CRM for enterprise buyers
Asked as “CRM”, and as “customer relationship management system”, on behalf of an enterprise B2B company. 54 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
65%
Clear leader
65Salesforce Sales Cloud22Microsoft Dynamics 365 Sales06HubSpot CRM07others
65% of first choices, clear leader.
Since September 2026▲+4Since September 2026: 60% → 65%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Salesforce Sales Cloud held the lead, +4 points on 60%, 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 CRM44%Clear leader▼−7Since September 2026: 50% → 43%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Mid-marketHubSpot CRM59%Clear leader▲+22Since September 2026: 41% → 63%, +22 points. Past the 11-point floor: movement. Read over the models both editions asked.Standing →Enterprise
Salesforce Sales Cloud65%Clear leader▲+4Since September 2026: 60% → 65%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.This page
HubSpot CRM44%Clear leader▼−7Since September 2026: 50% → 43%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Mid-marketHubSpot CRM59%Clear leader▲+22Since September 2026: 41% → 63%, +22 points. Past the 11-point floor: movement. Read over the models both editions asked.Standing →EnterpriseSalesforce Sales Cloud65%Clear leader▲+4Since September 2026: 60% → 65%, +4 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
01Salesforce Sales Cloud65%16%76endorsed leader▲+4Since September 2026: 60% → 65%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.60% → 65%
Salesforce Sales Cloud65%16%76endorsed leader▲+4Since September 2026: 60% → 65%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.60% → 65%02
Microsoft Dynamics 365 Sales22%5%65accepted challenger▲+2Since September 2026: 19% → 21%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.19% → 21%
Microsoft Dynamics 365 Sales22%5%65accepted challenger▲+2Since September 2026: 19% → 21%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.19% → 21%03HubSpot CRM6%40%48criticized challenger▲+6Since September 2026: 0% → 6%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 6%
HubSpot CRM6%40%48criticized challenger▲+6Since September 2026: 0% → 6%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 6%Show the five products at 0%, ordered by negative rate
08
Pipedrive0%72%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%
Pipedrive0%72%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%07
Zoho CRM0%39%28criticized challenger▼−5Since September 2026: 5% → 0%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.5% → 0%
Zoho CRM0%39%28criticized challenger▼−5Since September 2026: 5% → 0%, −5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.5% → 0%05SAP Sales Cloud0%19%21accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
06
Oracle Sales0%18%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%
Oracle Sales0%18%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%04
Oracle CX0%15%20accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Oracle CX0%15%20accepted 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 ten head-to-head pages: the top five products, each against each
One product takes 65% of first choices here, so the chart would put seven markers in one corner and one at the far edge. The two measurements it plots are columns in the standing above: share, and the negative label rate. Three products carry a negative rate above 25% in this category.
What they warned about
Ten of fourteen models held their first choice under the paraphrase. GPT-5.4 mini, Gemini 3.5 Flash, Llama 4 Maverick and Qwen 3.7 Flash 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.
HubSpot CRM40%
19 of 48 labels negative · 11 of 14 models · 2 hard negative
“**Why to Avoid/Be Cautious:** **Data Export Limits:** You will hit contact storage caps that force expensive upgrades immediately.” Qwen 3.7 Flash, negative prompt
Pipedrive72%
13 of 18 labels negative · 9 of 14 models · 6 hard negative
“being cautious with SMB-first tools like **Keap**, **Pipedrive**... not a fit when you need heavy governance, deep customization, or multi-department complexity” Perplexity Sonar, negative prompt
Zoho CRM39%
11 of 28 labels negative · 9 of 14 models · 3 hard negative
“**Why to Avoid:** While feature-rich, the underlying data structure can become brittle as you scale.” Qwen 3.7 Flash, negative prompt
Salesforce Sales Cloud16%
12 of 76 labels negative · 9 of 14 models · 1 hard negative
“**Avoid for cost predictability:** → **Salesforce**” DeepSeek V4 Flash, budget 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
72 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. 971 links across 339 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.
