Sales enablement and content
Asked as “sales enablement platform”, and as “sales content management tool”, on behalf of a mid-market B2B company. 52 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
19%
Contested · HubSpot Sales Hub 19%
19Dock19HubSpot Sales Hub12Paperflite50others
19% of first choices, contested.
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 mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the two 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.
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
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 →
01
02
03
04
05
06
07
08
09
10
11
12Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01Dock19%
Dock19%02HubSpot Sales Hub19%
HubSpot Sales Hub19%03Paperflite12%
Paperflite12%04Showpad8%
Showpad8%05Highspot8%
Highspot8%06Seismic8%
Seismic8%07MindTickle4%
MindTickle4%08SalesHood4%
SalesHood4%09Spekit2%
Spekit2%10Allego2%
Allego2%11Gong Enable0%
Gong Enable0%12Bigtincan0%
Bigtincan0%What they warned about
Zero of twelve 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, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX and MiniMax M2.5 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.
Highspot49%
27 of 55 labels negative · 12 of 12 models · 14 hard negative
“Avoid signing new multi-year contracts with Highspot, Seismic, Showpad, or Brainshark until post-integration roadmaps are clear” GLM 4.7 FlashX, negative prompt
Seismic59%
30 of 51 labels negative · 12 of 12 models · 14 hard negative
“What I'd Avoid for Mid-Market ... Expensive ($75K+ minimums), heavy implementation, built for large enterprises” Kimi K2, paraphrase prompt
Showpad33%
14 of 43 labels negative · 11 of 12 models · 4 hard negative
“Security concerns: August 2025 security issue with Drift integration led to widespread data exposure” Mistral Small, negative prompt
MindTickle21%
8 of 39 labels negative · 6 of 12 models · 4 hard negative
“Integration limitations: Lack of native ties to tools beyond Salesforce frustrates teams” Mistral Small, 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 113 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 · MindTickle12 answers · 13 citations · 4 models
vendor site · CaptivateIQ10 answers · 10 citations · 3 models
9 answers · 10 citations · 4 models
vendor site · Spekit9 answers · 9 citations · 3 models
vendor site · Paperflite8 answers · 12 citations · 3 models
vendor site · PitchMonster8 answers · 9 citations · 3 models
vendor site · Gartner7 answers · 9 citations · 4 models
vendor site · Showpad7 answers · 9 citations · 4 models
vendor site · Dock7 answers · 8 citations · 3 models
vendor site · Salesmotion7 answers · 8 citations · 3 models
vendor site · Salesforce7 answers · 7 citations · 3 models
vendor site · Highspot6 answers · 7 citations · 3 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.
11 answers · 3 models
10 answers · 3 models
9 answers · 4 models
7 answers · 3 models
7 answers · 3 models
6 answers · 3 models
6 answers · 3 models
5 answers · 2 models
5 answers · 3 models
5 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 19%, HubSpot Content Hub 2% | 21% | 687 | 368,000 | 9,776 | ||||
| Dock dock.us | 19% | 271 | 90,500 | 81,222 | 39,016 | 0 | 8 | |
| Paperflite paperflite.com | 12% | 34 | 720 | 13 | 17,387 | 0 | ||
| Showpad showpad.com | 8% | 147 | 4,400 | 76 | 11,387 | 45 | ||
| Highspot highspot.com | 8% | 375 | 14,800 | 255 | 47,379 | 5 | 2 | |
| Seismic seismic.com | 8% | 205 | 40,500 | 5,270 | 35,447 | 36 | 6 | |
| MindTickle mindtickle.com | 4% | 315 | 2,900 | 60 | 4,413 | 19 | 3 | |
| SalesHood saleshood.com | 4% | 109 | 720 | 1 | 1,628 | 0 | ||
| Pipedrive pipedrive.com | 4% | 360 | 49,500 | 598 | 418,149 | $55 | 97 | |
| Guru getguru.com | 4% | 104 | 60,500 | 17,065 | 79,461 | 10 |
Google's top ten for the two searches hold 17 sites; 6 of them are among the sites the models cited here (captivateiq.com, dock.us, gartner.com, highspot.com, 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 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 4.5Dock, MindTickleno first choiceChangedMindTickleHubSpot Sales Hubno first choiceagainst: Bigtincan, Clari Copilot, Highspot, Salesloft, Seismic, Showpad
One alternative
HubSpot Sales HubFour alternatives
CaptivateIQ, Gong Enable, Nooks, SeismicTwo alternatives
Cleanlist, GuideflowGPT-5.4 miniHighspotSeismicChangedHighspot, Seismicagainst: HubSpot Sales Hub, Salesforce Sales CloudHubSpot Sales Hubagainst: Highspot, Seismicno first choiceagainst: MindTickle, Seismic
Four alternatives
Allego, MindTickle, Seismic, ShowpadTwo alternatives
Highspot, ShowpadFive alternatives
Consensus, MindTickle, SalesHood, Showpad, TrumpetOne alternative
SaleshandyGemini 3.5 FlashHighspotagainst: SeismicDockChangedagainst: Bigtincan, Highspot, Seismic, ShowpadHighspot, SeismicPaperfliteagainst: Highspot, MindTickle, SeismicAllego, SalesHoodagainst: Highspot, Seismicagainst: Bigtincan, Highspot, Salesforce Sales Programs, Seismic, Showpad
