Sales enablement and content for enterprise buyers
Asked as “sales enablement platform”, and as “sales content management tool”, on behalf of an enterprise B2B company. 57 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
58%
Clear leader
58Seismic23Highspot04Allego16others
58% of first choices, clear leader.
Since September 2026▼−7Since September 2026: 64% → 57%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Seismic held the lead, −7 points on 64%, 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
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.Standing →Enterprise
Seismic58%Clear leader▼−7Since September 2026: 64% → 57%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.This page
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.Standing →EnterpriseSeismic58%Clear leader▼−7Since September 2026: 64% → 57%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.This pageThe standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
01Seismic58%21%75endorsed leader▼−7Since September 2026: 64% → 57%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.64% → 57%
Seismic58%21%75endorsed leader▼−7Since September 2026: 64% → 57%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.64% → 57%02
Highspot23%26%74criticized challenger▲+3Since September 2026: 20% → 23%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.20% → 23%
Highspot23%26%74criticized challenger▲+3Since September 2026: 20% → 23%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.20% → 23%03
Allego4%7%27accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%
Allego4%7%27accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%04
Showpad2%20%56accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%
Showpad2%20%56accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%05
MindTickle2%14%42accepted challenger▼−4Since September 2026: 6% → 2%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 2%
MindTickle2%14%42accepted challenger▼−4Since September 2026: 6% → 2%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 2%06
Salesforce Sales Cloud2%10%10accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%
Salesforce Sales Cloud2%10%10accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%07HubSpot Sales Hub2%45%11criticized challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%
HubSpot Sales Hub2%45%11criticized challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%Show the three products at 0%, ordered by negative rate
10
Bigtincan0%35%20criticized 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%35%20criticized 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
SalesHood0%20%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%
SalesHood0%20%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%08
Gong Enable0%17%18accepted 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%17%18accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one 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 →
01020304050607080910Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative70%
Key
01Seismic58%
Seismic58%02Highspot23%
Highspot23%03Allego4%
Allego4%04Showpad2%
Showpad2%05MindTickle2%
MindTickle2%06Salesforce Sales Cloud2%
Salesforce Sales Cloud2%07HubSpot Sales Hub2%
HubSpot Sales Hub2%08Gong Enable0%
Gong Enable0%09SalesHood0%
SalesHood0%10Bigtincan0%
Bigtincan0%What they warned about
Seven of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Grok 4.1 Fast, Mistral Small, Qwen 3.7 Flash, 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.
Highspot26%
19 of 74 labels negative · 13 of 14 models · 2 hard negative
“High Caution: Platforms in Merger Limbo ... The February 2026 merger has created significant uncertainty” Kimi K2, negative prompt
Seismic21%
16 of 75 labels negative · 12 of 14 models · 3 hard negative
“High Caution: Platforms in Merger Limbo ... The February 2026 merger has created significant uncertainty” Kimi K2, negative prompt
Showpad20%
11 of 56 labels negative · 9 of 14 models · 1 hard negative
“Similar consolidation risks: feature conflicts, roadmap uncertainty” Kimi K2, negative prompt
Bigtincan35%
7 of 20 labels negative · 7 of 14 models · 2 hard negative
“Similar consolidation risks: feature conflicts, roadmap uncertainty” Kimi K2, 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. 1174 links across 254 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 · Dock46 answers · 69 citations · 12 models
vendor site · Showpad32 answers · 46 citations · 12 models
vendor site · MindTickle26 answers · 39 citations · 11 models
vendor site · Rox26 answers · 26 citations · 10 models
vendor site · Prospeo25 answers · 35 citations · 10 models
vendor site · Salesmotion25 answers · 28 citations · 11 models
vendor site · Spekit23 answers · 25 citations · 10 models
vendor site · Highspot22 answers · 32 citations · 9 models
20 answers · 34 citations · 10 models
vendor site · HubSpot19 answers · 23 citations · 8 models
vendor site · Seismic18 answers · 25 citations · 6 models
vendor site · checkthat.ai16 answers · 21 citations · 8 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.
