CRM for small business buyers
Asked as “CRM”, and as “customer relationship management system”, on behalf of a small B2B company. 46 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
50%
Clear leader
50HubSpot CRM22Pipedrive11Zoho CRM17others
50% of first choices, clear leader.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the four products at 0%, ordered by negative rate
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not small business.
All twenty-eight head-to-head pages: the top eight products, each against each
HubSpot CRM vs PipedriveHubSpot CRM vs FreshsalesHubSpot CRM vs Less Annoying CRMHubSpot CRM vs NutshellHubSpot Sales Hub vs Zoho CRMHubSpot Sales Hub vs Salesforce Sales CloudHubSpot Sales Hub vs PipedriveHubSpot Sales Hub vs FreshsalesHubSpot Sales Hub vs Less Annoying CRMHubSpot Sales Hub vs NutshellZoho CRM vs Salesforce Sales CloudZoho CRM vs PipedriveZoho CRM vs FreshsalesZoho CRM vs Less Annoying CRMZoho CRM vs NutshellSalesforce Sales Cloud vs PipedriveSalesforce Sales Cloud vs FreshsalesSalesforce Sales Cloud vs Less Annoying CRMSalesforce Sales Cloud vs NutshellPipedrive vs FreshsalesPipedrive vs Less Annoying CRMPipedrive vs NutshellFreshsales vs Less Annoying CRMFreshsales vs NutshellLess Annoying CRM vs Nutshell
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
05
06
07
08
09
10Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative70%
Key
01HubSpot CRM50%
HubSpot CRM50%02Pipedrive22%
Pipedrive22%03Zoho CRM11%
Zoho CRM11%04Salesflare9%
Salesflare9%05Bigin by Zoho4%
Bigin by Zoho4%06Less Annoying CRM2%
Less Annoying CRM2%07Freshsales0%
Freshsales0%08EngageBay0%
EngageBay0%09Microsoft Dynamics 365 Sales0%
Microsoft Dynamics 365 Sales0%10Salesforce Sales Cloud0%
Salesforce Sales Cloud0%What they warned about
Four of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Mistral Small, DeepSeek V4 Flash, Qwen 3.7 Flash and Kimi K2 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 Cloud77%
27 of 35 labels negative · 11 of 12 models · 7 hard negative
“Why to avoid: Despite being marketed as "small business friendly," it's consistently described as a "time-sucking nightmare" for SMBs” Mistral Small, negative prompt
Microsoft Dynamics 365 Sales82%
9 of 11 labels negative · 9 of 12 models · 3 hard negative
“Why to avoid: Like Salesforce, Dynamics is incredibly powerful but highly rigid and complex.” Gemini 3.5 Flash, negative prompt
HubSpot CRM12%
7 of 60 labels negative · 7 of 12 models · 2 hard negative
“flag enterprise-tier HubSpot as something small businesses should avoid if they do not need large-company features” Perplexity Sonar, negative prompt
Zoho CRM14%
8 of 56 labels negative · 7 of 12 models
“reviewers sometimes mention pricing complexity, hidden fees, support quality, and setup/customization effort—so they’re worth a careful trial” GPT-5.4 mini, negative prompt
What they cite
Four of the twelve models returned a source list in this edition: four return the pages they cited.
Sites the answers cite
17 of 72 answers in this category came back with a source list, from 4 of 12 models: citations where the model returns them, or the search results it consulted. 217 links across 96 sites, every framing counted. Ranked by the number of answers carrying the site or page. The other 8 models searched through a gateway that returned no source list on this edition.
vendor site · Reddit8 answers · 9 citations · 2 models
8 answers · 8 citations · 3 models
vendor site · Nutshell8 answers · 8 citations · 3 models
vendor site · Salesflare7 answers · 9 citations · 3 models
7 answers · 8 citations · 2 models
6 answers · 7 citations · 2 models
vendor site · Zapier6 answers · 6 citations · 2 models
5 answers · 5 citations · 2 models
5 answers · 5 citations · 1 model
5 answers · 5 citations · 2 models
vendor site · YouTube4 answers · 7 citations · 1 model
vendor site · Salesforce4 answers · 5 citations · 3 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
8 answers · 3 models
6 answers · 2 models
5 answers · 1 model
5 answers · 1 model
5 answers · 1 model
5 answers · 2 models
4 answers · 2 models
4 answers · 1 model
4 answers · 1 model
4 answers · 1 model
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 50%, HubSpot Sales Hub 0%, HubSpot Sales Starter 0% | 50% | 687 | 368,000 | 9,776 | ||||
| Pipedrive pipedrive.com | 22% | 360 | 49,500 | 598 | 418,149 | $55 | 97 | 8 |
| Zoho parent site Zoho CRM 11% | 11% | 331 | 49,500 | 660 | ||||
| Salesflare salesflare.com | 9% | 26 | 720 | 9 | 23,804 | 1 | ||
| Zoho bigin.com Bigin by Zoho 4% | 4% | 74 | 210 | 33 | 1,980 | 0 | ||
