CRM for small business buyers
Asked as “CRM”, and as “customer relationship management system”, on behalf of a small B2B company. 54 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
65%
Clear leader
65HubSpot CRM15Pipedrive06Bigin by Zoho15others
65% of first choices, clear leader.
Since October 2026▲+21Since October 2026: 44% → 65%, +21 points. Past the 11-point floor: movement.HubSpot CRM held the lead, +21 points on 44%, past the 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.This pageMid-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.Standing →
HubSpot CRM65%Clear leader▲+21Since October 2026: 44% → 65%, +21 points. Past the 11-point floor: movement.This pageMid-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.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01HubSpot CRM65%12%76endorsed leader▲+21Since October 2026: 44% → 65%, +21 points. Past the 11-point floor: movement.44% → 65%
HubSpot CRM65%12%76endorsed leader▲+21Since October 2026: 44% → 65%, +21 points. Past the 11-point floor: movement.44% → 65%02
Pipedrive15%5%66accepted challenger▼−5Since October 2026: 20% → 15%, −5 points. Inside the 11-point floor: within noise.20% → 15%
Pipedrive15%5%66accepted challenger▼−5Since October 2026: 20% → 15%, −5 points. Inside the 11-point floor: within noise.20% → 15%03
Bigin by Zoho6%4%28accepted challenger▼−3Since October 2026: 9% → 6%, −3 points. Inside the 11-point floor: within noise.9% → 6%
Bigin by Zoho6%4%28accepted challenger▼−3Since October 2026: 9% → 6%, −3 points. Inside the 11-point floor: within noise.9% → 6%04
Nutshell6%0%11accepted challenger▲+6Since October 2026: 0% → 6%, +6 points. Inside the 11-point floor: within noise.0% → 6%
Nutshell6%0%11accepted challenger▲+6Since October 2026: 0% → 6%, +6 points. Inside the 11-point floor: within noise.0% → 6%Show the six products at 0%, ordered by negative rate
10Salesforce Sales Cloud0%65%40criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Salesforce Sales Cloud0%65%40criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%09
Salesforce CRM0%64%11criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Salesforce CRM0%64%11criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%05
Zoho CRM0%11%61accepted challenger▼−9Since October 2026: 9% → 0%, −9 points. Inside the 11-point floor: within noise.9% → 0%
Zoho CRM0%11%61accepted challenger▼−9Since October 2026: 9% → 0%, −9 points. Inside the 11-point floor: within noise.9% → 0%08
monday CRM0%8%12accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
monday CRM0%8%12accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%06
Freshsales0%3%36accepted challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise.4% → 0%
Freshsales0%3%36accepted challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 11-point floor: within noise.4% → 0%07
Less Annoying CRM0%0%21accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Less Annoying CRM0%0%21accepted 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 small business.
One product takes 65% of first choices here, so the chart would put nine 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. Two products carry a negative rate above 25% in this category.
What they warned about
Five of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Grok 4.20, Mistral Small, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5 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.
Salesforce Sales Cloud65%
26 of 40 labels negative · 12 of 14 models · 9 hard negative
“Often excessive for small teams unless sales processes are complex... Setup, customization, consulting, and ongoing administration can outweigh the benefits.” Perplexity Sonar, negative prompt
HubSpot CRM12%
9 of 76 labels negative · 9 of 14 models · 3 hard negative
“When to avoid: If you anticipate growth without a clear budget for upgrades, or if you want a truly lean setup.” Grok 4.20, negative prompt
Salesforce CRM64%
7 of 11 labels negative · 7 of 14 models · 1 hard negative
“This is generally too expensive and complex for very small teams (1–3 people).” Mistral Small, negative prompt
Zoho CRM11%
7 of 61 labels negative · 7 of 14 models · 1 hard negative
“Zoho CRM has the lowest rating on this list 4.40 and the weakest support score 4.08"... "Zoho's so damn bloaty and slow” 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
65 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. 598 links across 188 sites, every framing counted. Ranked by the number of answers carrying the site or page. 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.
