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. 55 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
18%
Contested · Fathom 13%
18Trainual13Fathom09HubSpot Sales Hub60others
18% 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 small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the nine 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
SalesHood vs Chorus by ZoomInfoSalesHood vs AvomaSalesHood vs SpekitSalesHood vs FathomGong vs MindTickleGong vs 360LearningGong vs Chorus by ZoomInfoGong vs AvomaGong vs SpekitGong vs FathomMindTickle vs 360LearningMindTickle vs Chorus by ZoomInfoMindTickle vs AvomaMindTickle vs SpekitMindTickle vs Fathom360Learning vs Chorus by ZoomInfo360Learning vs Avoma360Learning vs Spekit360Learning vs FathomChorus by ZoomInfo vs AvomaChorus by ZoomInfo vs SpekitChorus by ZoomInfo vs FathomAvoma vs SpekitAvoma vs FathomSpekit vs Fathom
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 →
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02
03
04
05
06
07
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09
10
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12
13
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18Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01Trainual18%
Trainual18%02Fathom13%
Fathom13%03SalesHood9%
SalesHood9%04HubSpot Sales Hub9%
HubSpot Sales Hub9%05Avoma7%
Avoma7%06TalentLMS7%
TalentLMS7%07360Learning4%
360Learning4%08Hyperbound2%
Hyperbound2%09MindTickle2%
MindTickle2%10PitchMonster0%
PitchMonster0%11Fireflies.ai0%
Fireflies.ai0%12Spekit0%
Spekit0%13Second Nature0%
Second Nature0%14Allego0%
Allego0%15Chorus by ZoomInfo0%
Chorus by ZoomInfo0%16Seismic Enablement Cloud0%
Seismic Enablement Cloud0%17Highspot0%
Highspot0%18Gong0%
Gong0%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.
Gong86%
31 of 36 labels negative · 10 of 12 models · 14 hard negative
“one guide explicitly says not to pay for Gong if you have a small team because the implementation overhead and feature complexity outweigh the benefits” Perplexity Sonar, negative prompt
MindTickle69%
22 of 32 labels negative · 10 of 12 models · 11 hard negative
“Mindtickle requires a dedicated sales enablement professional or team to build, maintain, and evaluate the curriculums... the software will sit idle” Gemini 3.5 Flash, negative prompt
Highspot78%
14 of 18 labels negative · 7 of 12 models · 6 hard negative
“The Seismic-Highspot merger has resulted in shifting pricing tiers... make negotiating favorable SMB terms much more difficult” Gemini 3.5 Flash, negative prompt
Chorus by ZoomInfo56%
9 of 16 labels negative · 6 of 12 models · 5 hard negative
“Chorus by ZoomInfo is rarely sold as a standalone coaching tool; it is usually bundled heavily into ZoomInfo's broader, expensive data contract” 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
22 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. 302 links across 143 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 · PitchMonster10 answers · 12 citations · 3 models
vendor site · Alpharun7 answers · 7 citations · 3 models
vendor site · Docebo7 answers · 7 citations · 3 models
6 answers · 9 citations · 3 models
6 answers · 8 citations · 4 models
vendor site · Cirrus Insight6 answers · 6 citations · 2 models
6 answers · 6 citations · 3 models
vendor site · ZoomInfo6 answers · 6 citations · 2 models
vendor site · Hyperbound5 answers · 5 citations · 2 models
vendor site · MySalesCoach5 answers · 5 citations · 3 models
vendor site · Nooks5 answers · 5 citations · 2 models
vendor site · Software Advice5 answers · 5 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.
