Value selling tools for enterprise buyers
Asked as “value selling tool”, and as “ROI calculator and business case platform for sales”, on behalf of an enterprise B2B company. 46 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
20%
Contested · Mediafly Value 15%
20Mediafly15Mediafly Value13Cuvama52others
20% 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 fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the three 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 fifteen head-to-head pages: the top six products, each against each
Minoa vs SymbeMinoa vs LeveragePointThe ROI Shop vs ValueCoreThe ROI Shop vs HubSpot Sales HubThe ROI Shop vs SymbeThe ROI Shop vs LeveragePointValueCore vs HubSpot Sales HubValueCore vs SymbeValueCore vs LeveragePointHubSpot Sales Hub vs SymbeHubSpot Sales Hub vs LeveragePointSymbe vs LeveragePoint
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
05V06
07
08
09
10
11Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01Mediafly20%
Mediafly20%02Mediafly Value15%
Mediafly Value15%03Cuvama13%
Cuvama13%04Minoa11%
Minoa11%05Symbe9%
Symbe9%06ValueCore4%
07Ecosystems4%
Ecosystems4%08LeveragePoint2%
LeveragePoint2%09The ROI Shop0%
The ROI Shop0%10Seismic0%
Seismic0%11Highspot0%
Highspot0%What they warned about
Two of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna 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.
Seismic36%
5 of 14 labels negative · 5 of 14 models
“typically quoted per user or per deployment, which makes total cost harder to forecast at thousands of users” Muse Glimmer 30B, budget prompt
Highspot40%
4 of 10 labels negative · 4 of 14 models
“typically quoted per user or per deployment, which makes total cost harder to forecast at thousands of users” Muse Glimmer 30B, budget prompt
Symbe19%
5 of 27 labels negative · 3 of 14 models
“Users of tools like Symbe report that limited customization options require manual adjustments for more personalized results.” DeepSeek V4 Flash, negative prompt
Ecosystems10%
2 of 20 labels negative · 2 of 14 models
“Some platforms, like Ecosystems, are powerful but come with high implementation complexity and time-to-value.” Mistral Small, 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
76 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. 1057 links across 273 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
52 answers · 111 citations · 13 models
vendor site · Guideflow42 answers · 48 citations · 12 models
vendor site · Minoa37 answers · 89 citations · 13 models
35 answers · 37 citations · 10 models
vendor site · SourceForge29 answers · 43 citations · 12 models
vendor site · Gartner28 answers · 28 citations · 10 models
vendor site · Mediafly22 answers · 38 citations · 9 models
vendor site · ValueNova21 answers · 24 citations · 10 models
vendor site · ValueVisualizer18 answers · 18 citations · 10 models
vendor site · Salesmotion17 answers · 19 citations · 9 models
vendor site · Storylane17 answers · 17 citations · 8 models
16 answers · 18 citations · 10 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.
39 answers · 12 models
33 answers · 10 models
28 answers · 10 models
28 answers · 10 models
27 answers · 10 models
21 answers · 10 models
18 answers · 10 models
17 answers · 9 models
17 answers · 8 models
16 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 value selling tool”, “value selling tool”. 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 | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|
| Mediafly mediafly.com Mediafly 20%, Mediafly Value 15% | 35% | 100 | 880 | 4 | 971 | 0 | 2 |
| Cuvama cuvama.com | 13% | 63 | 110 | 0 | 110 | ||
| Minoa minoa.io | 11% | 55 | 2,900 | 117 | 113 | 7 | |
| Symbe symbe.co | 9% | 60 | 301,000 | 1 | 4 | 1 | |
| ValueCore valuecore.ai | 4% | 69 | 320 | 0 | 5,835 | ||
| Ecosystems ecosystems.io | 4% | 43 | 135,000 | 37,365 | 976 | ||
| Salesforce parent site Salesforce CPQ 2%, Salesforce Revenue Cloud 2% | 4% | 215 | 550,000 | 60,632 | |||
| LeveragePoint leveragepoint.com | 2% | 31 | 590 | 0 | 1,277 | 3 | |
| Conduyt conduyt.com | 2% | 2 | |||||
| MassetUs | 2% |
Google's top ten for the two searches hold 16 sites; 3 of them are among the sites the models cited here (g2.com, mediafly.com, minoa.io). The first result for “best value selling tool” is zendesk.com.