23 answers · 23 citations · 10 models
vendor site · ZoomInfo22 answers · 22 citations · 10 models
20 answers · 25 citations · 8 models
vendor site · Rox19 answers · 22 citations · 9 models
vendor site · Creatio17 answers · 23 citations · 7 models
vendor site · HubSpot16 answers · 22 citations · 8 models
vendor site · Salesforce14 answers · 18 citations · 7 models
14 answers · 14 citations · 7 models
14 answers · 14 citations · 9 models
13 answers · 13 citations · 8 models
12 answers · 15 citations · 6 models
vendor site · Bitrix2412 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.
17 answers · 9 models
14 answers · 7 models
14 answers · 9 models
13 answers · 8 models
13 answers · 7 models
12 answers · 8 models
12 answers · 7 models
9 answers · 6 models
9 answers · 7 models
8 answers · 6 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 crm”, “crm”. 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 |
|---|---|---|---|---|---|---|---|---|
| Salesforce parent site Salesforce Sales Cloud 65%, Salesforce CRM 2% | 67% | 275 | 550,000 | 60,632 | ||||
| Microsoft parent site Microsoft Dynamics 365 Sales 22% | 22% | 144 | 2,240,000 | 403,136 | ||||
| HubSpot parent site HubSpot CRM 6%, HubSpot Sales Hub 0% | 6% | 693 | 368,000 | 9,776 | ||||
| Creatio creatio.com | 2% | 19 | 4,400 | 147 | 146,708 | $12,005 | 18 | 7 |
| Creatio CRM | 2% | |||||||
| Ringy ringy.com | 2% | 4 | ||||||
| Oracle parent site Oracle CX 0%, Oracle Sales 0%, Oracle CRM 0%, Oracle NetSuite 0% | 0% | 23 | 450,000 | 66,611 | ||||
| SAP Sales Cloud | 0% | 135,000 | 74,309 | |||||
| SAP Customer Experience | 0% | 135,000 | 74,309 | |||||
| Bitrix24 bitrix24.com | 0% | 37 | 5,400 | 90 | 69,160 | 104 |
Google's top ten for the two searches hold 13 sites; 3 of them are among the sites the models cited here (creatio.com, forbes.com, salesforce.com). The first result for “best crm” is salesforce.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 CRM for an enterprise B2B company?”Paraphrase“Which customer relationship management system would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade CRMs and how do they differ?”Budget-constrained“What is the best CRM 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 CRM. What should we look at?”Negative“Which CRMs should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5Salesforce Sales CloudSalesforce Sales CloudHeldSalesforce Sales CloudCreatio CRM, Ringyno first choiceagainst: Monday.com, SAP C/4HANA, ServiceNow, SugarCRM
Two alternatives
HubSpot CRM, Zoho CRMTwo alternatives
HubSpot CRM, Microsoft Dynamics 365 SalesFive alternatives
HubSpot CRM, Microsoft Dynamics 365 Sales, Oracle Sales, SAP Sales Cloud, Zoho CRMTwo alternatives
Salesforce Sales Cloud, Zoho CRMGPT-5.4 miniSalesforce Sales Cloudagainst: HubSpot CRMMicrosoft Dynamics 365 Sales, Salesforce Sales CloudChangedSalesforce Sales CloudMicrosoft Dynamics 365 Salesagainst: HubSpot CRM, Salesforce Sales Cloudno first choiceagainst: BUSINESSNEXT, Creatio, HubSpot CRM, Microsoft, Monday.com, Neocrm, Oracle Sales, Pega, SAP Sales Cloud, Salesforce Sales Cloud, SugarAI, Vtiger, Zoho CRM
Three alternatives
Microsoft Dynamics 365 Sales, Oracle Sales, SAP Sales CloudSix alternatives
HubSpot CRM, Microsoft Dynamics 365 Sales, Oracle CRM, Oracle CX, SAP Sales/Service Cloud, Veeva CRMOne alternative
SAP CXGemini 3.5 FlashHubSpot CRM, Salesforce Sales Cloudagainst: Oracle CX, SAP Sales CloudSalesforce Sales CloudChangedagainst: Oracle CX, SAP CXSalesforce Sales CloudCreatioagainst: HubSpot CRM, Salesforce Sales CloudSalesforce Sales Cloudagainst: Airtable, ClickUp, Copper, Freshsales, HubSpot CRM, Keap, Monday.com, Oracle Siebel, Pipedrive, SugarCRM, Zoho CRM
Two alternatives
Microsoft Dynamics 365 Sales, Zoho CRMTwo alternatives
HubSpot Sales Hub, Microsoft Dynamics 365 SalesFive alternatives
HubSpot CRM, Microsoft Dynamics 365 Sales, Oracle CX, SAP Customer Experience, Zoho CRMFour alternatives
Bitrix24, SugarCRM, Zoho CRM, Zoho OneTwo alternatives
HubSpot CRM, Microsoft Dynamics 365 SalesPerplexity SonarSalesforce Sales Cloudagainst: HubSpot CRMSalesforce Sales CloudHeldSalesforce Sales Cloudagainst: PipedriveMicrosoft Dynamics 365 Salesagainst: Salesforce Sales Cloudno first choiceagainst: HubSpot CRM, Keap, Microsoft Dynamics 365 Sales, Oracle Sales, Pipedrive, SAP Sales Cloud, Salesforce Sales Cloud
