CRM for enterprise buyers
Asked as “CRM”, and as “customer relationship management system”, on behalf of an enterprise B2B company. 51 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
59%
Clear leader
59Salesforce Sales Cloud31Microsoft Dynamics 365 Sales02Bitrix2408others
59% of first choices, clear leader.
Since October 2026▼−6Since October 2026: 65% → 59%, −6 points. Inside the 11-point floor: within noise.Salesforce Sales Cloud held the lead, −6 points on 65%, 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 CRM65%Clear leader▲+21Since October 2026: 44% → 65%, +21 points. Past the 11-point floor: movement.Standing →Mid-marketHubSpot CRM53%Clear leader▼−6Since October 2026: 59% → 53%, −6 points. Inside the 11-point floor: within noise.Standing →Enterprise
Salesforce Sales Cloud59%Clear leader▼−6Since October 2026: 65% → 59%, −6 points. Inside the 11-point floor: within noise.This page
HubSpot CRM65%Clear leader▲+21Since October 2026: 44% → 65%, +21 points. Past the 11-point floor: movement.Standing →Mid-marketHubSpot CRM53%Clear leader▼−6Since October 2026: 59% → 53%, −6 points. Inside the 11-point floor: within noise.Standing →EnterpriseSalesforce Sales Cloud59%Clear leader▼−6Since October 2026: 65% → 59%, −6 points. Inside the 11-point floor: within noise.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 October 2026
01Salesforce Sales Cloud59%24%72endorsed leader▼−6Since October 2026: 65% → 59%, −6 points. Inside the 11-point floor: within noise.65% → 59%
Salesforce Sales Cloud59%24%72endorsed leader▼−6Since October 2026: 65% → 59%, −6 points. Inside the 11-point floor: within noise.65% → 59%02
Microsoft Dynamics 365 Sales31%6%69endorsed leader▲+9Since October 2026: 22% → 31%, +9 points. Inside the 11-point floor: within noise.22% → 31%
Microsoft Dynamics 365 Sales31%6%69endorsed leader▲+9Since October 2026: 22% → 31%, +9 points. Inside the 11-point floor: within noise.22% → 31%Show the six products at 0%, ordered by negative rate
08
Pipedrive0%57%21criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Pipedrive0%57%21criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%07
Zoho CRM0%36%42criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Zoho CRM0%36%42criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%03HubSpot CRM0%27%56criticized challenger▼−6Since October 2026: 6% → 0%, −6 points. Inside the 11-point floor: within noise.6% → 0%
HubSpot CRM0%27%56criticized challenger▼−6Since October 2026: 6% → 0%, −6 points. Inside the 11-point floor: within noise.6% → 0%04SAP Sales Cloud0%13%30accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
05
Oracle CX0%8%24accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Oracle CX0%8%24accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%06
Oracle Sales0%0%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Oracle Sales0%0%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.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 can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. 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.
For buyers
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.
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 →
010203S04
05060708Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative70%
Key
01Salesforce Sales Cloud59%
Salesforce Sales Cloud59%02Microsoft Dynamics 365 Sales31%
Microsoft Dynamics 365 Sales31%03HubSpot CRM0%
HubSpot CRM0%04SAP Sales Cloud0%
05Oracle CX0%
Oracle CX0%06Oracle Sales0%
Oracle Sales0%07Zoho CRM0%
Zoho CRM0%08Pipedrive0%
Pipedrive0%What they warned about
Nine of fourteen models held their first choice under the paraphrase. Gemini 3.5 Flash, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX 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.