7 answers · 3 models
6 answers · 3 models
6 answers · 2 models
6 answers · 2 models
5 answers · 2 models
5 answers · 3 models
4 answers · 2 models
4 answers · 1 model
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 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 |
|---|---|---|---|---|---|---|---|---|
| Trainual trainual.com | 18% | 37 | 22,200 | 94 | 40,498 | 10 | ||
| HubSpot parent site HubSpot Sales Hub 9%, HubSpot Academy 5% | 15% | 687 | 368,000 | 9,776 | ||||
| Fathom fathom.ai | 13% | 169 | 90,500 | 6,657 | 44,771 | 24 | ||
| SalesHood saleshood.com | 9% | 109 | 720 | 1 | 1,628 | 0 | 3 | |
| Avoma avoma.com | 7% | 266 | 3,600 | 31 | 19,141 | 27 | ||
| TalentLMS talentlms.com | 7% | 128 | 8,100 | 103 | 82,431 | $1,179 | 119 | |
| 360Learning 360learning.com | 4% | 51 | 2,400 | 40 | 45,896 | 8 | ||
| Jiminny jiminny.com | 4% | 60 | 390 | 5 | 1,008 | 9 | ||
| Nooks nooks.ai | 4% | 70 | 110,000 | 20,242 | 36,674 | 78 | ||
| Claap claap.io | 4% | 37 | 390 | 4 | 38,762 | 5 | 7 |
Google's top ten for the two searches hold 16 sites; 3 of them are among the sites the models cited here (docebo.com, 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 4.5no first choiceTrainualChangedagainst: Highspot, MindTickleno first choiceGradeMyClose, SecondNatureno first choiceagainst: Brainshark, Chorus by ZoomInfo, Gong, Lessonly
Three alternatives
Gong, MindTickle, Second NatureThree alternatives
ASPR, Lessonly, SybillFive alternatives
Allego, Avoma, SalesHood, TalentLMS, TrainualTwo alternatives
HubSpot Academy, SalesHoodGPT-5.4 miniMindTickleHubSpot Academy, HubSpot Sales HubChangedSalesHoodTalentLMSagainst: Highspot, MindTickleno first choiceagainst: 7th Level, Caitlin Bacher / related funnel training, Cherrington Media / Adam Cherrington programs, Mastermind.com / Dean Graziosi ecosystem, Movesmethod, SalesHive, Salesfam, Super Affiliate System Platinum, The Sales Agency, Thumber Academy, Well-Oiled Operations
Four alternatives
Allego, Gong, SalesHood, TrainualOne alternative
Seismic LearningFour alternatives
Allego, Gong, MindTickle, Seismic LearningTwo alternatives
Avoma, YoodliGemini 3.5 FlashClaap, Trainualagainst: Gong, MindTickle, Outreach KaiaKendo AI, TrainualChangedagainst: Highspot, Seismic Enablement CloudClaapagainst: Gong, MindTickleClaapagainst: Chorus by ZoomInfo, Gong, MindTickle, Second NatureAvoma, Jiminnyagainst: Chorus by ZoomInfo, Gongagainst: BigTinCan Readiness, Chorus by ZoomInfo, Gong, Highspot, MindTickle, Seismic Enablement Cloud
Three alternatives
Hyperbound, Jiminny, SpekitFive alternatives
HubSpot Sales Hub, Loom, Notion, SalesHood, SpekitFive alternatives
Avoma, HubSpot, Jiminny, PitchMonster, TrainualSeven alternatives
Fathom, Fireflies.ai, GoSkills, GradeMyClose, PitchMonster.io, TalentLMS, TrainualEight alternatives
Claap, Fathom, Fireflies.ai, Hyperbound, PitchMonster, Second Nature, Trainual, WonderwayPerplexity SonarRevenue.ioagainst: GongTrainualChangedAvoma, PitchMonsteragainst: Gong, MindTickleAvoma, Fathomno first choiceagainst: Allego, Gong, MindTickle
Three alternatives
Fathom, MindTickle, NooksTwo alternatives
Arrows, PipedriveFour alternatives
HubSpot Sales Hub, SalesHood, Second Nature, TrainualTwo alternatives
HubSpot Sales Hub, SC TrainingGrok 4.20Fathom, Trainualagainst: Gong, MindTickleHubSpot Sales HubChangedTrainualagainst: Gong, MindTickleFathom, HubSpot Sales Hubagainst: GongNooksagainst: Gong, MindTickleagainst: "High Ticket Closer", Chorus by ZoomInfo, Clari Copilot, Gong, Salesforce Einstein Conversation Insights
Three alternatives
PitchMonster, Spekit, TalentLMSTwo alternatives
Pipedrive, TrainualFour alternatives
360Learning, HubSpot Sales Hub, PitchMonster, SalesHoodThree alternatives
360Learning, Hyperbound, TalentLMSFour alternatives
Jiminny, PitchMonster, Spekit, TrainualMistral SmallFathomagainst: GongHubSpot Sales HubChangedagainst: Salesforce Sales Programs360Learning, Avoma, PitchMonsterHubSpot Academyagainst: Chorus by ZoomInfo, Gongno first choiceagainst: Cardone Training Technologies, Dan Lok's High Ticket Closer Program, Sales Genius Coaching, Sales Tech LLC / Sales Tech Site, The Sales Mentor, Tony Robbins Business Mastery Program
Four alternatives
360Learning, Avoma, HubSpot Sales Hub, Outdoo AIFive alternatives
Close, EngageBay, Freshsales, NetHunt CRM, PipedriveFive alternatives
Cirrus Insight, HubSpot Academy, Sandler Training, Second Nature, TrainualSix alternatives