27 answers · 30 citations · 11 models
18 answers · 18 citations · 8 models
vendor site · Salesforce16 answers · 18 citations · 7 models
vendor site · HubSpot15 answers · 17 citations · 6 models
vendor site · Capterra14 answers · 28 citations · 9 models
vendor site · Pipedrive13 answers · 17 citations · 7 models
vendor site · Nutshell13 answers · 14 citations · 9 models
13 answers · 13 citations · 7 models
vendor site · Salesflare12 answers · 19 citations · 7 models
11 answers · 11 citations · 5 models
10 answers · 10 citations · 7 models
10 answers · 10 citations · 6 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.
18 answers · 8 models
17 answers · 10 models
11 answers · 5 models
10 answers · 7 models
10 answers · 6 models
9 answers · 6 models
8 answers · 7 models
8 answers · 5 models
8 answers · 6 models
7 answers · 4 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 |
|---|---|---|---|---|---|---|---|---|
| HubSpot parent site HubSpot CRM 65%, HubSpot Sales Hub 6% | 70% | 687 | 368,000 | 9,776 | ||||
| Pipedrive pipedrive.com | 15% | 360 | 49,500 | 598 | 418,149 | $55 | 97 | 8 |
| Zoho bigin.com Bigin by Zoho 6% | 6% | 74 | 210 | 33 | 1,980 | 0 | ||
| Nutshell nutshell.com | 6% | 31 | 22,200 | 4,189 | 25,099 | 37 | ||
| Salesflare salesflare.com | 2% | 26 | 720 | 9 | 23,804 | 1 | ||
| Agile CRM agilecrm.com | 2% | 14 | ||||||
| Zoho parent site Zoho CRM 0%, Zoho CRM or Bigin 0% | 0% | 331 | 49,500 | 660 | ||||
| Freshsales freshworks.com | 0% | 138 | 1,600 | 38 | 111,586 | $14,486 | 113 | |
| Less Annoying CRM lessannoyingcrm.com | 0% | 39 | 6,600 | 15 | 7,648 | 6 | ||
| monday CRM monday.com monday CRM 0%, Monday.com 0% | 0% | 98 | 74,000 | 3,467 | 691,961 | $164 | 119 | 5 |
Google's top ten for the two searches hold 13 sites; 3 of them are among the sites the models cited here (hubspot.com, pipedrive.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 a small B2B company?”Paraphrase“Which customer relationship management system would you recommend to a small business that sells to other businesses?”Comparative“What are the top CRMs for a small team and how do they differ?”Budget-constrained“What is the best CRM for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a CRM. What should we look at?”Negative“Which CRMs should a small business avoid or be cautious about?”
