Sales enablement and content for small business buyers
Asked as “sales enablement platform”, and as “sales content management tool”, on behalf of a small B2B company. 45 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
53%
HubSpot Sales HubClear leader
53HubSpot Sales Hub09Pipedrive07Dock31others
53% of first choices, clear leader.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the seven products at 0%, ordered by negative rate
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not small business.
All twenty-eight head-to-head pages: the top eight products, each against each
Dock vs HighspotDock vs SeismicDock vs MindTickleDock vs SalesHoodHubSpot Sales Hub vs PaperfliteHubSpot Sales Hub vs ShowpadHubSpot Sales Hub vs HighspotHubSpot Sales Hub vs SeismicHubSpot Sales Hub vs MindTickleHubSpot Sales Hub vs SalesHoodPaperflite vs ShowpadPaperflite vs HighspotPaperflite vs SeismicPaperflite vs MindTicklePaperflite vs SalesHoodShowpad vs HighspotShowpad vs SeismicShowpad vs MindTickleShowpad vs SalesHoodHighspot vs SeismicHighspot vs MindTickleHighspot vs SalesHoodSeismic vs MindTickleSeismic vs SalesHoodMindTickle vs SalesHood
One product takes 53% of first choices here, so the chart would put twelve markers in one corner and one at the far edge. The two measurements it plots are columns in the standing above: share, and the negative label rate. Six products carry a negative rate above 25% in this category.
What they warned about
Two of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2 and GLM 4.7 FlashX 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.
Seismic85%
41 of 48 labels negative · 11 of 12 models · 28 hard negative
“The "Heavyweight" Enterprise Suites (Avoid) ... Seismic & Highspot: Both are currently undergoing significant mergers and integration phases (high instability risk” Qwen 3.7 Flash, negative prompt
Highspot88%
38 of 43 labels negative · 11 of 12 models · 25 hard negative
“Tools like Highspot, Seismic, and Showpad are industry leaders, but they are generally not recommended for small businesses” Qwen 3.7 Flash, paraphrase prompt
Showpad69%
20 of 29 labels negative · 10 of 12 models · 9 hard negative
“Tools like Highspot, Seismic, and Showpad ... are generally not recommended for small businesses” Qwen 3.7 Flash, paraphrase prompt
MindTickle57%
17 of 30 labels negative · 8 of 12 models · 13 hard negative
“Why small businesses should avoid them: Administrative Overhead: To get value out of Mindtickle or Allego, you need dedicated Sales Enablement or L&D managers” Gemini 3.5 Flash, negative prompt
What they cite
Four of the twelve models returned a source list in this edition: four return the pages they cited.
Sites the answers cite
20 of 72 answers in this category came back with a source list, from 4 of 12 models: citations where the model returns them, or the search results it consulted. 291 links across 131 sites, every framing counted. Ranked by the number of answers carrying the site or page. The other 8 models searched through a gateway that returned no source list on this edition.
vendor site · Dock10 answers · 12 citations · 3 models
9 answers · 11 citations · 4 models
vendor site · MindTickle9 answers · 9 citations · 3 models
vendor site · Salesforce8 answers · 8 citations · 3 models
7 answers · 7 citations · 3 models
7 answers · 7 citations · 2 models
vendor site · Salesmotion6 answers · 8 citations · 2 models
vendor site · PitchMonster6 answers · 7 citations · 2 models
vendor site · CaptivateIQ6 answers · 6 citations · 3 models
6 answers · 6 citations · 3 models
vendor site · Spekit6 answers · 6 citations · 2 models
vendor site · Paperflite5 answers · 6 citations · 2 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.
