Sales coaching and training for small business buyers
Asked as “sales coaching and training platform”, and as “sales onboarding and enablement training tool”, on behalf of a small B2B company. 57 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
12%
Contested · Trainual 12%
12HubSpot Sales Hub12Trainual11Fathom65others
12% of first choices, contested.
Since September 2026↗new leaderNew leader since September 2026: HubSpot Sales Hub (14%) replaces Trainual (18% then, 10% now), 4 points clear, inside the 11-point floor.HubSpot Sales Hub leads at 14%, replacing Trainual, which led at 18% and stands at 10% now: 4 points clear, inside the floor, so the swap reads as unsettled.
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 Hub12%Contested↗new leaderNew leader since September 2026: HubSpot Sales Hub (14%) replaces Trainual (18% then, 10% now), 4 points clear, inside the 11-point floor.This pageMid-market
MindTickle24%Contested↗new leaderNew leader since September 2026: MindTickle (24%) replaces SalesHood (27% then, 17% now), 7 points clear, inside the 11-point floor.Standing →EnterpriseMindTickle46%Clear leader▲+4Since September 2026: 41% → 45%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →
HubSpot Sales Hub12%Contested↗new leaderNew leader since September 2026: HubSpot Sales Hub (14%) replaces Trainual (18% then, 10% now), 4 points clear, inside the 11-point floor.This pageMid-marketMindTickle24%Contested↗new leaderNew leader since September 2026: MindTickle (24%) replaces SalesHood (27% then, 17% now), 7 points clear, inside the 11-point floor.Standing →EnterpriseMindTickle46%Clear leader▲+4Since September 2026: 41% → 45%, +4 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 small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
01HubSpot Sales Hub12%0%14accepted challenger▲+5Since September 2026: 9% → 14%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.9% → 14%
HubSpot Sales Hub12%0%14accepted challenger▲+5Since September 2026: 9% → 14%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.9% → 14%02
Trainual12%15%20accepted challenger▼−8Since September 2026: 18% → 10%, −8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.18% → 10%
Trainual12%15%20accepted challenger▼−8Since September 2026: 18% → 10%, −8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.18% → 10%03
Fathom11%13%23accepted challenger▼−1Since September 2026: 13% → 12%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.13% → 12%
Fathom11%13%23accepted challenger▼−1Since September 2026: 13% → 12%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.13% → 12%04
Avoma9%0%17accepted challenger▲+3Since September 2026: 7% → 10%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.7% → 10%
Avoma9%0%17accepted challenger▲+3Since September 2026: 7% → 10%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.7% → 10%05
TalentLMS7%0%17accepted challenger▼−1Since September 2026: 7% → 6%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.7% → 6%
TalentLMS7%0%17accepted challenger▼−1Since September 2026: 7% → 6%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.7% → 6%06
SalesHood5%5%21accepted challenger▼−5Since September 2026: 9% → 4%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.9% → 4%
SalesHood5%5%21accepted challenger▼−5Since September 2026: 9% → 4%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.9% → 4%07
Hyperbound5%0%17accepted challenger▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 4%
Hyperbound5%0%17accepted challenger▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 4%08
360Learning4%0%11accepted challenger=heldSince September 2026: 4% → 4%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 4%
360Learning4%0%11accepted challenger=heldSince September 2026: 4% → 4%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 4%09MindTickle4%66%35criticized challenger▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 4%
MindTickle4%66%35criticized challenger▲+2Since September 2026: 2% → 4%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 4%10
PitchMonster2%0%11accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%
PitchMonster2%0%11accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%11
Spekit2%9%11accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%
Spekit2%9%11accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%12
Allego2%15%13accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%
Allego2%15%13accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%13
Highspot2%79%24criticized challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%
Highspot2%79%24criticized 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 four products at 0%, ordered by negative rate
16
Seismic Enablement Cloud0%82%17criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Seismic Enablement Cloud0%82%17criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%17
Gong0%74%39criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Gong0%74%39criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%15
Chorus by ZoomInfo0%50%18criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Chorus by ZoomInfo0%50%18criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%14
Second Nature0%0%11accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Second Nature0%0%11accepted 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-one head-to-head pages: the top seven products, each against each
MindTickle vs AvomaMindTickle vs HighspotMindTickle vs SpekitSalesHood vs Showpad CoachSalesHood vs GongSalesHood vs AvomaSalesHood vs HighspotSalesHood vs SpekitShowpad Coach vs GongShowpad Coach vs AvomaShowpad Coach vs HighspotShowpad Coach vs SpekitGong vs AvomaGong vs HighspotGong vs SpekitAvoma vs HighspotAvoma vs SpekitHighspot vs Spekit
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 →
0102030405060708091011121314151617Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01HubSpot Sales Hub12%
HubSpot Sales Hub12%02Trainual12%
Trainual12%03Fathom11%
Fathom11%04Avoma9%
Avoma9%05TalentLMS7%
TalentLMS7%06SalesHood5%
SalesHood5%07Hyperbound5%
Hyperbound5%08360Learning4%
360Learning4%09MindTickle4%
MindTickle4%10PitchMonster2%
PitchMonster2%11Spekit2%
Spekit2%12Allego2%
Allego2%13Highspot2%
Highspot2%14Second Nature0%
Second Nature0%15Chorus by ZoomInfo0%
Chorus by ZoomInfo0%16Seismic Enablement Cloud0%
Seismic Enablement Cloud0%17Gong0%
Gong0%What they warned about
Three 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, DeepSeek V4 Flash, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5 and GPT-6 Luna 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.