Claude Haiku 4.5HubSpot CRMagainst: Salesforce Sales CloudHubSpot CRM, PipedriveChangedNetHuntno first choiceno first choiceagainst: Act!, Bigin by Zoho, Keap, Microsoft Dynamics CRM, Salesforce Sales Cloud
Three alternatives
Freshsales, Pipedrive, Zoho CRMTwo alternatives
Salesforce Sales Cloud, Zoho CRMSeven alternatives
Bigin by Zoho, Capsule CRM, HubSpot CRM, Less Annoying CRM, Pipedrive, Zoho CRM, monday CRMGPT-5.4 miniPipedriveHubSpot CRMChangedagainst: Salesforce CRMHubSpot CRMHubSpot CRMno first choicenothing named
Two alternatives
HubSpot CRM, Salesforce CRMOne alternative
PipedriveSix alternatives
Bigin by Zoho, Freshsales, Pipedrive, Salesforce CRM, Zoho CRM, monday CRMThree alternatives
Bigin by Zoho, Freshsales, PipedriveGemini 3.5 FlashHubSpot CRMHubSpot CRMHeldHubSpot CRMagainst: Salesforce CRMHubSpot CRMno first choiceagainst: Act!, GoHighLevel, GoldMine, HubSpot CRM, Keap, Microsoft Dynamics 365 Sales, Oracle CX, SAP Sales Cloud, Salesforce Sales Cloud, SugarCRM
Four alternatives
Close, Pipedrive, Salesforce Sales Cloud, Zoho CRMThree alternatives
Close, Pipedrive, Zoho CRMFive alternatives
Bigin by Zoho, Freshsales, Pipedrive, Zoho CRM, monday CRMFive alternatives
Bigin by Zoho, Bitrix24, Freshsales, Less Annoying CRM, Zoho CRMPerplexity SonarPipedriveagainst: Salesforce Sales CloudHubSpot CRMChangedagainst: Salesforce CRMHubSpot CRMagainst: Salesforce Sales CloudBigin by Zohoagainst: Pipedriveno first choiceagainst: GoHighLevel, HubSpot CRM, Salesforce Sales Cloud, Zoho CRM
Four alternatives
HubSpot CRM, Nutshell, Salesflare, Zoho CRM or BiginThree alternatives
Freshsales, Pipedrive, Zoho CRMFive alternatives
Bigin by Zoho, Freshsales, Pipedrive, Zoho CRM, monday CRMThree alternatives
Freshsales, HubSpot CRM, Zoho CRMGrok 4.20HubSpot CRMagainst: Salesforce Sales CloudHubSpot CRM, PipedriveChangedagainst: Salesforce Sales CloudHubSpot CRMHubSpot CRMno first choiceagainst: Salesforce Sales Cloudagainst: Freshsales, HubSpot CRM, Pipedrive, Salesforce Sales Cloud, Zoho CRM
Four alternatives
Bigin by Zoho, Nutshell, Pipedrive, Zoho CRMOne alternative
Zoho CRM or BiginFive alternatives
Freshsales, Less Annoying CRM, Pipedrive, Salesforce Sales Cloud, Zoho CRMTwo alternatives
Less Annoying CRM, Zoho CRM or BiginFour alternatives
HubSpot CRM, Microsoft Dynamics 365 Sales, Pipedrive, Zoho CRMMistral SmallNutshellno first choiceChangedHubSpot CRM, Pipedriveagainst: Salesforce Sales CloudAgile CRM, HubSpot CRMno first choiceagainst: HubSpot CRM, Salesforce CRM
Three alternatives
HubSpot CRM, Pipedrive, Zoho CRMFour alternatives
EngageBay, Freshsales, Less Annoying CRM, Zoho CRMTwo alternatives
Bigin by Zoho, FreshsalesDeepSeek V4 FlashHubSpot CRMagainst: Salesforce CRMHubSpot CRMHeldHubSpot CRMagainst: Salesforce Sales Cloud, monday CRMHubSpot CRMno first choiceagainst: Salesforce Sales Cloudagainst: Insightly, Keap, Salesforce Sales Cloud, SugarCRM, Zoho CRM
Five alternatives
Bigin by Zoho, Copper, Pipedrive, Salesflare, Zoho CRMThree alternatives
Pipedrive, Salesflare, Zoho CRMThree alternatives
Freshsales, Pipedrive, Zoho CRMThree alternatives
Bigin by Zoho, Freshsales, Less Annoying CRMLlama 4 MaverickHubSpot CRM, HubSpot Sales HubHubSpot CRM, HubSpot Sales HubHeldno first choiceHubSpot CRMno first choicenothing named
Five alternatives
Baserow, Copper, Pipedrive, Salesflare, Zoho CRMFive alternatives
Baserow, Copper, Pipedrive, Salesflare, Zoho CRMSeven alternatives
ActiveCampaign, EngageBay, Freshsales, Nutshell, Pipedrive, Salesmate, Zoho CRMQwen 3.7 FlashHubSpot CRMHubSpot CRMHeldHubSpot CRMHubSpot CRMHubSpot CRM, Pipedriveagainst: Dynamics 365against: Copper, Microsoft Dynamics 365 Sales, Oracle NetSuite, Salesforce Sales Cloud
Three alternatives
Close, Pipedrive, Zoho CRMThree alternatives
Keap, Pipedrive, Zoho CRMFour alternatives
Freshsales, Pipedrive, Salesforce Sales Cloud, Zoho CRMThree alternatives
Freshsales, Pipedrive, Zoho CRMTwo alternatives
Freshsales, Zoho OneKimi K2SalesflareHubSpot CRMChangedHubSpot CRMagainst: Salesforce Sales CloudHubSpot CRMagainst: Bitrix24HubSpot CRM, Pipedriveagainst: Dynamics 365, Salesforce Sales Cloudagainst: HubSpot CRM, Microsoft Dynamics 365 CRM, Nimble CRM, Salesforce Sales Cloud, Zoho CRM
Five alternatives
Bigin by Zoho, HubSpot CRM, Less Annoying CRM, Pipedrive, Zoho CRMTwo alternatives