Zoho CRM36%
15 of 42 labels negative · 13 of 14 models · 6 hard negative
“it is not built to scale like Salesforce... "its features don't go far enough to meet the needs of larger organizations."” Muse Glimmer 30B, negative prompt
HubSpot CRM27%
15 of 56 labels negative · 13 of 14 models · 3 hard negative
“No-Code/Low-Code Platform-Centric CRMs ... Why Avoid/Caution? These platforms are designed for SMBs and mid-market teams” Qwen 3.7 Flash, negative prompt
Salesforce Sales Cloud24%
17 of 72 labels negative · 13 of 14 models
“Salesforce Einstein "offers strong compliance credentials but carries high licensing costs and requires dedicated admin resources for large deployments."” Muse Glimmer 30B, negative prompt
Pipedrive57%
12 of 21 labels negative · 11 of 14 models · 7 hard negative
“SMB-focused tools like HubSpot, Zoho, Pipedrive-style pipeline CRMs and no-code builders are typically the ones enterprises avoid” Muse Glimmer 30B, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
69 of 84 answers in this category came back with a source list, from 13 of 14 models: citations where the model returns them, or the search results it consulted. 768 links across 278 sites, every framing counted. Ranked by the number of answers carrying the site or page. The other 1 model searched through a gateway that returned no source list on this edition. 10 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · HubSpot37 answers · 64 citations · 12 models
24 answers · 24 citations · 11 models
24 answers · 24 citations · 8 models
19 answers · 29 citations · 8 models
16 answers · 16 citations · 7 models
vendor site · Salesforce13 answers · 22 citations · 5 models
vendor site · Zoho11 answers · 13 citations · 7 models
11 answers · 11 citations · 7 models
vendor site · HubSpot10 answers · 11 citations · 8 models
vendor site · Prospeo10 answers · 10 citations · 7 models
vendor site · Microsoft9 answers · 16 citations · 6 models
9 answers · 10 citations · 7 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.
30 answers · 9 models
24 answers · 8 models
22 answers · 10 models
16 answers · 7 models
14 answers · 8 models
13 answers · 7 models
11 answers · 7 models
8 answers · 6 models
8 answers · 6 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 | Google ads, last 30 days |
|---|---|---|---|---|---|---|
| Salesforce parent site Salesforce Sales Cloud 59%, Salesforce CRM 0% | 59% | 318 | 550,000 | 60,632 | ||
| Microsoft parent site Microsoft Dynamics 365 Sales 31%, Microsoft Dynamics 365 CRM 0% | 31% | 137 | 2,240,000 | 403,136 | ||
| GoHighLevel gohighlevel.com | 2% | 18 | ||||
| Bitrix24 bitrix24.com | 2% | 49 | 5,400 | 90 | 69,160 | 104 |
| Conduyt conduyt.com | 2% | 1 | ||||
| Kylas kylas.io | 2% | 1 | ||||
| Salesforce Sales Cloud Unlimited | 2% | |||||
| HubSpot parent site HubSpot CRM 0%, HubSpot Sales Hub 0% | 0% | 687 | 368,000 | 9,776 | ||
| SAP Sales Cloud | 0% | 135,000 | 74,309 | |||
| Oracle parent site Oracle CX 0%, Oracle Sales 0% | 0% | 26 | 450,000 | 66,611 |
Google's top ten for the two searches hold 13 sites; 5 of them are among the sites the models cited here (forbes.com, hubspot.com, microsoft.com, salesforce.com, zoho.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 CloudHeldno first choiceConduyt, GoHighLevelno first choiceagainst: Act! CRM, Airtable, OnePageCRM, Oracle Siebel, Pipedrive
Five alternatives
HubSpot CRM, Microsoft Dynamics 365 Sales, Oracle CX, Pipedrive, SAP C/4HANAThree alternatives
Microsoft Dynamics 365 Sales, Oracle Cloud CRM, SAP C/4HANAThree alternatives