One alternative
Microsoft Dynamics 365 SalesThree alternatives
Microsoft Dynamics 365 Sales, SAP CX, SAP Sales CloudFive alternatives
HubSpot Sales Hub, Microsoft Dynamics 365 Sales, Oracle Sales, SAP Sales Cloud, Zoho CRMOne alternative
CreatioGrok 4.1 FastSalesforce Sales CloudSalesforce Sales CloudHeldagainst: Oracle CX, SAP Service CloudSalesforce Sales Cloudagainst: HubSpot CRMMicrosoft Dynamics 365 Salesagainst: HubSpot CRM, SAP Sales Cloud, SuiteDash, monday CRMSalesforce Sales Cloudagainst: Freshsales, Pipedriveagainst: Freshsales, HubSpot CRM, Insightly, Less Annoying CRM, Pipedrive, Zoho CRM, monday CRM
Four alternatives
HubSpot CRM, Microsoft Dynamics 365 Sales, Oracle CX, SAP Sales CloudOne alternative
Microsoft Dynamics 365 SalesThree alternatives
Microsoft Dynamics 365 Sales, Oracle CX, SAP Customer ExperienceOne alternative
Salesforce Sales CloudTwo alternatives
HubSpot CRM, Microsoft Dynamics 365 SalesMistral SmallSalesforce Sales CloudSalesforce Sales CloudHeldSalesforce Sales Cloudagainst: HubSpot CRMMicrosoft Dynamics 365 Sales, Salesforce Sales Cloudno first choiceagainst: HubSpot CRM
Three alternatives
Microsoft Dynamics 365 Sales, Oracle CRM, SAP Sales CloudOne alternative
Bitrix24DeepSeek V4 FlashSalesforce Sales CloudSalesforce Sales CloudHeldMicrosoft Dynamics 365 Sales, Salesforce Sales CloudMicrosoft Dynamics 365 Salesagainst: HubSpot CRM, Salesforce Sales CloudSalesforce Sales Cloudagainst: Freshsales, Pipedrive, Zoho CRMagainst: Freshworks CRM, HubSpot CRM, Insightly, Nimble CRM, Pipedrive, Streak, Zoho CRM, Zoho Creator
Two alternatives
HubSpot CRM, Microsoft Dynamics 365 SalesThree alternatives
Microsoft Dynamics 365 Sales, Oracle Sales, SAP Sales CloudThree alternatives
HubSpot CRM, Oracle CX, SAP Sales CloudTwo alternatives
SugarCRM, Zoho CRMTwo alternatives
HubSpot CRM, Microsoft Dynamics 365 SalesLlama 4 MaverickSalesforce Sales CloudSalesforce CRMChangedSalesmateno first choiceno first choiceagainst: Salesforce Sales Cloudnothing named
One alternative
ActiveCampaignOne alternative
CreatioOne alternative
HubSpot Sales HubQwen 3.7 FlashHubSpot CRM, Salesforce Sales CloudSalesforce Sales CloudChangedSalesforce Sales CloudHubSpot CRMMicrosoft Dynamics 365 Sales, Salesforce Sales Cloudagainst: Copper, Pipedrive, Zoho CRMagainst: HubSpot CRM, Microsoft Dynamics 365 Sales, Oracle Siebel, Pipedrive, SAP Hybris Cloud for Customer, Zoho CRM
Three alternatives
Microsoft Dynamics 365 Sales, Oracle Sales, SAP Sales CloudTwo alternatives
Microsoft Dynamics 365 Sales, Oracle CXFour alternatives
HubSpot CRM, Microsoft Dynamics 365 Sales, Oracle CX, SAP Customer ExperienceTwo alternatives
Microsoft Dynamics 365 Sales, Salesforce Sales CloudTwo alternatives
Gainsight, HubSpot Sales/Service HubKimi K2Salesforce Sales CloudSalesforce Sales CloudHeldSalesforce Sales CloudMicrosoft Dynamics 365 Salesagainst: Salesforce Sales CloudSalesforce Sales Cloudagainst: Copper CRM, HubSpot CRM, Monday.com, Pipedrive, Salesforce Sales Cloud, SugarCRM, Zoho CRM
Two alternatives
HubSpot CRM, Microsoft Dynamics 365 SalesTwo alternatives
Microsoft Dynamics 365 Sales, SAP Sales CloudSix alternatives
HubSpot CRM, Microsoft Dynamics 365 Sales, Oracle CX, SAP Customer Experience, SAP Sales Cloud, Zoho CRMThree alternatives
Oracle Siebel CRM, SugarCRM, SuiteCRMTwo alternatives
HubSpot CRM, Microsoft Dynamics 365 SalesGLM 4.7 FlashXSalesforce Sales CloudSalesforce Sales CloudHeldSalesforce Sales CloudMicrosoft Dynamics 365 Salesagainst: Salesforce Sales Cloudno first choiceagainst: Close.io, Freshsales, HubSpot CRM, Monday.com, Zoho CRM
Two alternatives
HubSpot Sales Hub, Microsoft Dynamics 365 SalesTwo alternatives
Microsoft Dynamics 365 Sales, Oracle SalesNine alternatives
Bitrix24, Freshworks CRM, HubSpot CRM, Microsoft Dynamics 365 Sales, Oracle CX, Pipedrive, SAP Sales Cloud, ServiceNow CRM, Zoho CRMOne alternative
Zoho CRMMiniMax M2.5Salesforce Sales CloudSalesforce Sales CloudHeldSalesforce Sales CloudMicrosoft Dynamics 365 Sales, Salesforce Sales Cloudagainst: GoHighLevel, SuiteDashSalesforce Sales Cloudagainst: Pipedriveagainst: Microsoft Dynamics 365 Sales, Salesforce Sales Cloud