Pipedrive, Zoho CRMThree alternatives
Freshsales, Pipedrive, Zoho CRMOne alternative
Bigin by ZohoThree alternatives
Freshsales, Nutshell, Zoho CRMGLM 4.7 FlashXPipedriveBigin by Zoho, HubSpot CRMChangedHubSpot CRMagainst: Salesforce Sales CloudHubSpot CRMno first choiceagainst: Agile CRM, Apptivo, HubSpot CRM, Monday.com, Salesforce Sales Cloud, Zoho CRM
Three alternatives
Bigin by Zoho, HubSpot CRM, Salesforce Sales CloudThree alternatives
OnePageCRM, Pipedrive, Zoho CRMTwo alternatives
Pipedrive, Zoho CRMFour alternatives
Bigin by Zoho, Freshsales, Less Annoying CRM, Zoho CRMMiniMax M2.5NutshellHubSpot CRMChangedHubSpot CRMagainst: Salesforce Sales CloudHubSpot CRM, NutshellHubSpot CRMagainst: Salesforce Sales Cloudagainst: Agile CRM, HubSpot CRM, Pipedrive, Salesforce Sales Cloud
Four alternatives
Bigin by Zoho, HubSpot CRM, Pipedrive, Zoho CRMThree alternatives
Pipedrive, Zoho CRM, monday CRMFive alternatives
Freshsales, Less Annoying CRM, Monday.com, Pipedrive, Zoho CRMThree alternatives
Bigin by Zoho, EngageBay, Less Annoying CRMThree alternatives
Freshsales, Pipedrive, Zoho CRMGPT-6 LunaHubSpot CRMHubSpot CRMHeldHubSpot CRMagainst: Salesforce CRMBigin by ZohoPipedriveagainst: Microsoft Dynamics 365 Sales, Salesforce Sales Cloudagainst: HubSpot CRM, Microsoft Dynamics 365 Sales, Salesforce Sales Cloud, Zoho CRM
Three alternatives
Pipedrive, Salesforce Sales Cloud, Zoho CRMTwo alternatives
Pipedrive, Zoho CRMThree alternatives
Freshsales, Pipedrive, Zoho CRMTwo alternatives
Freshsales, HubSpot CRMTwo alternatives
HubSpot CRM, Zoho CRMMuse Glimmer 30BHubSpot CRM, HubSpot Sales HubHubSpot CRMChangedHubSpot CRMagainst: Salesforce CRMHubSpot CRMno first choiceagainst: HubSpot CRM, Salesforce Sales Cloud, Zoho CRM
Three alternatives
Pipedrive, Salesforce Sales Cloud, Zoho CRMTwo alternatives
Pipedrive, Zoho CRMFive alternatives
Less Annoying CRM, Nutshell, Pipedrive, Zoho CRM, monday CRMFive alternatives
Bigin by Zoho, Freshsales, Nutshell, Pipedrive, Zoho CRMBold 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 08:48 | no | 0 | 4 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:27 | yes | 2 | 4 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 13:41 | no | 0 | 14 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 13:22 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:07 | yes | 5 | 13 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:27 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:22 | yes | 9 | 16 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 16:27 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:58 | no | 0 | 25 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:22 | yes | 5 | 18 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:46 | yes | 5 | 16 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 16:20 | yes | 5 | 27 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:42 | yes | 4 | 13 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:59 | yes | 14 | 22 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 15:04 | no | 0 | 5 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:00 | yes | 3 | 4 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 16:06 | no | 0 | 12 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 10:36 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:34 | yes | 5 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 08:41 | no | 0 | 1 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:26 | yes | 18 | 18 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:58 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:45 | no | 0 | 23 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:38 | yes | 5 | 26 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 16:43 | yes | 10 | 34 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:42 | yes | 5 | 23 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 14:23 | yes | 2 | 11 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:58 | yes | 12 | 15 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:00 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:38 | yes | 2 | 8 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 11:23 | no | 0 | 17 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 12:59 | yes | 10 | 5 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:25 | yes | 5 | 15 