HubSpot CRM, Salesforce Sales Cloud, Zoho CRMGPT-5.4 miniSalesforce Sales CloudSalesforce Sales CloudHeldSalesforce Sales CloudMicrosoft Dynamics 365 Salesagainst: Salesforce Sales Cloudno first choiceagainst: Copper, Freshsales, HubSpot CRM, Insightly, Monday.com, Nimble, Pipedrive, Zoho CRM
Two alternatives
HubSpot CRM, Microsoft Dynamics 365 SalesThree alternatives
Microsoft Dynamics 365 Sales, Oracle CX, SAP Sales CloudThree alternatives
Microsoft Dynamics 365 Sales, Oracle Sales, SAP Sales CloudOne alternative
HubSpot CRMGemini 3.5 FlashSalesforce Sales CloudMicrosoft Dynamics 365 Sales, Salesforce Sales CloudChangedSalesforce Sales CloudMicrosoft Dynamics 365 Salesagainst: Salesforce Sales Cloudno first choiceagainst: Airtable, Capsule CRM, Copper, Freshsales, HubSpot CRM, Less Annoying CRM, Monday.com, Notion, Oracle Siebel, Pipedrive, SAP Sales Cloud, Streak, Zoho CRM
Four alternatives
HubSpot Sales Hub, Microsoft Dynamics 365 Sales, Oracle Sales CX, SAP Sales CloudThree alternatives
HubSpot CRM, Oracle Sales, SAP Sales CloudFive alternatives
HubSpot CRM, Microsoft Dynamics 365 Sales, Oracle CX, SAP Customer Experience, Zoho CRMFour alternatives
Creatio, HubSpot CRM, Zoho CRM, Zoho OnePerplexity SonarSalesforce Sales CloudSalesforce Sales CloudHeldMicrosoft Dynamics 365 Sales, Salesforce Sales CloudMicrosoft Dynamics 365 Salesagainst: Salesforce Sales Cloudno first choiceagainst: Bitrix24, HubSpot CRM, Oracle CX, Pipedrive, SAP CX, Salesforce Sales Cloud, Workbooks, Zoho CRM, monday CRM
Two alternatives
HubSpot CRM, Microsoft Dynamics 365 SalesThree alternatives
HubSpot CRM, Microsoft Dynamics 365 Sales, SAP Sales CloudFour alternatives
HubSpot CRM, Oracle CX, SAP Sales Cloud, Zoho CRMOne alternative
Zoho CRMGrok 4.20Salesforce Sales CloudSalesforce Sales CloudHeldMicrosoft Dynamics 365 Sales, Salesforce CRMBitrix24against: HubSpot CRM, Microsoft Dynamics 365 Sales, Oracle Fusion, SAP Sales Cloud, Salesforce Sales Cloudno first choiceagainst: HubSpot CRM, Pipedrive, Salesforce Sales Cloud, Zoho CRM
Two alternatives
HubSpot CRM, Microsoft Dynamics 365 SalesThree alternatives
HubSpot CRM, Microsoft Dynamics 365 Sales, SAP C/4HANASix alternatives
HubSpot CRM, NetSuite, Oracle CRM, SAP Sales Cloud, Zendesk Sell, Zoho CRMMistral SmallSalesforce Sales CloudSalesforce Sales CloudHeldMicrosoft Dynamics 365 Sales, Salesforce Sales CloudMicrosoft Dynamics 365 Salesagainst: Salesforce Sales Cloudno first choiceagainst: HubSpot CRM, Pipedrive, Zoho CRM
Two alternatives
HubSpot CRM, Microsoft Dynamics 365 SalesTwo alternatives
Microsoft Dynamics 365 Sales, Oracle SalesFour alternatives
HubSpot CRM, Oracle CX, Oracle Siebel CRM, Zendesk CRMDeepSeek V4 FlashSalesforce Sales CloudSalesforce Sales CloudHeldagainst: Oracle Fusion, SAP Sales CloudMicrosoft Dynamics 365 Salesagainst: Oracle CX, Siebel, Zoho CRMMicrosoft Dynamics 365 Salesagainst: Salesforce Sales Cloudno first choiceagainst: Copper, Freshsales, HubSpot CRM, Pipedrive, Salesforce Sales Cloud, Zoho CRM, folk, monday CRM
Two alternatives
HubSpot CRM, Microsoft Dynamics 365 SalesOne alternative
Microsoft Dynamics 365 SalesTwo alternatives
SAP Customer Experience, Salesforce Sales CloudOne alternative
Oracle CXLlama 4 MaverickSalesforce Sales CloudSalesforce Sales CloudHeldno first choiceSalesforce Sales CloudSalesforce Sales Cloudagainst: HubSpot CRM, Salesforce Sales Cloud, Zoho CRM
Four alternatives
HubSpot CRM, Microsoft Dynamics 365 Sales, Pipedrive, Zoho CRMFour alternatives