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 value selling tool for an enterprise B2B company?”Paraphrase“Which ROI calculator and business case platform for sales would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade value selling tools and how do they differ?”Budget-constrained“What is the best value selling tool 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 value selling tool. What should we look at?”Negative“Which value selling tools should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5no first choiceMediafly Value, MinoaChangedEcosystemsGuideflowno first choicenothing named
One alternative
The ROI ShopFour alternatives
Conga, Cuvama, LeveragePoint, MediaflyTwo alternatives
LeveragePoint, MediaflyGPT-5.4 miniCuvamaCuvamaHeldno first choiceConduyt, Muntriagainst: Salesforceno first choicenothing named
Two alternatives
Mediafly, The ROI ShopTwo alternatives
Symbe, The ROI ShopThree alternatives
Conga CPQ, Conga Price Optimization, GongOne alternative
HubSpot Sales HubGemini 3.5 FlashEcosystemsMediafly ValueChangedEcosystemsMinoano first choicenothing named
Four alternatives
DecisionLink, Minoa, Symbe, ValueCoreFour alternatives
Ecosystems, Shark Finesse, The ROI Shop, ValueCoreSix alternatives
Cuvama, DecisionLink, Mediafly Value, QorusDocs Value Management, Symbe, Xfactor.ioTwo alternatives
Cuvama, Mediafly ValuePerplexity SonarMediaflyMediafly ValueChangedagainst: HubSpot Sales ROI Calculatorno first choiceMediaflyagainst: Salesforceno first choicenothing named
Two alternatives
The ROI Shop, ValueCoreTwo alternatives
LeveragePoint, ValueCoreEight alternatives
DecisionLink, LeveragePoint, Mediafly, Seismic, Shark Finesse, The ROI Shop, ValueCore, Xfactor.ioThree alternatives
Highspot, MindTickle, SeismicGrok 4.1 FastLeveragePoint, SymbeMediaflyChangedagainst: HubSpot Sales HubSymbeSalesforce Revenue Cloudagainst: Highspot, HubSpot Sales Hub, Mediafly, Oracle CPQ, SeismicValueCloudagainst: Cuvama, Excel/Google Sheets Templates, Mediafly Value, Symbe, ValueVisualizer
Two alternatives
Cuvama, VivunTwo alternatives
Symbe, ValueCoreFour alternatives
Cuvama, Mediafly, ValueCore, VivunThree alternatives
Ignite, Mediafly, Salesforce Revenue IntelligenceMistral SmallSymbeValueCoreChangedEcosystemsMediaflyno first choiceagainst: Ecosystems
One alternative
LeveragePointTwo alternatives
Minoa, The ROI ShopThree alternatives
Cuvama, Mediafly, SeismicDeepSeek V4 FlashMediaflyMediaflyHeldno first choiceMinoaagainst: Highspot, LeveragePoint, Seismic, SymbeMediaflyagainst: Ecosystems, Symbe, ValueCore
Two alternatives
Symbe, ValueCoreTwo alternatives
Symbe, ValueCoreOne alternative
MediaflyFive alternatives
Cuvama, Minoa, Symbe, ValueCloud, ValueCoreLlama 4 MaverickCuvamano first choiceChangedno first choiceHubSpot Sales Hubno first choicenothing named
Two alternatives
Enablism, SeismicThree alternatives
DecisionLink's ValueCloud, Mainstay's Sales Value Advisor, Mediafly ValueQwen 3.7 FlashOutreach Impact AnalysisMediaflyChangedSalesforce Value SellingSalesforce CPQno first choiceagainst: DealHub, Profit.co, Seismic, Spotio, Vistagy
Six alternatives
Chorus by ZoomInfo, DocuSign CLM, Gong, PandaDoc, Salesforce CPQ, Valorem LogicThree alternatives
Ecosystems, LeveragePoint, MinoaFour alternatives
Davenport, Highspot, Microsoft Dynamics 365 with Power BI, SeismicFour alternatives
Chargebee, DealHub, Stripe Billing, ZyloKimi K2SymbeMediafly ValueChangedagainst: DecisionLink, SymbeSymbeMassetUsagainst: Allego, Gong, Highspot, Seismic, Showpadno first choiceagainst: Symbe
Two alternatives
Mediafly, ValueCoreTwo alternatives
Ecosystems, ValueCoreFour alternatives
Cuvama, DecisionLink ValueCloud, Mediafly Value, The ROI ShopThree alternatives
Apollo.io, HubSpot Sales Hub, SalesmotionGLM 4.7 FlashXEcosystemsMediafly Value, ValueCoreChangedagainst: HubSpot Sales ROI Calculator, Sandler Visualize ROICuvamaMinoaagainst: Guideflowno first choicenothing named
Three alternatives
Alinean, Mediafly, ValueNavigatorSeven alternatives
Clari Revenue Orchestration Platform, Cuvama, Highspot, Minoa, Seismic, Symbe, ValueSell.aiFour alternatives
Mediafly, Poggio, Symbe, The ROI ShopTwo alternatives
Mediafly, ValueCoreMiniMax M2.5CuvamaMediafly ValueChangedEcosystemsno first choiceno first choicenothing named
One alternative
MediaflyTwo alternatives
The ROI Shop, ValueCoreFour alternatives
Cuvama, Mediafly, Symbe, The ROI ShopGPT-6 LunaCuvamaMediafly ValueChangedMediafly Valueagainst: Xfactor.io Value Selling CenterZoho CRMno first choiceagainst: Forrester
One alternative
MediaflyTwo alternatives
Ecosystems, QorusDocs Value ManagementFour alternatives
Ecosystems, Minoa, ValueCore, ValueSelling AssociatesOne alternative
Microsoft Dynamics 365 SalesMuse Glimmer 30BCuvamaMediafly, SymbeChangedEcosystemsMinoaagainst: Highspot, LeveragePoint, Mediafly, Seismic, Showpadno first choiceagainst: Ignite, Mediafly Value, The ROI Shop, ValueCloud
Two alternatives
Mediafly, SeismicOne alternative
ValueCore, formerly VisualizeROIFour alternatives