Gong74%
29 of 39 labels negative · 11 of 14 models · 9 hard negative
“Platforms to **Strongly Avoid or Be Very Cautious About**: 1. **Enterprise Conversation Intelligence Tools (e.g., Gong, Chorus.ai by ZoomInfo, Salesloft's Conversational Intelligence)**” Grok 4.1 Fast, negative prompt
MindTickle66%
23 of 35 labels negative · 8 of 14 models · 10 hard negative
“Gong, Chorus, Mindtickle, SalesHood, and Allego are the most commonly cited platforms to avoid for teams under ~30 reps.” DeepSeek V4 Flash, negative prompt
Highspot79%
19 of 24 labels negative · 8 of 14 models · 9 hard negative
“Platforms like **Highspot** or **Seismic** are powerful enablement suites but are often overkill for small businesses” Qwen 3.7 Flash, negative prompt
Seismic Enablement Cloud82%
14 of 17 labels negative · 7 of 14 models · 8 hard negative
“Platforms like **Highspot** or **Seismic** are powerful enablement suites but are often overkill for small businesses” Qwen 3.7 Flash, 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. 1117 links across 268 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.
40 answers · 91 citations · 13 models
37 answers · 45 citations · 13 models
vendor site · PitchMonster29 answers · 38 citations · 12 models
vendor site · Guideflow27 answers · 35 citations · 8 models
vendor site · ZoomInfo26 answers · 27 citations · 10 models
vendor site · Cirrus Insight25 answers · 27 citations · 11 models
vendor site · Prospeo21 answers · 36 citations · 11 models
vendor site · Spotsaas18 answers · 19 citations · 9 models
vendor site · CloudTalk18 answers · 18 citations · 9 models
16 answers · 16 citations · 11 models
vendor site · KrispCall16 answers · 16 citations · 7 models
vendor site · Continu13 answers · 13 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.
23 answers · 8 models
22 answers · 10 models
22 answers · 12 models
17 answers · 9 models
16 answers · 11 models
16 answers · 7 models
16 answers · 10 models
15 answers · 8 models
14 answers · 6 models
14 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 coaching and training platform”, “sales coaching and training 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 12%, HubSpot Academy 2% | 14% | 693 | 368,000 | 9,776 | ||||
| Trainual trainual.com | 12% | 23 | 22,200 | 94 | 40,498 | 10 | ||
| Fathom fathom.ai | 11% | 174 | 90,500 | 6,657 | 44,771 | 24 | ||
| Avoma avoma.com | 9% | 229 | 3,600 | 31 | 19,141 | 27 | ||
| TalentLMS talentlms.com | 7% | 133 | 8,100 | 103 | 82,431 | $1,179 | 119 | |
| SalesHood saleshood.com | 5% | 94 | 720 | 1 | 1,628 | 0 | 3 | |
| Hyperbound hyperbound.ai | 5% | 41 | 2,900 | 21 | 3,762 | 33 | ||
| 360Learning 360learning.com | 4% | 35 | 2,400 | 40 | 45,896 | 8 | ||
| MindTickle mindtickle.com | 4% | 320 | 2,900 | 60 | 4,413 | 19 | ||
| PitchMonster pitchmonster.io | 2% | 18 | 210 | 1 | 1,084 | 13 | 1 |
Google's top ten for the two searches hold 16 sites; 2 of them are among the sites the models cited here (learn.g2.com, pitchmonster.io). The first result for “best sales coaching and training platform” is pitchmonster.io.