7 answers · 3 models
7 answers · 2 models
6 answers · 3 models
6 answers · 3 models
6 answers · 3 models
5 answers · 2 models
5 answers · 2 models
4 answers · 2 models
4 answers · 2 models
4 answers · 2 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 53%, HubSpot CRM 2%, HubSpot Content Hub 2% | 58% | 687 | 368,000 | 9,776 | ||||
| Pipedrive pipedrive.com | 9% | 360 | 49,500 | 598 | 418,149 | $55 | 97 | |
| Dock dock.us | 7% | 271 | 90,500 | 81,222 | 39,016 | 0 | 8 | |
| Content Camel contentcamel.io | 4% | 34 | ||||||
| DocSend docsend.com | 4% | 28 | 14,800 | 201 | 10,750 | 67 | ||
| Zoho parent site Zoho CRM 4% | 4% | 331 | 49,500 | 660 | ||||
| Guru getguru.com | 2% | 104 | 60,500 | 17,065 | 79,461 | 10 | ||
| Paperflite paperflite.com | 2% | 34 | 720 | 13 | 17,387 | 0 | ||
| MassetUs | 2% | |||||||
| Purkle8.ai | 2% |
Google's top ten for the two searches hold 17 sites; 4 of them are among the sites the models cited here (captivateiq.com, dock.us, mindtickle.com, salesforce.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 small B2B company?”Paraphrase“Which sales content management tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top sales enablement platforms for a small team and how do they differ?”Budget-constrained“What is the best sales enablement platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a sales enablement platform. What should we look at?”Negative“Which sales enablement platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5no first choiceHubSpot CRMChangedHubSpot Sales Hubagainst: HighspotZoho CRMno first choiceagainst: Highspot, Outreach, SalesHood, Salesforce Sales Programs, Seismic, ZoomInfo
One alternative
GetAcceptFour alternatives
Guru, MindTickle, Showpad eOS, SpekitTwo alternatives
EngageBay, HubSpot Sales HubGPT-5.4 miniHubSpot Sales Hubagainst: Highspot, SeismicPipedriveChangedHubSpot Sales Hubagainst: SeismicHubSpot Sales Hubagainst: Highspot, Showpadno first choicenothing named
Two alternatives
Consensus, TrumpetTwo alternatives
Proposify, ShowellOne alternative
HighspotGemini 3.5 FlashHubSpot Sales Hubagainst: DocSend, Highspot, SeismicDocSendChangedagainst: Highspot, MindTickle, SeismicHubSpot Sales Hub, Trumpetagainst: Highspot, SeismicDocSend, HubSpot Sales Hubagainst: Highspot, Seismic, ShowpadHubSpot Sales Hubagainst: Highspot, MindTickle, Seismicagainst: Allego, Bigtincan, Highspot, MindTickle, Salesforce Enablement, Seismic, Showpad
Four alternatives
Dock, GetAccept, Papermark, TrumpetThree alternatives
Dock, HubSpot "Documents" Tool, QwilrFour alternatives
GetAccept, TalentLMS, Trainual, WalnutFive alternatives
360Learning, Apollo.io, Papermark, Peony, PipedriveFive alternatives
Distribute, Guru, Masset, Qwilr, TrumpetPerplexity SonarHubSpot Sales HubContent CamelChangedGuru, HubSpot Sales Hubagainst: ShowpadHubSpot Sales Hubno first choiceagainst: Highspot, Seismic, Showpad
Five alternatives
Dock, Guru, Pipedrive, Spekit, Zoho CRMTwo alternatives
HubSpot Sales Hub, PaperfliteFour alternatives
MindTickle, PandaDoc, Pipedrive, SalesHoodTwo alternatives
CloudTalk, monday CRMGrok 4.20HubSpot Sales Hubagainst: Gong Enable, Highspot, MindTickle, SeismicHubSpot Sales HubHeldagainst: Highspot, SeismicHubSpot Sales Hubagainst: Gong Enable, Highspot, MindTickle, SeismicHubSpot Sales Hubagainst: Gong Enable, Highspot, SeismicHubSpot Sales Hubagainst: Highspot, Seismicagainst: Gong Enable, Highspot, Outreach, Salesloft, Seismic, Showpad
Three alternatives
Pipedrive, Salesflare, Zoho CRMTwo alternatives
DocSend, PaperfliteFour alternatives
Apollo.io, PandaDoc, Pipedrive, Reply.ioThree alternatives
Dock, Pipedrive, Purkle8.aiTwo alternatives
Gong Enable, PipedriveMistral SmallDock, HubSpot Sales HubHubSpot Sales HubChangedHubSpot Sales Hub, Pipedriveagainst: Highspot, SeismicPipedriveagainst: Highspot, MindTickle, Seismicno first choiceagainst: Allego, Gong Enable, Highspot, Salesloft, Seismic, Showpad, Spekit
Three alternatives
GetAccept, Masset, SalesmotionTwo alternatives
Dock, PaperfliteSix alternatives
Apollo.io, Dock, GetAccept, Paperflite, Salesmotion, YeswareThree alternatives
