTickle, Salesforce Sales Cloud, Salesloft, Seismic, TrumpetOne alternative
PipedriveGrok 4.1 FastHighspotShowpadChangedagainst: Seismicno first choiceHubSpot Sales Hubagainst: Highspot, SeismicHighspot, HubSpot Sales Hubagainst: Highspot, HubSpot Sales Hub, Seismic
Three alternatives
HubSpot Sales Hub, MindTickle, SalesHoodThree alternatives
Highspot, HubSpot Sales Hub, PaperfliteFour alternatives
Bitrix24, Dock, EngageBay, monday CRMThree alternatives
Gong Enable, MindTickle, SeismicMistral SmallDockHighspotChangedno first choiceDock, Guru, HubSpot Sales Hubno first choiceagainst: Bigtincan, Brainshark, Highspot, Seismic, Showpad
Two alternatives
Paperflite, SeismicOne alternative
HighspotDeepSeek V4 FlashHighspotPaperfliteChangedagainst: Highspot, Seismicno first choiceHubSpot Sales Hubagainst: Highspot, Seismic, Showpadno first choiceagainst: Seismicagainst: Highspot, Salesforce Sales Programs, Salesloft, Seismic, Showpad
Six alternatives
Dock, MindTickle, SalesHood, Seismic, Showpad, SpekitThree alternatives
HubSpot Content Hub, Mediafly, ShowpadSeven alternatives
Gong Enable, Highspot, MindTickle, Outreach, Salesloft, Seismic, ShowpadOne alternative
Zoho CRMLlama 4 Maverickno first choiceno first choiceHeldno first choiceDockno first choicenothing named
Three alternatives
CloudTalk, MindTickle, SalesmotionQwen 3.7 FlashHighspotPaperfliteChangedMindTickle, Seismicagainst: HighspotHubSpot Sales Hubagainst: Highspot, Seismicno first choiceagainst: Highspot, Seismic Enablement Cloud
Four alternatives
Lessons.ai, MindTickle, Seismic, ShowpadTwo alternatives
Highspot, ShowpadTwo alternatives
Dock, ShowpadFive alternatives
Calendly, ClickUp, Loom, Notion, SlackKimi K2Highspot, Showpadagainst: Outreach, Salesloft, SeismicPaperfliteChangedagainst: Highspot, Seismic, Showpadno first choiceClickUp, HubSpot Sales Hubagainst: Highspot, Seismicno first choiceagainst: Gong Enable, Highspot, Seismic
Three alternatives
Allego, Bigtincan, MindTickleFour alternatives
Allego, Bigtincan, Content Camel, HubSpot Sales HubTwo alternatives
EngageBay, FreshsalesGLM 4.7 FlashXHighspotPaperfliteChangedno first choiceHubSpot Sales Hubagainst: Gong Enable, Highspot, Salesforce Sales Programs, Seismicno first choiceagainst: HubSpot Sales Hub, SharePoint, Zoho CRM
Three alternatives
Dock, HubSpot Sales Hub, SalesloftFour alternatives
Guru, HubSpot Content Hub, HubSpot Sales Hub, SpekitThree alternatives
Bitrix24, Pipedrive, TextExpanderMiniMax M2.5MindTickleContent CamelChangedHighspot, SeismicClickUp, HubSpot Sales Hubagainst: Highspot, Salesforce Sales Cloud, Seismicno first choiceagainst: Bigtincan, Highspot, Seismic, Showpad
Three alternatives
Highspot, Seismic, ShowpadTwo alternatives
Highspot, SeismicSix alternatives
Dock, Gong Enable, HubSpot Sales Hub, MindTickle, Salesforce Sales Cloud, ShowpadTwo alternatives
EngageBay, monday CRMGPT-6 LunaSalesHoodHighspotChangedno first choiceHubSpot’s free Sales Hubno first choiceagainst: Highspot, Seismic, Showpad
Two alternatives
Seismic, ShowpadTwo alternatives
Seismic, ShowpadThree alternatives
Google Drive, Notion, SoloFireMuse Glimmer 30BDock, HubSpot Sales HubPaperfliteChangedHighspotHubSpot Sales Hubno first choiceagainst: Enablix, Highspot, Klue, Seismic Enablement Cloud
Three alternatives
Highspot, MindTickle, ShowpadTwo alternatives
Showpad, SpekitEight alternatives
Allego, Consensus, HubSpot Sales Hub, MindTickle, SalesHood, Seismic, Showpad, TrumpetOne alternative
GuruBold 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 09:28 | yes | 9 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 07:24 | yes | 4 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 12:55 | yes | 10 | 28 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 11:36 | yes | 20 | 4 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:14 | yes | 19 | 7 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:09 | yes | 11 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 07:58 | yes | 25 | 32 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:27 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 13:14 | no | 0 | 30 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:03 | yes | 18 | 30 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:45 | yes | 14 | 18 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:00 | yes | 13 | 24 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:43 | yes | 4 | 12 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:46 | yes | 13 | 18 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:13 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:17 | yes | 5 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 13:24 | yes | 14 | 23 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 07:54 | yes | 20 | 2 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:29 | yes | 24 | 10 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 07:47 | yes | 10 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:44 | yes | 23 | 22 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 13:02 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 14:00 | yes | 10 | 24 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:54 | yes | 20 | 20 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:54 | yes | 13 | 20 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:11 | yes | 9 | 16 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:19 | yes | 3 | 13 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 12:14 | yes | 13 | 20 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:42 | yes | 9 | 7 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:03 | yes | 5 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:30 | yes | 29 | 28 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 10:16 | yes | 18 | 5 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 07:41 | yes | 24 | 8 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:57 | yes | 9 | 22 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:11 | yes | 24 | 34 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:28 | yes | 5 | 1 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:25 | yes | 10 | 26 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:19 | yes | 15 | 27 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:36 | yes | 23 | 20 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:49 | yes | 15 | 16 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:33 | yes | 7 | 33 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 12:05 | yes | 24 | 37 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:08 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:46 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:55 | yes | 25 | 23 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 13:25 | yes | 17 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:40 | yes | 23 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:58 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:15 | yes | 22 | 21 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:51 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 13:49 | yes | 10 | 57 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:05 | yes | 8 | 21 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:50 | yes | 24 | 125 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 13:36 | yes | 10 | 32 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:33 | yes | 2 | 18 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:36 | yes | 21 | 37 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 13:58 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:52 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:22 | yes | 11 | 25 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 10:43 | yes | 20 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 12:34 | yes | 18 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:43 | no | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:34 | yes | 19 | 37 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:02 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 07:28 | yes | 9 | 20 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:59 | yes | 15 | 20 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:22 | yes | 15 | 62 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 14:08 | no | 0 | 11 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:21 | yes | 3 | 21 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:15 | yes | 15 | 24 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:43 | yes | 18 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:38 | yes | 4 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:26 | yes | 19 | 23 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 13:04 | yes | 19 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 12:22 | yes | 21 | 6 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 12:17 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 07:54 | yes | 25 | 35 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:56 | yes | 5 | 1 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 13:17 | yes | 17 | 39 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:02 | yes | 24 | 28 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:09 | yes | 15 | 42 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 14:14 | yes | 14 | 28 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:58 | yes | 3 | 23 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:59 | yes | 24 | 31 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
Gong read as Gong Enable
HubSpot read as HubSpot Sales Hub
HubSpot (Free or Starter Tier) read as HubSpot Sales Hub
Salesforce read as Salesforce Sales Programs
Unresolved, counted raw
Agentforce Sales
Bardeen
Enablix
HubSpot’s free Sales Hub
Lessons.ai
Salesforce Content
Seismic, including Highspot
Sharefile
TextExpander
highspot.com
showpad.com
Discontinued, still offered
No shut-down product was recommended here.