27 answers · 10 models
25 answers · 10 models
20 answers · 10 models
14 answers · 7 models
14 answers · 7 models
14 answers · 9 models
13 answers · 11 models
13 answers · 8 models
13 answers · 7 models
12 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 |
|---|---|---|---|---|---|---|---|---|
| Seismic seismic.com | 58% | 327 | 40,500 | 5,270 | 35,447 | 36 | 6 | |
| Highspot highspot.com | 23% | 427 | 14,800 | 255 | 47,379 | 5 | 2 | |
| Allego allego.com | 4% | 146 | 5,400 | 58 | 12,354 | $883 | 29 | |
| Salesforce parent site Salesforce Sales Cloud 2%, Salesforce Sales Programs 2% | 4% | 275 | 550,000 | 60,632 | ||||
| Showpad showpad.com | 2% | 187 | 4,400 | 76 | 11,387 | 45 | ||
| MindTickle mindtickle.com | 2% | 320 | 2,900 | 60 | 4,413 | 19 | 3 | |
| Deelan deelan.ai | 2% | 7 | ||||||
| JoySuite | 2% | |||||||
| Masset Us getmasset.com | 2% | 1 | 943 | |||||
| MassetUs | 2% |
Google's top ten for the two searches hold 17 sites; 4 of them are among the sites the models cited here (dock.us, highspot.com, mindtickle.com, seismic.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 an enterprise B2B company?”Paraphrase“Which sales content management tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade sales enablement platforms and how do they differ?”Budget-constrained“What is the best sales enablement platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a sales enablement platform. What should we look at?”Negative“Which sales enablement platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5Highspot, SeismicSeismicChangedSeismic, ShowpadSalesforce Sales Cloudagainst: Seismicno first choiceagainst: Allego, Highspot, MindTickle, Seismic, Showpad
Two alternatives
Gong Enable, ShowpadOne alternative
HighspotFour alternatives
Allego, Gong Enable, Highspot, MindTickleOne alternative
HubSpot Sales HubGPT-5.4 miniHighspot, SeismicSeismicChangedSeismicagainst: SalesHoodSalesforce Sales Programs, Seismicno first choicenothing named
Two alternatives
Allego, ShowpadOne alternative
ShowpadFive alternatives
Allego, Highspot, Mediafly, MindTickle, ShowpadGemini 3.5 FlashSeismicSeismicHeldSeismicDeelan, JoySuiteagainst: Highspot, MindTickle, Seismic, ShowpadSeismicagainst: Better Proposals, Bigtincan, DocSend, Highspot, HubSpot Sales Hub, PandaDoc, Paperflite, Salesforce Enablement, Seismic, Showpad
Five alternatives
Allego, Dock, MindTickle, Showpad, SpekitThree alternatives
MindTickle, Showpad, SpekitThree alternatives
Gong Enable, MindTickle, ShowpadFive alternatives
Apty, Arphie, AutoRFP.ai, Doozy, SalesmotionThree alternatives
Allego, MindTickle, ShowpadPerplexity SonarSeismicSeismicHeldagainst: HubSpot Sales HubHighspot, Seismicagainst: HubSpot Sales HubSeismicagainst: Gong Enable, Highspot, MindTickleno first choiceagainst: Highspot, HubSpot Sales Hub, Salesloft, ZoomInfo
Five alternatives
Allego, Gong Enable, Highspot, MindTickle, ShowpadTwo alternatives
Highspot, ShowpadFive alternatives
Allego, Gong Enable, MindTickle, Salesforce Sales Cloud, ShowpadOne alternative
HubSpot Sales HubGrok 4.1 FastHighspot, SeismicSeismicChangedagainst: Salesforce Sales ProgramsHighspot, SeismicHighspot, Seismicagainst: Masset, SalesmotionSeismicagainst: Allego, Bigtincan, Highspot, MindTickle, Seismic, Showell
Two alternatives
Allego, ShowpadTwo alternatives
Highspot, ShowpadTwo alternatives
Allego, ShowpadTwo alternatives
MindTickle, ShowpadThree alternatives
Gong Enable, Highspot, ShowpadMistral SmallHighspot, Seismicno first choiceChangedSeismicAllegoagainst: Highspot, Seismicno first choiceagainst: Bigtincan, Highspot, Seismic, Showpad
Two alternatives
MindTickle, Salesforce Sales CloudThree alternatives
Highspot, MindTickle, Salesforce Sales CloudDeepSeek V4 FlashSeismicSeismicHeldHighspot, Seismicagainst: Gong Enable, Salesforce Sales CloudHighspotHighspotagainst: Bigtincan, Brainshark, Highspot, MindTickle, Salesloft, Seismic, Showpad
Three alternatives
Highspot, MindTickle, ShowpadThree alternatives
Highspot, MindTickle, ShowpadThree alternatives
Allego, MindTickle, ShowpadThree alternatives
Guru, Seismic, ShowpadTwo alternatives
Seismic, ShowpadLlama 4 Maverickno first choiceno first choiceHeldno first choiceno first choiceno first choiceagainst: Convo, Highspot, Seismic
Qwen 3.7 FlashSeismicHighspot, SeismicChangedHighspot, SeismicMasset Usagainst: Highspot, MindTickle, Seismic, ShowpadHighspot, Seismicagainst: Adobe Experience Manager, Drupal, SharePoint
Four alternatives
Gong Enable, Highspot, MindTickle, Salesforce Sales ProgramsOne alternative
ShowpadThree alternatives
Allego, MindTickle, Salesforce Sales CloudOne alternative
EasyCoachThree alternatives
Chorus by ZoomInfo, Gong Enable, SpekitKimi K2SeismicSeismicHeldHighspot, SeismicShowpadagainst: Highspotno first choiceagainst: Bigtincan, Highspot, SalesHood, Seismic, Showpad
Two alternatives
MindTickle, ShowpadTwo alternatives
Highspot, ShowpadTwo alternatives
MindTickle, ShowpadTwo alternatives
MindTickle, SeismicGLM 4.7 FlashXSeismicSeismicHeldSeismicHubSpot Sales Hubagainst: Highspot, Seismic, Showpadno first choiceagainst: Gong Enable, Highspot, Seismic
Two alternatives
Highspot, MindTickleTwo alternatives
Highspot, ShowpadFour alternatives
Allego, Gong Enable, MindTickle, ShowpadOne alternative
Salesforce Sales CloudMiniMax M2.5Highspotagainst: HubSpot Sales HubSeismicChangedHighspot, SeismicHighspot, MindTickle, Seismicagainst: Arrows, Doozyno first choiceagainst: Highspot, Seismic
Two alternatives
MindTickle, Salesforce Sales CloudTwo alternatives
Highspot, ShowpadFour alternatives
Allego, MindTickle, Salesloft, ShowpadOne alternative
VabletGPT-6 LunaSeismicSeismicHeldSeismic, ShowpadAllegoSeismicagainst: Bigtincan, Highspot, Salesforce Sales Programs, Seismic, Showpad
Two alternatives
MindTickle, ShowpadOne alternative
HighspotFour alternatives
Allego, Mediafly, MindTickle, SalesHoodOne alternative
SeismicThree alternatives
Allego, MindTickle, ShowpadMuse Glimmer 30BHighspot, SeismicSeismicChangedHighspot, SeismicMassetUsagainst: Highspot, Seismic, ShowpadHighspot, Seismicagainst: Bigtincan, Highspot, Showpad
Three alternatives
Bigtincan, MindTickle, ShowpadTwo alternatives
Highspot, ShowpadSix alternatives
Allego, Bigtincan, MindTickle, Salesforce Sales Cloud, Showpad, SpekitOne alternative
SalesmotionOne alternative