360Learning, Attention, Fireflies.ai, Nooks, Outdoo AI, SalesHoodDeepSeek V4 FlashSalesHoodagainst: Gong, Highspot, MindTickle, Revenue.io, Seismic Enablement Cloud, Showpad CoachTrainualChangedagainst: Highspot, Seismic Enablement Cloud360Learning, Hyperboundagainst: Chorus by ZoomInfo, Gong, Highspot, MindTickle, Seismic Enablement CloudTalentLMSagainst: Chorus by ZoomInfo, Gong, MindTickleAvoma, Jiminnyagainst: Clari Copilot, Fireflies.ai, Gong, Salesloft Conversationsagainst: Cardone University, Certified Closers, Dan Lok, Gong, Highspot, Limelight Media, MindTickle, RaiseMasters, Sandler Training, Seismic Enablement Cloud
Four alternatives
360Learning, Fathom, HubSpot Sales Hub, HyperboundFour alternatives
Guru, HubSpot Sales Hub, Lessonly, SalesHoodThree alternatives
SalesHood, TalentLMS, TrainualSix alternatives
360Learning, Avoma, Fireflies.ai, HubSpot Academy, Salesforce Trailhead, TrainualFour alternatives
360Learning, Retorio, Second Nature, TrainualLlama 4 MaverickFathomTrainualChangedno first choice360Learning, SalesHoodno first choicenothing named
Four alternatives
Exec, Highspot, PitchMonster, Seismic Enablement CloudTwo alternatives
Avoma, Dock.usOne alternative
FathomFour alternatives
Gong, Hyperbound, SalesHood, TalentLMSQwen 3.7 FlashFathomagainst: HighspotSalesHoodChangedPitchMonster, Trainualagainst: Allego, MindTickleDock, HubSpot AcademyNooks, SalesHoodagainst: Clari Copilot, Cornerstone, Gong, Highspot, MindTickle, Taleo
Five alternatives
Hyperbound, Outreach Kaia, PitchMonster, Salesloft Conversations, SmartWinnrThree alternatives
Dock, HubSpot Sales Hub, SpekitFour alternatives
Exec, Executive AI, Jiminny, SpekitFive alternatives
Allego, Guru, MindTickle, SalesHood, Udemy Sales CoursesFour alternatives
360Learning, Fireflies.ai, Outdoo AI, TrainualKimi K2Avoma, TalentLMSagainst: GongTrainualChangedagainst: Highspot, Lessonly, MindTickle, Seismic Enablement Cloud360LearningSC Trainingagainst: GongHyperbound, TalentLMSagainst: Gong, Highspot, MindTickle, Seismic Enablement Cloudagainst: Allego, Chorus by ZoomInfo, Clari Copilot, Gong, HubSpot Sales Hub, MindTickle, Salesforce Sales Cloud
Four alternatives
Convo, Fathom, Hyperbound, TrainualTwo alternatives
HubSpot Sales Hub, TalentLMSFour alternatives
PitchMonster, SalesHood, Spekit, TrainualTwo alternatives
360Learning, HubSpot AcademyFour alternatives
Allego, Clari Copilot, SalesHood, Salesloft ConversationsGLM 4.7 FlashXGuideflow, SalesHoodagainst: Gong, HighspotTrainualChangedagainst: Gong, Highspot, Seismic Enablement CloudFireflies.aiagainst: GongFathomagainst: Avomano first choiceagainst: Bitrix24 Sales Coach, Clari Copilot, Fathom, Gong, MindTickle, Salesforce Sales Cloud, Seismic Enablement Cloud
Three alternatives
360Learning, Allego, FathomThree alternatives
Dock, Guru, HubSpot Sales HubEight alternatives
360Learning, Fathom, Hyperbound, Nooks, Outdoo AI, PitchMonster, SalesHood, TrainualTwo alternatives
Apollo.io, SecondBodyMiniMax M2.5HubSpot Sales HubTrainualChanged360Learningagainst: Gong, MindTickle360Learningno first choiceagainst: Seller Sync Academy
Five alternatives
Chorus by ZoomInfo, MindTickle, Salesforce Sales Cloud, Salesify, Vanilla SoftTwo alternatives
Avoma, SalesHoodThree alternatives
Fathom, GradeMyClose, TalentLMSBold 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 04:25 | yes | 7 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:50 | yes | 3 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:41 | yes | 19 | 21 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 00:19 | yes | 20 | 18 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) | 2026-09-14 23:23 | yes | 0 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 04:06 | yes | 0 | 11 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 00:42 | yes | 0 | 29 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:39 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:55 | yes | 0 | 29 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:11 | yes | 0 | 31 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 23:10 | yes | 0 | 27 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:53 | yes | 0 | 11 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:29 | yes | 7 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 02:37 | yes | 4 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:05 | yes | 19 | 25 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 04:16 | yes | 20 | 7 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 03:19 | yes | 0 | 6 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:53 | yes | 0 | 8 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 04:44 | yes | 0 | 41 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:56 | yes | 0 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:22 | yes | 0 | 20 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:42 | yes | 0 | 25 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:17 | yes | 0 | 237 