Cuvama, Symbe, ValueCore, ValueSelling Associates – ValueCoach AIBold 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 | 2026-10-04 21:17 | no | 0 | 5 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:19 | yes | 1 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:29 | yes | 28 | 28 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 21:17 | yes | 16 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:23 | yes | 22 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:34 | yes | 5 | 3 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:21 | yes | 21 | 18 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:31 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:27 | no | 0 | 27 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:32 | yes | 9 | 50 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:33 | yes | 23 | 31 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:31 | yes | 5 | 19 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:19 | yes | 2 | 12 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:38 | yes | 12 | 17 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:17 | yes | 18 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:36 | yes | 2 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:28 | yes | 24 | 26 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 21:33 | yes | 19 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:21 | yes | 19 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:36 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:31 | yes | 21 | 40 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:31 | yes | 5 | 4 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:36 | yes | 17 | 24 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:38 | yes | 16 | 27 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:25 | yes | 25 | 30 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:39 | yes | 24 | 33 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:23 | yes | 3 | 24 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:26 | yes | 10 | 19 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:25 | yes | 9 | 7 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:21 | yes | 5 | 10 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:19 | yes | 33 | 31 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 21:37 | yes | 16 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:36 | yes | 18 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:33 | yes | 7 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:39 | yes | 25 | 8 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:22 | yes | 5 | 9 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:23 | no | 0 | 34 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:35 | yes | 23 | 28 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:24 | yes | 22 | 49 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:22 | yes | 9 | 21 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:22 | yes | 6 | 25 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:38 | yes | 22 | 33 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:16 | yes | 17 | 10 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:25 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:35 | yes | 8 | 32 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 21:34 | yes | 14 | 2 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:37 | yes | 22 | 9 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:38 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:39 | yes | 23 | 23 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:19 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:37 | no | 0 | 31 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:29 | yes | 23 | 23 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:18 | yes | 20 | 16 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:22 | yes | 23 | 59 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:34 | yes | 2 | 16 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:28 | yes | 18 | 24 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:20 | yes | 18 | 11 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:31 | yes | 4 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:27 | yes | 4 | 19 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 21:24 | yes | 18 | 6 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:39 | yes | 13 | 10 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:27 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:38 | yes | 23 | 48 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:22 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:33 | no | 0 | 28 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:27 | yes | 24 | 59 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:25 | yes | 22 | 32 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:34 | yes | 15 | 21 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:26 | yes | 1 | 23 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:16 | yes | 15 | 19 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:33 | yes | 16 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:26 | no | 0 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:26 | yes | 13 | 21 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 21:28 | yes | 17 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:25 | yes | 18 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:19 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:20 | yes | 19 | 28 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:26 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:25 | no | 0 | 27 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:21 | yes | 16 | 22 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:23 | yes | 14 | 42 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:20 | yes | 15 | 44 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:20 | yes | 2 | 17 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:24 | yes | 15 | 30 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
HubSpot read as HubSpot Sales Hub
Mediafly Value360 read as Mediafly Value
Unresolved, counted raw
Alinean (ValueStory)
Clari Revenue Orchestration Platform
Custora
Davenport
DecisionLink's ValueCloud
Excel/Google Sheets Templates
Ibbaka
MEDDICC
Mainstay's Sales Value Advisor
Microsoft Dynamics 365 with Power BI
Muntri
Outreach Impact Analysis
Prezentor
Profit.co
Salesforce
Salesforce Value Selling (formerly Valeant)
Valorem Logic
ValueCore, formerly VisualizeROI
ValueSell.ai
ValueSelling Framework
Vistagy
Xfactor.io Value Selling Center
Discontinued, still offered
No shut-down product was recommended here.