HubSpot CRM, Microsoft Dynamics 365 Sales, Pipedrive, Zoho CRMSeven alternatives
Creatio, HubSpot CRM, Microsoft Dynamics 365 Sales, Oracle Sales, SAP Sales Cloud, SugarCRM, Zoho CRMThree alternatives
Creatio, HubSpot CRM, Microsoft Dynamics 365 SalesQwen 3.7 FlashMicrosoft Dynamics 365 Sales, Salesforce Sales CloudSalesforce Sales CloudChangedSalesforce Sales CloudMicrosoft Dynamics 365 Salesno first choiceagainst: HubSpot CRM, Pipedriveagainst: Airtable, Close, Copper, Dynamics GP, Freshsales, HubSpot CRM, Insightly, Monday.com, Pipedrive, Salesforce Sales Cloud, Siebel, Zoho CRM
One alternative
HubSpot CRMTwo alternatives
HubSpot CRM, Microsoft Dynamics 365 SalesFour alternatives
Adobe Experience Cloud, Microsoft Dynamics 365 Sales, Oracle CX, SAP S/4HANA SalesTwo alternatives
Salesforce Sales Cloud, Zoho CRMKimi K2Microsoft Dynamics 365 Sales, Salesforce Sales CloudMicrosoft Dynamics 365 SalesChangedSalesforce Sales CloudMicrosoft Dynamics 365 Salesagainst: Salesforce Sales CloudSalesforce Sales Cloudagainst: AllClients, Close, Copper, HubSpot CRM, Microsoft Dynamics 365 Sales, Monday.com, Nimble, Pipedrive, SAP Sales Cloud, Salesforce Sales Cloud, Zoho CRM, folk
Two alternatives
HubSpot CRM, Zoho CRMThree alternatives
SAP C/4HANA, SAP Sales Cloud, Salesforce Sales CloudFour alternatives
Adobe Experience Cloud, Microsoft Dynamics 365 Sales, Oracle CX, SAP Sales CloudTwo alternatives
HubSpot CRM, Zoho CRMFour alternatives
HubSpot CRM, Microsoft Dynamics 365 Sales, Oracle Sales, SAP Sales CloudGLM 4.7 FlashXSalesforce Sales CloudMicrosoft Dynamics 365 Sales, Salesforce Sales Cloud UnlimitedChangedSalesforce Sales CloudMicrosoft Dynamics 365 Salesagainst: HubSpot CRM, Salesforce Sales Cloudno first choiceagainst: Zoho CRM, monday CRM
Six alternatives
HubSpot CRM, Microsoft Dynamics 365 Sales, NetSuite, Oracle CX, Siebel, Zoho CRMTwo alternatives
Oracle CX, SAP C/4HANAThree alternatives
Microsoft Dynamics 365 Sales, Oracle CX, SAP Sales CloudOne alternative
Zoho CRMMiniMax M2.5Salesforce Sales Cloudagainst: NetSuite, Oracle Siebel CX, SAP Customer Experience, Zoho CRMSalesforce Sales CloudHeldMicrosoft Dynamics 365 CRM, Salesforce CRMagainst: Oracle Siebel CRM / Oracle Fusion Cloud SalesMicrosoft Dynamics 365 Sales, Salesforce Sales Cloudno first choiceagainst: HubSpot CRM, Microsoft Dynamics 365 Sales, Salesforce Sales Cloud, Zoho CRM
Two alternatives
HubSpot CRM, Microsoft Dynamics 365 SalesTwo alternatives
Microsoft Dynamics 365 Sales, Oracle SalesFour alternatives
HubSpot CRM, NetSuite, SAP Sales Cloud, Zoho CRMOne alternative
HubSpot CRMGPT-6 LunaSalesforce Sales CloudSalesforce Sales CloudHeldno first choiceMicrosoft Dynamics 365 Salesno first choiceagainst: HubSpot CRM, Pipedrive, Salesforce Sales Cloud, Zoho CRM
Three alternatives
HubSpot Sales Hub, Microsoft Dynamics 365 Sales, SAP or Oracle CRMTwo alternatives
Microsoft, SAP Sales CloudFive alternatives
HubSpot CRM, Microsoft Dynamics 365 Sales, Oracle CX, SAP Sales Cloud, Salesforce Sales CloudOne alternative
Salesforce Sales Cloud CoreMuse Glimmer 30BMicrosoft Dynamics 365 Sales, Salesforce Sales CloudSalesforce Sales CloudChangedSalesforce Sales CloudKylasagainst: Microsoft Dynamics 365 Salesno first choiceagainst: HubSpot CRM, Pipedrive, Salesforce Sales Cloud, Zoho CRM
One alternative
HubSpot Sales HubOne alternative
Microsoft Dynamics 365 SalesFive alternatives
Creatio, HubSpot CRM, Microsoft Dynamics 365 Sales, Oracle CX, SAP Sales CloudTwo alternatives
HubSpot CRM, Salesforce Sales CloudBold 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.