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 coaching and training platform for a small B2B company?”Paraphrase“Which sales onboarding and enablement training tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top sales coaching and training platforms for a small team and how do they differ?”Budget-constrained“What is the best sales coaching and training platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a sales coaching and training platform. What should we look at?”Negative“Which sales coaching and training platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5Klozers, TalentLMSagainst: GongTrainualChangedTrainual360Learningno first choiceagainst: Alex Hormozi's systems, Lurn
Two alternatives
Funnel Clarity, MindTickleTwo alternatives
Allego, MindTickleSix alternatives
MindTickle, PitchMonster, RevenuePath, Second Nature, Spekit, TalentLMSThree alternatives
Fathom, Fireflies.ai, TalentLMSGPT-5.4 miniMindTickleagainst: FathomHighspotChangedGong, MindTickleMindTickleno first choiceagainst: 7th Level, Cardone Training Technologies / Cardone University, Empire Accelerator, Tom Ferry coaching programs
Two alternatives
Allego, SalesHoodTwo alternatives
Brainshark, Showpad CoachSix alternatives
Allego, Highspot, SalesHood, Seismic Enablement Cloud, Seismic Learning, Showpad CoachFour alternatives
HubSpot Academy, Kendo AI, SalesHood, YoodliGemini 3.5 FlashAvomaagainst: Gong, MindTickleHubSpot Sales HubChangedagainst: Highspot, MindTickle, Seismic Enablement CloudAvoma, Fathomagainst: Gong, MindTickle, Seismic Enablement CloudSC Trainingagainst: Gong, MindTickle, Seismic Enablement CloudFathomagainst: Gong, MindTickle, Seismic Enablement Cloudagainst: Chorus by ZoomInfo, Gong, Highspot, MindTickle, Seismic Enablement Cloud
Five alternatives
Claap, Clari Copilot, Hyperbound, Second Nature, SpekitThree alternatives
Dock, Spekit, TrainualSeven alternatives
Demodesk, Dock, Kendo AI, Mitti, PitchMonster, Spekit, TrellusFour alternatives
Avoma, Fathom, HubSpot Academy, HubSpot CRMSeven alternatives
ASPR.ai, Clari Copilot, Jiminny, Retorio, SalesHood, Second Nature, WorkRampPerplexity SonarAvomaagainst: GongTrainualChangedagainst: HighspotAvomaagainst: Gong, HighspotFathom, tl;dvno first choiceagainst: Allego, Chorus by ZoomInfo, Gong, Highspot, Seismic Enablement Cloud
Three alternatives
Fathom, Hyperbound, SpekitOne alternative
PipedriveFive alternatives
CloudTalk, Fathom, MindTickle, PitchMonster, Second NatureTwo alternatives
Quo, SalescampGrok 4.1 FastFathomagainst: Gong, HighspotHubSpot Sales HubChangedTrainualagainst: GongHyperboundagainst: Chorus by ZoomInfo, Gongno first choiceagainst: Gongagainst: Chorus by ZoomInfo, Gong, Lurn, Salesloft's Conversational Intelligence
Two alternatives
PitchMonster, SalesHoodThree alternatives
Pipedrive, Trainual, monday CRMFive alternatives
Avoma, SalesHood, Salesify, Seismic Learning, TrellusThree alternatives
Avoma, Fathom, iSpring LearnTwo alternatives
Guideflow, MindTickleMistral SmallTrainualTrainualHeldSalesHoodFathomno first choiceagainst: Cardone Training Technologies, Inc., ENTRE Institute, RaisingCapital.com, Salesgeniuscoaching
Two alternatives
Guideflow, HyperboundTwo alternatives
HubSpot Sales Hub, PipedriveThree alternatives
Gong, Hyperbound, Second NatureThree alternatives
Avoma, Guideflow, PitchMonsterDeepSeek V4 FlashSalesHoodagainst: Chorus by ZoomInfo, Clari Copilot, Gong, Highspot, MindTickle, Salesloft Conversations, Seismic Enablement Cloud, TrainualHubSpot Sales Hub, LessonlyChangedagainst: Highspot, Seismic Enablement CloudSalesHoodagainst: Gong, Highspot, MindTickle, Salesloft ConversationsTalentLMSagainst: Chorus by ZoomInfo, Gong, MindTickleAvoma, Spiky.aiagainst: Gong, Otter.aiagainst: Allego, Chorus by ZoomInfo, Gong, MindTickle, SalesHood
Five alternatives
Avoma, Deelan, Fathom, Kendo AI, Spiky.aiSix alternatives
Google Drive, Loom, MindTickle, Notion, PitchMonster, Showpad CoachSix alternatives
Hyperbound, Kendo AI, MarketBetter, Second Nature, TalentLMS, tl;dvThree alternatives
Dialpad, Loom, TrainualThree alternatives
Chorus by ZoomInfo, MindTickle, SalesHoodLlama 4 Maverickno first choiceno first choiceHeldno first choiceSalesifyno first choicenothing named
One alternative
SubstrataQwen 3.7 FlashHyperbound, PitchMonsteragainst: Gong, Highspot, MindTickleTrainualChangedagainst: Highspot, Seismic Enablement CloudAvoma, tl;dvagainst: HighspotAvoma, Fathomno first choiceagainst: Courseraagainst: Challenger Sale, Chorus by ZoomInfo, Gong, Highspot, People.ai, SPIN, Sandler Training, Seismic Enablement Cloud
Four alternatives
Brainshark, Jiminny, MySalesCoach, Showpad CoachOne alternative