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:37 | yes | 5 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:59 | yes | 20 | 34 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:20 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:08 | yes | 5 | 25 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:12 | yes | 10 | 23 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:43 | yes | 25 | 47 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 13:05 | no | 0 | 12 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:41 | yes | 5 | 19 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:24 | yes | 10 | 23 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 08:44 | no | 0 | 4 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:41 | yes | 2 | 4 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 08:43 | no | 0 | 13 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 17:18 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:25 | yes | 5 | 9 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:55 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 16:36 | yes | 10 | 20 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:18 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:48 | no | 0 | 27 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 13:39 | yes | 5 | 32 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:40 | yes | 25 | 65 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:38 | yes | 5 | 17 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:29 | yes | 3 | 7 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 14:44 | yes | 14 | 18 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 13:07 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:45 | no | 0 | 4 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 16:14 | no | 0 | 18 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 16:31 | yes | 10 | 8 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:40 | yes | 5 | 11 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:20 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:19 | yes | 10 | 22 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:32 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 17:04 | no | 0 | 26 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:57 | yes | 18 | 29 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 13:04 | yes | 10 | 32 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 13:22 | no | 0 | 17 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:07 | yes | 4 | 19 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:40 | yes | 14 | 21 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:43 | yes | 19 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:49 | no | 0 | 4 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 09:34 | yes | 9 | 18 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 11:03 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:15 | yes | 25 | 19 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:54 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:21 | yes | 24 | 25 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:19 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:18 | yes | 5 | 32 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 08:48 | yes | 25 | 59 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:33 | yes | 15 | 26 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:32 | yes | 9 | 29 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:47 | yes | 4 | 18 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:08 | yes | 23 | 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.
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Category-scoped readings
HubSpot read as HubSpot CRM
HubSpot (Professional Plans) read as HubSpot CRM
HubSpot (Sales Hub/CRM) read as HubSpot CRM
HubSpot Smart CRM read as HubSpot CRM
Monday Sales CRM read as monday CRM
Monday.com Sales CRM read as monday CRM
Salesforce read as Salesforce Sales Cloud
Salesforce (Sales Cloud) read as Salesforce Sales Cloud
Salesforce (Starter / Pro) read as Salesforce Sales Cloud
Salesforce (Starter Suite / Essentials) read as Salesforce Sales Cloud
Zoho read as Zoho CRM
Unresolved, counted raw
Freshsales Suite
HubSpot Sales
NetHunt
Nimble CRM
Salesmate.io
Discontinued, still offered
No shut-down product was recommended here.