Five alternatives
Aligned, HubSpot Sales Hub, MindTickle, Spekit, TrumpetThree alternatives
Allego, HubSpot Sales Hub, PaperfliteFive alternatives
HubSpot Sales Hub, Mediafly, MindTickle, Salesforce Enablement, ShowpadSix alternatives
Apollo.io, DocSend, Dock, Fathom, HubSpot Sales Hub, LoomTwo alternatives
MindTickle, SpekitPerplexity SonarDockPaperfliteChangedHighspot, SeismicGuru, HubSpot Sales Hubagainst: Gong Enable, Highspot, MindTickle, Seismicno first choiceagainst: Highspot, Seismic, Showpad
Four alternatives
Highspot, MindTickle, SalesHood, SpekitFour alternatives
Highspot, HubSpot Sales Hub, Mediafly, ShowpadSeven alternatives
Allego, Dock, HubSpot Sales Hub, MindTickle, SalesHood, Salesforce Enablement, TrumpetThree alternatives
Dock, Freshsales, PipedriveGrok 4.20Highspot, HubSpot Sales Hubagainst: Salesforce Sales ProgramsPaperfliteChangedagainst: Highspot, Seismicno first choiceHubSpot Sales Hubagainst: Highspot, SeismicHighspot, Seismicagainst: Brainshark, Chorus by ZoomInfo, Gong Enable, Highspot, HubSpot Sales Hub, Seismic, Showpad
Four alternatives
Dock, MindTickle, Seismic, SpekitFour alternatives
Dock, HubSpot Sales/Content Hub, Showpad, SpekitThree alternatives
Dock, Guru, PandaDocOne alternative
MindTickleMistral SmallDockagainst: Highspot, SeismicPaperfliteChangedSeismicHubSpot Sales HubSeismicagainst: Allego, Highspot, MindTickle, Salesloft, Seismic, Showpad, Spekit
Two alternatives
GTM Buddy, SpekitThree alternatives
HubSpot Content Hub, HubSpot Sales Hub, MediaflySix alternatives
Allego, Gong Enable, Mediafly, MindTickle, Showpad, SpekitFour alternatives
Bitrix24, Freshsales, Pipedrive, Zoho CRMFive alternatives
Allego, Gong Enable, Highspot, MindTickle, ShowpadDeepSeek V4 FlashSalesHoodagainst: Highspot, MindTickle, Seismic, ShowpadDock, ShowpadChangedagainst: Highspot, HubSpot Content Hub, SeismicHighspotagainst: Gong EnableDockagainst: Gong Enable, Highspot, MindTickle, Seismicno first choiceagainst: Brainshark, Gong Enable, Highspot, Salesloft, Seismic, Showpad
Two alternatives
Dock, SpekitFive alternatives
Allego, Dock, MindTickle, Seismic, ShowpadSix alternatives
GetAccept, HubSpot Sales Hub, PandaDoc, Pipedrive, Reply.io, YeswareLlama 4 MaverickSpekit®PaperfliteChangedno first choiceGuru, HubSpot Sales Hubno first choiceagainst: Brainshark, Highspot, Seismic, Showpad
Six alternatives
Consensus, Dock, GTM Buddy, Highspot, HubSpot Sales Hub, TrumpetTwo alternatives
Content Camel, MediaflyOne alternative
SalesHoodQwen 3.7 FlashSeismicShowpadChangedno first choiceHubSpot Sales Hubagainst: Gong Enable, Highspot, Seismicno first choiceagainst: Bigtincan, Brainshark, Gong Enable, Highspot, Seismic, Showpad
Three alternatives
Highspot, MindTickle, SalesHoodTwo alternatives
Dock, HighspotFive alternatives
Canva, Notion, PandaDoc, Pitch.com, Saba CloudKimi K2Dock, Spekitagainst: Highspot, SeismicDockChangedagainst: Highspot, MindTickle, SeismicHighspot, SeismicPipedriveagainst: Zoho CRMMindTickleagainst: Highspot, Seismic, Showpadagainst: Allego, Bigtincan, Brainshark, Gong Enable, Highspot, MindTickle, Sales Enablement Collective, Salesloft, Seismic, Showpad
Two alternatives
MindTickle, SalesHoodTwo alternatives
Paperflite, ShowpadNine alternatives
Allego, Chorus by ZoomInfo, Dock, Gong Enable, HubSpot Sales Hub, MindTickle, Salesloft, Showpad, SpekitThree alternatives
Freshsales, HubSpot Sales Hub, Purkle8.aiFive alternatives
Allego, Dock, HubSpot Sales Hub, SalesHood, SpekitGLM 4.7 FlashXDockPaperflite, ShowpadChangedMindTickleFreshsales, Pipedrive, Purkle8.aino first choiceagainst: Bigtincan, Brainshark, Highspot, Seismic, Showpad
Two alternatives
Showpad, SpekitOne alternative
GetAcceptFive alternatives
Allego, Gong Enable, Highspot, SalesHood, ShowpadFive alternatives
GetAccept, Mailshake, Paperflite, Yesware, Zoho CRMMiniMax M2.5Showpadagainst: Highspot, SeismicDock, HubSpot Content Hub, HubSpot Sales HubChangedSeismicHubSpot Sales Hubagainst: Allego, Seismicno first choiceagainst: Gong Enable, Highspot, Salesloft, Seismic, Showpad
Five alternatives
Convo, Dock, HubSpot Sales Hub, SalesHood, SpekitOne alternative
PaperfliteThree alternatives
Gong Enable, Highspot, MindTickleThree alternatives
Freshsales, Pipedrive, SalesmotionFour alternatives