Seismic LearningTwo alternatives
Guru, HyperboundTwo alternatives
Dialpad, Second NatureKimi K2Seismic Learning, WorkRampagainst: Chorus by ZoomInfo, Gong, Highspot, MindTickle, Showpad CoachHubSpot Sales HubChangedagainst: Highspot, MindTickleTalentLMSagainst: Gong, MindTickle360Learning, TalentLMSagainst: Gong, Lessonly, MindTickle, Seismic Enablement CloudAllego, Spekitagainst: Gong, Highspot, MindTickle, Seismic Enablement Cloud, Showpad Coach
Three alternatives
HubSpot Sales Hub, Jiminny, Zoho LearnThree alternatives
Guideflow, Lessonly, TrainualFour alternatives
360Learning, Allego, Hyperbound, LessonlyTwo alternatives
Fathom, SalesHoodOne alternative
TalentLMSGLM 4.7 FlashXFireflies.ai, SalesHoodagainst: Showpad CoachHubSpot Sales HubChangedno first choiceagainst: MindTickleConvono first choiceagainst: Cirrus Insight, Fathom, Gong, Highspot, MindTickle, Seismic Enablement Cloud, Showpad Coach
Two alternatives
HubSpot Sales Hub, tl;dvTwo alternatives
Salesforce Sales Cloud, TrainualSix alternatives
Allego, Gong, HubSpot Sales Hub, SalesHood, Salesloft Conversations, SpekitFour alternatives
CloudTalk, Fathom, Guideflow, HubSpot Sales HubMiniMax M2.5HubSpot Sales Hub, Jiminnyagainst: Gong, MindTickleHubSpot Sales Hub, Pipedrive AcademyChangedagainst: SpekitSalesHoodAvoma, Fathomno first choicenothing named
Three alternatives
Chorus by ZoomInfo, Dialpad, Udemy for BusinessFour alternatives
Cirrus Insight, PitchMonster, Salesify, Second NatureThree alternatives
Bitrix24, Jiminny, PipedriveGPT-6 LunaSalesHoodagainst: TrainualTalentLMSChangedno first choiceagainst: Highspot, MindTickleHubSpot Academyno first choiceagainst: Gong, Highspot, MindTickle, Seismic, including Seismic Learning
One alternative
HyperboundOne alternative
Seismic LearningFour alternatives
Avoma, Gong, Hyperbound, YoodliOne alternative
SalesMagicMuse Glimmer 30BTrainualTrainualHeldagainst: Lessonly, MindTickle, Seismic Enablement Cloud, WorkRampAllego, Lessonly, now Seismic Learningagainst: Gong, Salesloft etc., TrainualHyperbound, Yoodlino first choiceagainst: Clari Copilot, Fathom, Gong, MindTickle
Nine alternatives
Avoma, CloudTalk, HubSpot Sales Hub, Paperflite, PitchMonster, Quo, Salesify, Spekit, tl;dvTwo alternatives
HubSpot Sales Hub, TalentLMSTwo alternatives
MindTickle, TalentLMSFour alternatives
360Learning, TalentLMS, Wonderway, iSpring LearnBold 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 09:34 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:26 | yes | 4 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 14:09 | yes | 14 | 23 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 09:31 | yes | 19 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 14:05 | yes | 24 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:07 | yes | 7 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:47 | yes | 25 | 34 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:29 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:00 | yes | 10 | 40 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:34 | yes | 23 | 34 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:58 | yes | 25 | 24 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:02 | yes | 14 | 38 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:17 | yes | 3 | 19 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 12:45 | yes | 15 | 20 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 12:13 | yes | 9 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:51 | yes | 4 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:48 | yes | 21 | 27 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 07:24 | yes | 21 | 4 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:11 | yes | 24 | 6 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:48 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:32 | yes | 24 | 37 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 12:02 | yes | 5 | 4 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:25 | yes | 13 | 41 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:37 | yes | 15 | 21 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:45 | yes | 20 | 55 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:54 | yes | 5 | 25 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:41 | yes | 2 | 13 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:41 | yes | 15 | 23 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 07:52 | yes | 17 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:02 | yes | 6 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 13:46 | yes | 18 | 29 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 11:25 | yes | 20 | 8 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 14:16 | yes | 24 | 15 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:07 | yes | 9 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 07:53 | yes | 24 | 43 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 07:54 | yes | 5 | 1 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:29 | yes | 15 | 22 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:26 | yes | 19 | 22 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:06 | yes | 25 | 41 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:13 | yes | 21 | 35 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:18 | yes | 5 | 25 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:54 | yes | 25 | 38 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 14:02 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:53 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:18 | yes | 20 | 18 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 13:44 | yes | 18 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:58 | yes | 21 | 5 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:48 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:53 | yes | 23 | 25 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:30 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:16 | yes | 8 | 17 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:38 | yes | 15 | 19 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:53 | yes | 15 | 15 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 07:57 | yes | 17 | 23 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:24 | yes | 2 | 15 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:09 | yes | 14 | 17 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 12:25 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:11 | no | 0 | 4 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:24 | yes | 8 | 20 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 10:54 | yes | 18 | 3 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 07:26 | yes | 15 | 6 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:08 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:17 | yes | 23 | 38 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 12:31 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:28 | no | 0 | 42 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:35 | yes | 18 | 25 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:36 | yes | 15 | 11 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 13:35 | no | 0 | 10 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:49 | yes | 2 | 18 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:23 | yes | 14 | 40 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:08 | yes | 18 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:51 | yes | 6 | 8 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 14:17 | yes | 20 | 26 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 12:38 | yes | 20 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:35 | yes | 24 | 11 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 12:56 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:52 | yes | 24 | 32 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:45 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:32 | yes | 14 | 33 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 07:44 | yes | 24 | 20 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:14 | yes | 22 | 45 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:13 | no | 0 | 9 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:27 | yes | 4 | 22 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 07:31 | yes | 25 | 45 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
SalesLoft read as Salesloft Conversations
Salesloft read as Salesloft Conversations
Sandler read as Sandler Training
Seismic read as Seismic Enablement Cloud
Showpad read as Showpad Coach
Unresolved, counted raw
ASPR.ai
AdaptClose
Alex Hormozi's systems
Axio
Cardone Training Technologies / Cardone University
Cardone Training Technologies, Inc.
Dialfyne
ENTRE Institute
EducateMe LMS
Empire Accelerator
Funnel Clarity
Gong, Salesloft etc.
Klozers
Lessannoying CRM/Cobra
Lessonly, now Seismic Learning
Mitti (by SafetyCulture)
MySalesCoach
Pipedrive Academy
RaisingCapital.com (RCFRE, LLC d/b/a RaisingCapital.com)
RevGenius
RevenuePath
SPIN
SalesAsk
Salesgeniuscoaching
Salesloft's Conversational Intelligence
Scenario IQ
Screen.studio
Seismic, including Seismic Learning (formerly Lessonly)
Spiky
Tom Ferry coaching programs
UpTroop.io
Veelo
Discontinued, still offered
No shut-down product was recommended here.