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 | 2026-11-01 12:58 | no | 0 | 5 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:19 | yes | 5 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 13:32 | no | 0 | 16 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 17:10 | yes | 10 | 3 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:26 | yes | 5 | 11 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:56 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:26 | yes | 14 | 17 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 08:42 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 08:57 | yes | 5 | 21 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:50 | yes | 9 | 31 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:28 | yes | 20 | 50 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:59 | yes | 5 | 93 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:34 | yes | 4 | 16 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:51 | yes | 13 | 19 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 13:45 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 08:42 | yes | 4 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 15:34 | no | 0 | 13 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 12:58 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:43 | yes | 5 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:11 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:36 | yes | 20 | 31 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:35 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:50 | yes | 5 | 29 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:15 | yes | 9 | 20 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 17:17 | yes | 20 | 122 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 17:29 | no | 0 | 11 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:35 | yes | 3 | 14 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 14:53 | yes | 12 | 14 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:59 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:49 | yes | 4 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:35 | no | 0 | 18 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 17:00 | yes | 10 | 5 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:24 | yes | 5 | 49 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:19 | yes | 5 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:36 | yes | 10 | 28 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:38 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:12 | no | 0 | 24 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:54 | yes | 18 | 34 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:23 | yes | 23 | 60 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:16 | yes | 5 | 31 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:38 | yes | 5 | 14 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 08:43 | yes | 13 | 27 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 15:20 | yes | 18 | 10 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 15:48 | yes | 4 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 15:02 | no | 0 | 17 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 12:45 | yes | 10 | 4 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:28 | yes | 14 | 12 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 17:02 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 14:18 | yes | 25 | 31 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 15:56 | yes | 5 | 4 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:12 | yes | 5 | 15 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:35 | yes | 23 | 39 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:52 | yes | 25 | 38 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:12 | yes | 10 | 133 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:16 | yes | 2 | 11 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 15:03 | yes | 14 | 24 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:33 | yes | 18 | 13 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:05 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:46 | no | 0 | 17 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 16:24 | yes | 10 | 10 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:00 | yes | 10 | 19 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 08:48 | no | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:31 | yes | 20 | 32 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:29 | yes | 5 | 5 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 17:30 | no | 0 | 32 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:13 | yes | 10 | 24 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 08:36 | yes | 12 | 31 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:49 | no | 0 | 24 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 17:22 | yes | 2 | 21 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:40 | yes | 14 | 28 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 08:59 | yes | 17 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:24 | no | 0 | 9 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:02 | no | 0 | 18 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 16:32 | yes | 10 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:25 | yes | 14 | 18 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:08 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:48 | yes | 24 | 34 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:38 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:45 | yes | 21 | 95 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 08:57 | yes | 24 | 62 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:26 | yes | 23 | 191 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:57 | yes | 25 | 67 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:05 | yes | 4 | 19 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:45 | yes | 25 | 33 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 (Base Plans) read as HubSpot CRM
HubSpot (Enterprise Plan) read as HubSpot CRM
HubSpot (Enterprise Tier) read as HubSpot CRM
HubSpot Smart CRM read as HubSpot CRM
Monday Sales CRM read as monday CRM
Oracle read as Oracle Sales
Oracle Fusion Cloud Sales read as Oracle CX
Pega read as Pega CRM
SAP read as SAP Sales Cloud
Salesforce read as Salesforce Sales Cloud
Salesforce (Enterprise Edition) read as Salesforce Sales Cloud
Salesforce (Sales Cloud & Service Cloud) read as Salesforce Sales Cloud
Salesforce (Service Cloud & Sales Cloud) read as Salesforce Sales Cloud
Zoho read as Zoho CRM
Unresolved, counted raw
Act! CRM
AllClients
Close.io
Dynamics GP
Kylas
Microsoft
Oracle Cloud CRM
Oracle Sales CX
Oracle Siebel CRM
Oracle Siebel CRM / Oracle Fusion Cloud Sales
Oracle Siebel CX
SAP S/4HANA Sales
SAP or Oracle CRM
Sales Creatio
Salesforce Sales Cloud Core
Salesforce Sales Cloud Unlimited
Workbooks
Zendesk CRM
Discontinued, still offered
No shut-down product was recommended here.