Apollo.io, Freshsales, HubSpot Sales HubDeepSeek V4 FlashDockagainst: Gong Enable, Highspot, MindTickle, Seismic, ShowpadHubSpot Sales HubChangedagainst: Highspot, Seismic, ShowpadDock, HubSpot Sales Hub, SalesHoodagainst: Highspot, SeismicPurkle8.aiagainst: Gong Enable, Highspot, MindTickle, Seismic, ShowpadHubSpot Sales Hubagainst: Bigtincan, Highspot, Seismic, Showpadagainst: Chorus by ZoomInfo, Highspot, Salesloft, Seismic, Showpad
Three alternatives
Arrows, HubSpot Sales Hub, Reply.ioThree alternatives
Content Camel, DocSend, GuruFour alternatives
Allego, Gong Enable, MindTickle, ShowpadFour alternatives
Dock, Guru, HubSpot Sales Hub, PipedriveFive alternatives
Allego, Convo, MindTickle, SalesHood, SpekitLlama 4 MaverickSalesman AISeismicChangedno first choiceHubSpot Sales HubHubSpot Sales Hubnothing named
One alternative
Nano LMSTwo alternatives
Content Camel, HubSpot Sales HubFour alternatives
Freshsales, Guru, SalesHood, ShowpadFour alternatives
Gong Enable, Masset, MindTickle, SeismicQwen 3.7 FlashDockagainst: Highspot, HubSpot Sales Hub, SeismicPaperfliteChangedagainst: Highspot, Seismic, ShowpadConvoagainst: Highspot, SeismicMassetUsagainst: MindTickle, Seismicno first choiceagainst: Allego, Chorus.io, Docebo, Gong Enable, Highspot, MindTickle, Moodle, Seismic, Showpad
Two alternatives
Paperflite, SpekitTwo alternatives
Dock, GuruFour alternatives
Dock, HubSpot Sales Hub, SalesHood, SpekitThree alternatives
HubSpot Sales Hub, Salesmotion, SpekitKimi K2Guru, HubSpot Sales Hubagainst: Allego, Gong Enable, Highspot, MindTickle, Outreach, Salesloft, SeismicHubSpot Content Hub, HubSpot Sales HubChangedagainst: Highspot, Seismic, ShowpadHubSpot Sales Hubagainst: Highspot, MindTickle, Seismic, ShowpadHubSpot Sales Hubagainst: Highspot, MindTickle, Seismicno first choiceagainst: Highspot, Outreach, Seismic, Showpadagainst: Brainshark, Chorus by ZoomInfo, Gong Enable, Highspot, MindTickle, Seismic, Showpad
Three alternatives
Freshsales, MassetUs, ShowpadThree alternatives
Content Camel, DocSend, PaperfliteSix alternatives
Dock, Guru, Membrain, SalesHood, Spekit, TrumpetThree alternatives
Freshsales, Guru, PipedriveFour alternatives
HubSpot Sales Hub, MindTickle, Pipedrive, SpekitGLM 4.7 FlashXHubSpot Sales HubContent CamelChangedagainst: PaperfliteMembrain, SpekitPipedrive, Zoho CRMno first choiceagainst: Bigtincan, Highspot, MindTickle, Seismic, Showpad
Four alternatives
Dock, Guru, SalesHood, TrumpetTwo alternatives
HubSpot Sales Hub, QwilrThree alternatives
Mutiny, SalesHood, SalesmotionThree alternatives
Freshsales, Nutshell, YeswareMiniMax M2.5HubSpot Sales Hubagainst: Salesforce Sales CloudHubSpot Sales HubHeldagainst: SeismicGuru, HubSpot Sales Hubagainst: Gong Enable, MindTickle, SeismicHubSpot Sales Hub, Pipedriveagainst: Allego, Seismic, Spekitno first choiceagainst: Brainshark, Gong Enable, Highspot, MindTickle, Seismic, Showpad
Five alternatives
DocSend, Dock, PandaDoc, Salesmate, VyondTwo alternatives
Dock, PaperfliteFive alternatives
Dock, GetAccept, Masset, SalesHood, ShowpadThree alternatives
Convo, Freshsales, SalesmotionBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Seventy-two rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 04:49 | no | 0 | 5 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:11 | yes | 3 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:40 | yes | 17 | 21 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-14 23:40 | yes | 19 | 5 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 05:00 | yes | 0 | 8 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:51 | yes | 0 | 7 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-14 23:24 | yes | 0 | 11 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:32 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 04:19 | yes | 0 | 44 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 05:00 | yes | 0 | 39 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:53 | yes | 0 | 83 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:19 | yes | 0 | 21 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 00:15 | yes | 8 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:17 | yes | 1 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:44 | yes | 15 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 03:03 | yes | 20 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 01:10 | yes | 0 | 6 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:23 | yes | 0 