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 02:45 | yes | 0 | 19 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 04:07 | yes | 8 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 00:12 | yes | 3 | 11 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 05:00 | yes | 27 | 22 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 00:17 | yes | 20 | 9 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 01:23 | yes | 0 | 8 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:31 | yes | 0 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 04:24 | yes | 0 | 23 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:36 | yes | 0 | 1 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:44 | yes | 0 | 35 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 01:59 | yes | 0 | 30 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:05 | yes | 0 | 52 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 02:58 | yes | 0 | 44 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 04:39 | yes | 6 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:45 | yes | 5 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:05 | yes | 14 | 23 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-14 23:51 | yes | 20 | 6 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 01:23 | yes | 0 | 7 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:03 | yes | 0 | 10 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-14 23:40 | yes | 0 | 17 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:39 | yes | 0 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:15 | yes | 0 | 25 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 00:36 | yes | 0 | 24 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 03:12 | yes | 0 | 15 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 02:51 | yes | 0 | 28 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:50 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 00:55 | no | 0 | 5 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:12 | yes | 11 | 24 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 02:47 | 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 01:45 | yes | 0 | 7 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:12 | yes | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 00:53 | yes | 0 | 26 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:20 | yes | 0 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 04:00 | yes | 0 | 37 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:41 | yes | 0 | 45 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 23:48 | yes | 0 | 83 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:03 | yes | 0 | 19 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:46 | yes | 17 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:40 | yes | 12 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:26 | yes | 20 | 22 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-15 04:03 | yes | 20 | 7 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 04:17 | yes | 0 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:00 | yes | 0 | 15 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 03:24 | yes | 0 | 33 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:28 | yes | 0 | 1 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 04:07 | yes | 0 | 34 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:51 | yes | 0 | 44 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:05 | yes | 0 | 52 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:30 | yes | 0 | 29 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
Outreach read as Outreach Kaia
Salesforce read as Salesforce Sales Programs
Salesloft read as Salesloft Conversations
Sandler read as Sandler Training
Seismic read as Seismic Enablement Cloud
Showpad read as Showpad Coach
Unresolved, counted raw
"High Ticket Closer" (Dan Lok)
ASPR
Bitrix24 Sales Coach
Caitlin Bacher / related funnel training
Cardone Training Technologies (Grant Cardone University)
Certified Closers
Cherrington Media / Adam Cherrington programs
Close.com free courses
Dan Lok's High Ticket Closer Program
Executive AI
ICF (International Coaching Federation)
JBarrows Sales Training
Limelight Media
Local Small Business Development Centers (SBDCs)
Mastermind.com / Dean Graziosi ecosystem
Miller Heiman
Movesmethod
PitchMonster.io
RaiseMasters
SCORE mentors
Sales Genius Coaching
Sales Tech LLC / Sales Tech Site
SalesHive
Salesfam
Seller Sync Academy
Super Affiliate System Platinum
The Sales Agency
The Sales Gravy Podcast
Thumber Academy
Tony Robbins Business Mastery Program
Udemy Sales Courses
Well-Oiled Operations
uQualio
Discontinued, still offered
No shut-down product was recommended here.