Three alternatives
HubSpot CRM, Microsoft Dynamics 365 Sales, Oracle NetSuiteThree alternatives
Microsoft Dynamics 365 Sales, Oracle CX, SAP Sales CloudThree alternatives
HubSpot CRM, Microsoft Dynamics 365 Sales, Oracle CXOne alternative
Bitrix24Two alternatives
HubSpot CRM, Microsoft Dynamics 365 SalesGPT-6 LunaSalesforce Sales CloudSalesforce Sales CloudHeldno first choiceMicrosoft Dynamics 365 Salesno first choiceagainst: HubSpot CRM, Oracle Siebel, Pipedrive, Zoho CRM
Two alternatives
HubSpot Sales Hub, Microsoft Dynamics 365 SalesOne alternative
Microsoft Dynamics 365 SalesFive alternatives
HubSpot Sales Hub, Microsoft Dynamics 365 Sales, Oracle Fusion Cloud Sales, SAP Sales Cloud, Salesforce Sales CloudOne alternative
Salesforce Sales CloudThree alternatives
HubSpot CRM, Microsoft Dynamics 365 Sales, Salesforce Sales CloudMuse Glimmer 30BSalesforce Sales CloudSalesforce Sales CloudHeldSalesforce Sales CloudMicrosoft Dynamics 365 Salesagainst: Salesforce Sales Cloudno first choiceagainst: HubSpot CRM, Pipedrive, Zoho CRM
Four alternatives
Microsoft Dynamics 365 Sales, Oracle CX, SAP Sales Cloud, Zoho CRMOne alternative
Microsoft Dynamics 365 SalesFour alternatives
HubSpot CRM, Microsoft Dynamics 365 Sales, Oracle CX, SAP Customer ExperienceOne alternative
CreatioBold 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 12:00 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:22 | yes | 4 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:28 | yes | 8 | 18 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 13:34 | yes | 23 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:17 | yes | 19 | 7 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:53 | yes | 5 | 12 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 12:16 | yes | 15 | 21 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:49 | yes | 5 | 1 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:52 | no | 0 | 23 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 13:11 | yes | 10 | 12 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:27 | yes | 10 | 31 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 14:12 | no | 0 | 10 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:07 | yes | 3 | 18 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:26 | yes | 15 | 17 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:46 | yes | 9 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 13:28 | yes | 2 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 13:06 | yes | 16 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 10:31 | yes | 23 | 7 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:11 | yes | 15 | 5 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:24 | no | 0 | 1 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:42 | yes | 25 | 45 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:59 | yes | 5 | 1 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:31 | no | 0 | 32 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 13:44 | yes | 10 | 14 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:34 | yes | 18 | 76 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:15 | yes | 5 | 21 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:10 | yes | 1 | 16 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:13 | yes | 15 | 16 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:05 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 13:13 | yes | 4 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:23 | yes | 20 | 29 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 08:45 | yes | 19 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:13 | yes | 23 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:29 | yes | 13 | 27 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 12:31 | yes | 23 | 67 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:19 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 13:09 | no | 0 | 39 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 14:14 | yes | 14 | 34 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 13:54 | yes | 10 | 111 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:39 | yes | 10 | 14 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 13:55 | yes | 2 | 23 