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. 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 10:23 | yes | 10 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:03 | yes | 5 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:03 | yes | 17 | 25 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 09:28 | yes | 20 | 2 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:09 | yes | 23 | 13 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:43 | yes | 8 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:49 | yes | 25 | 42 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:44 | yes | 5 | 1 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:06 | no | 0 | 36 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:44 | yes | 14 | 20 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:23 | yes | 21 | 47 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:44 | yes | 5 | 9 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:05 | yes | 4 | 17 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:18 | yes | 22 | 32 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:11 | yes | 18 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:36 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 13:26 | yes | 20 | 28 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 11:36 | yes | 17 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:38 | yes | 25 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 07:31 | no | 0 | 7 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:41 | yes | 21 | 22 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 13:40 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:18 | no | 0 | 34 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:44 | yes | 20 | 24 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:03 | yes | 23 | 54 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 11:47 | yes | 5 | 21 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 07:50 | yes | 3 | 19 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 13:44 | yes | 24 | 27 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:19 | yes | 15 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 12:27 | yes | 6 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:17 | yes | 28 | 24 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 10:54 | yes | 19 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:06 | yes | 22 | 6 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 14:16 | yes | 14 | 11 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:31 | yes | 25 | 40 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:23 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 14:01 | yes | 5 | 19 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:33 | yes | 20 | 29 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 12:33 | yes | 18 | 24 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:46 | yes | 13 | 22 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:04 | yes | 8 | 42 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 07:59 | yes | 15 | 28 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:37 | yes | 16 | 10 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:36 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 13:38 | yes | 19 | 49 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 07:28 | yes | 20 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:16 | yes | 17 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:18 | yes | 11 | 6 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:26 | yes | 20 | 45 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 13:09 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:00 | yes | 19 | 92 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 13:19 | yes | 14 | 23 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:45 | yes | 22 | 37 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 11:53 | yes | 23 | 49 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 13:48 | yes | 3 | 19 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:33 | yes | 20 | 42 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:16 | yes | 18 | 11 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 14:04 | no | 0 | 6 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:10 | yes | 10 | 33 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 10:59 | yes | 17 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:27 | yes | 19 | 7 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:50 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 12:47 | yes | 24 | 39 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 13:54 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:12 | yes | 15 | 54 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:03 | yes | 24 | 28 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 13:59 | yes | 14 | 30 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 11:09 | yes | 10 | 16 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:43 | yes | 2 | 30 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:56 | yes | 15 | 23 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:39 | yes | 18 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:07 | yes | 3 | 10 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 12:54 | yes | 22 | 27 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 09:15 | yes | 19 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:42 | yes | 22 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 14:06 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:52 | yes | 22 | 41 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 12:52 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:34 | no | 0 | 28 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:13 | yes | 22 | 18 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:02 | yes | 25 | 44 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 11:10 | yes | 22 | 38 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 13:48 | yes | 4 | 21 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:42 | yes | 24 | 44 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
Gong (Gong Enable) read as Gong Enable
HubSpot read as HubSpot Sales Hub
Salesforce (with Content Libraries or MySalesforce) read as Salesforce Sales Programs
Unresolved, counted raw
JoySuite
Masset Us
Sales Programs
Vablet
Discontinued, still offered
No shut-down product was recommended here.