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 02:43 | yes | 0 | 20 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:24 | yes | 0 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:18 | yes | 0 | 32 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:17 | yes | 0 | 23 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 22:59 | yes | 0 | 12 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 01:19 | yes | 0 | 12 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:04 | yes | 23 | 12 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 00:43 | yes | 4 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:07 | yes | 19 | 27 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 01:40 | yes | 20 | 7 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 04:35 | yes | 0 | 8 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 04:07 | yes | 0 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 01:16 | yes | 0 | 50 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:56 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:23 | yes | 0 | 46 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 01:45 | yes | 0 | 58 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:28 | yes | 0 | 27 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:01 | yes | 0 | 18 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 01:22 | yes | 18 | 10 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:15 | yes | 4 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:53 | yes | 19 | 21 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-14 23:46 | yes | 20 | 5 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 02:22 | yes | 0 | 7 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:05 | yes | 0 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-14 23:20 | yes | 0 | 46 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 23:23 | yes | 0 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 04:27 | yes | 0 | 41 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 00:17 | yes | 0 | 23 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 03:59 | yes | 0 | 34 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 02:19 | yes | 0 | 11 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 01:28 | no | 0 | 9 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 02:29 | no | 0 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:58 | yes | 13 | 19 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-14 23:46 | yes | 20 | 22 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 04:55 | yes | 0 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:43 | no | 0 | 4 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 01:08 | yes | 0 | 22 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:08 | yes | 0 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:22 | no | 0 | 34 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:26 | yes | 0 | 61 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 00:11 | yes | 0 | 47 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 01:48 | yes | 0 | 15 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 00:12 | yes | 13 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:22 | no | 0 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:34 | yes | 15 | 25 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-14 23:31 | yes | 20 | 6 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-14 22:55 | yes | 0 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 04:05 | yes | 0 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 04:33 | yes | 0 | 31 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 23:14 | yes | 0 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:20 | yes | 0 | 51 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:44 | yes | 0 | 32 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:17 | yes | 0 | 33 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:14 | yes | 0 | 24 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
Gong read as Gong Enable
HubSpot read as HubSpot Sales Hub
HubSpot (Starter/Professional) read as HubSpot Sales Hub
Salesforce read as Salesforce Sales Programs
Unresolved, counted raw
Chorus.io
HubSpot "Documents" Tool
Nano LMS
Salesman AI
Showpad eOS
Discontinued, still offered
No shut-down product was recommended here.