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:56 | yes | 12 | 20 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:54 | yes | 16 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 13:03 | yes | 4 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:20 | yes | 16 | 29 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 09:07 | yes | 24 | 5 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 12:44 | yes | 24 | 10 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 14:06 | yes | 14 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:38 | yes | 23 | 30 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:24 | yes | 5 | 1 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:52 | no | 0 | 35 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 13:56 | yes | 24 | 35 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 13:54 | yes | 24 | 26 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 14:07 | yes | 12 | 51 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 13:47 | yes | 3 | 14 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:56 | yes | 21 | 29 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 13:24 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:28 | no | 0 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:35 | no | 0 | 19 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 13:32 | yes | 16 | 8 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:42 | yes | 13 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:30 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:50 | yes | 24 | 60 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 13:26 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 12:28 | yes | 5 | 29 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:54 | yes | 23 | 28 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 12:16 | no | 0 | 10 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:25 | yes | 5 | 19 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:30 | yes | 4 | 22 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 07:48 | yes | 14 | 28 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 13:41 | yes | 17 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 12:03 | yes | 2 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:24 | yes | 18 | 28 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 14:06 | yes | 23 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:04 | yes | 22 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 12:11 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:31 | yes | 24 | 50 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:15 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:10 | no | 0 | 33 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:46 | yes | 25 | 28 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:13 | yes | 25 | 85 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 14:07 | yes | 23 | 52 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 13:53 | yes | 5 | 15 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:47 | 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
HubSpot read as HubSpot CRM
HubSpot (CMS Hub / Enterprise Tier) read as HubSpot CRM
HubSpot (Enterprise Tier) read as HubSpot CRM
HubSpot (Sales Hub / Enterprise tier) read as HubSpot CRM
HubSpot (Sales Hub Enterprise) read as HubSpot CRM
HubSpot (Standard/Starter Tiers) read as HubSpot CRM
Monday Sales CRM read as monday CRM
Oracle read as Oracle Sales
Oracle Fusion CX read as Oracle CX
Oracle Fusion CX Cloud read as Oracle CX
SAP read as SAP Sales Cloud
Salesforce read as Salesforce Sales Cloud
Salesforce (Agentforce Sales) read as Salesforce Sales Cloud
Salesforce (Enterprise Edition) read as Salesforce Sales Cloud
Salesforce (Sales Cloud & Customer 360) read as Salesforce Sales Cloud
Salesforce (Sales Cloud) read as Salesforce Sales Cloud
Zoho read as Zoho CRM
monday sales CRM read as monday CRM
Unresolved, counted raw
BUSINESSNEXT
Close.io
HubSpot Sales/Service Hub (Enterprise tier)
Microsoft
Neocrm
Nimble CRM
Oracle Fusion Cloud Sales
Oracle Siebel CRM
Pega CRM
SAP Hybris Cloud for Customer (C4C)
SAP Sales/Service Cloud
ServiceNow CRM
SugarAI
ZoomInfo Pipeline
Discontinued, still offered
No shut-down product was recommended here.