Highspot, MindTickle, Seismic, ShowpadBold 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 04:30 | yes | 8 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:17 | yes | 4 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:28 | yes | 18 | 25 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 02:27 | yes | 20 | 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 03:55 | yes | 0 | 8 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:51 | yes | 0 | 10 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 03:37 | yes | 0 | 41 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:29 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:04 | yes | 0 | 31 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:25 | yes | 0 | 21 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:40 | yes | 0 | 62 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 02:11 | yes | 0 | 19 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:55 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:55 | no | 0 | 2 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 05:03 | yes | 16 | 25 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 04:02 | 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 00:50 | yes | 0 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:46 | yes | 0 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 05:05 | yes | 0 | 26 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:15 | yes | 0 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:24 | yes | 0 | 51 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 00:24 | yes | 0 | 41 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:41 | yes | 0 | 26 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:57 | yes | 0 | 9 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:19 | yes | 8 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 01:56 | yes | 8 | 12 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:19 | yes | 11 | 18 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 01:05 | yes | 20 | 13 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 00:58 | yes | 0 | 7 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:07 | yes | 0 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-14 23:37 | yes | 0 | 42 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:35 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 04:46 | yes | 0 | 19 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 00:28 | yes | 0 | 37 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:01 | yes | 0 | 38 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 01:46 | yes | 0 | 23 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:56 | yes | 16 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:55 | yes | 2 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:39 | yes | 28 | 26 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-14 23:24 | yes | 20 | 7 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) | 2026-09-14 23:19 | yes | 0 | 6 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:51 | yes | 0 | 8 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 02:23 | yes | 0 | 24 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:44 | yes | 0 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 04:57 | no | 0 | 36 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 01:39 | yes | 0 | 24 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:06 | yes | 0 | 85 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:46 | yes | 0 | 13 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 00:51 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:06 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 02:49 | yes | 12 | 24 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 05:04 | yes | 20 | 8 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 02:57 | yes | 0 | 7 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:40 | yes | 0 | 11 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 02:04 | yes | 0 | 20 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:38 | yes | 0 | 10 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:13 | yes | 0 | 38 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:11 | yes | 0 | 31 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:27 | yes | 0 | 23 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 02:10 | yes | 0 | 14 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 00:02 | yes | 16 | 17 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:27 | yes | 3 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:37 | yes | 21 | 25 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-15 02:42 | yes | 20 | 16 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) | 2026-09-15 03:59 | yes | 0 | 7 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:54 | yes | 0 | 8 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 00:39 | yes | 0 | 37 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 23:55 | yes | 0 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:41 | yes | 0 | 40 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 00:19 | yes | 0 | 45 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:34 | yes | 0 | 37 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:43 | yes | 0 | 18 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
Salesforce read as Salesforce Sales Programs
Salesforce Sales Enablement read as Salesforce Enablement
Unresolved, counted raw
HubSpot Sales/Content Hub
LetterAI
Microsoft-centered options
Pitch.com
Saba Cloud (formerly Lessonly)
Sales Enablement Collective
Seismic-Highspot
Showpad-Bigtincan
Spekit®
Discontinued, still offered
No shut-down product was recommended here.