| Less Annoying CRM lessannoyingcrm.com | 2% | 39 | 6,600 | 15 | 7,648 | 6 | ||
| Close close.com | 2% | 120 | 368,000 | 1,940,083 | 168,266 | $2,188 | 18 | |
| Freshsales freshworks.com Freshsales 0%, Freshworks CRM 0% | 0% | 138 | 1,600 | 38 | 111,586 | $14,486 | 113 | |
| EngageBay engagebay.com | 0% | 40 | 880 | 8 | 67,570 | 1 | ||
| Copper copper.com | 0% | 17 |
Google's top ten for the two searches hold 13 sites; 4 of them are among the sites the models cited here (forbes.com, reddit.com, salesforce.com, zapier.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 4.5no first choiceagainst: Salesforce Sales CloudHubSpot CRM, PipedriveChangedagainst: Salesforce Sales Cloudno first choiceHubSpot CRM, Zoho CRMagainst: Waveno first choiceagainst: Microsoft Dynamics 365 Sales, Salesforce Sales Cloud
Two alternatives
Microsoft Dynamics 365 Sales, Zoho CRMGPT-5.4 miniHubSpot CRMagainst: Salesforce Sales CloudPipedriveChangedHubSpot CRMHubSpot CRMno first choiceagainst: LocaliQ, Zoho CRM
Three alternatives
Freshsales, Pipedrive, Zoho CRMTwo alternatives
Bigin by Zoho, Salesforce CRMThree alternatives
Freshsales, Pipedrive, Zoho CRMOne alternative
Zoho CRMGemini 3.5 FlashPipedriveHubSpot CRMChangedPipedriveHubSpot CRMagainst: Salesforce Sales Cloud, Zoho CRMPipedriveagainst: Salesforce Sales Cloudagainst: HubSpot CRM, Microsoft Dynamics 365 Sales, Oracle NetSuite CRM, SAP Customer Experience, Salesforce Sales Cloud, SugarCRM, Zoho CRM
Five alternatives
Copper, HubSpot CRM, NetHunt CRM, Nutshell, Zoho CRMThree alternatives
Copper, Pipedrive, Zoho CRMFour alternatives
Bigin by Zoho, HubSpot CRM, Less Annoying CRM, monday CRMThree alternatives
Bigin by Zoho, Freshsales, Less Annoying CRMFive alternatives
ClickUp, Copper, HubSpot CRM, Monday.com, Zoho CRMPerplexity SonarSalesflarePipedriveChangedHubSpot CRMHubSpot CRMno first choiceagainst: HubSpot CRM, Microsoft Dynamics 365 Sales, Salesforce Sales Cloud
Five alternatives
HubSpot CRM, HubSpot Sales Hub, Nutshell, Pipedrive, Zoho CRMThree alternatives
HubSpot CRM, Salesflare, Zoho CRMFive alternatives
Bigin by Zoho, Freshsales, Pipedrive, Zoho CRM, monday CRMThree alternatives
Bigin by Zoho, Less Annoying CRM, Zoho CRMGrok 4.20HubSpot CRMagainst: Salesforce Sales CloudHubSpot CRMHeldagainst: Salesforce Sales CloudHubSpot CRMHubSpot CRM, Zoho CRMno first choiceagainst: HubSpot CRM, Microsoft Dynamics 365 Sales, NetSuite, Oracle CX, SAP Sales Cloud, Salesforce Sales Cloud, Zoho CRM
Four alternatives
Freshsales, Pipedrive, Salesflare, Zoho CRMFour alternatives
Freshsales, Pipedrive, Salesflare, Zoho CRMFive alternatives
Bigin by Zoho, Freshsales, Pipedrive, Salesforce CRM, Zoho CRMFour alternatives
Bigin by Zoho, Capsule CRM, Freshsales, PipedriveMistral SmallPipedriveSalesflareChangedagainst: Salesforce Sales CloudSalesflareHubSpot CRMno first choiceagainst: Microsoft Dynamics 365 Sales, Salesforce Sales Cloudagainst: Close, Freshsales, HubSpot CRM, Insightly, Salesforce Sales Cloud, Zoho CRM, monday CRM
Three alternatives
Freshsales, HubSpot CRM, Zoho CRMThree alternatives
EngageBay, HubSpot CRM, HubSpot Sales HubSix alternatives
Bigin by Zoho, Freshsales, HubSpot CRM, Pipedrive, Salesforce CRM, Zoho CRMFour alternatives
EngageBay, Less Annoying CRM, Zoho CRM, monday CRMDeepSeek V4 FlashSalesflareagainst: Salesforce Sales CloudHubSpot CRMChangedHubSpot CRMagainst: Salesforce Sales CloudZoho CRMno first choiceagainst: HubSpot CRM, Pipedrive, Salesforce Sales Cloud, SugarCRM, Zoho CRM
Four alternatives
HubSpot CRM, HubSpot Sales Hub, Pipedrive, Zoho CRMTwo alternatives
Pipedrive, Zoho CRMFour alternatives
Freshsales, Pipedrive, Salesflare, Zoho CRMFive alternatives
Bigin by Zoho, EngageBay, Freshsales, HubSpot CRM, Less Annoying CRMLlama 4 MaverickHubSpot CRMHubSpot CRMHeldno first choiceBigin by Zohono first choiceagainst: Salesforce Sales Cloud
Four alternatives
Freshsales, Pipedrive, Salesflare, Zoho CRMThree alternatives
Freshsales, Pipedrive, Zoho CRMOne alternative
HubSpot's free planQwen 3.7 FlashHubSpot CRM, PipedriveHubSpot CRMChangedHubSpot CRMagainst: Salesforce Sales CloudHubSpot CRMClose, Pipedriveagainst: Salesforce Sales Cloudagainst: Microsoft Dynamics 365 Sales, Oracle CX, SAP Sales Cloud, Salesforce Sales Cloud
One alternative
Zoho CRMThree alternatives
Close, Pipedrive, Zoho CRMThree alternatives
Freshsales, Pipedrive, Zoho CRMTwo alternatives
Bigin by Zoho, Less Annoying CRMThree alternatives
Freshsales, HubSpot CRM, Zoho CRMKimi K2HubSpot CRM, SalesflarePipedriveChangedagainst: Salesforce Sales CloudHubSpot CRMagainst: KeapZoho CRMPipedriveagainst: Salesforce Sales Cloudagainst: HubSpot CRM, Keap, Microsoft Dynamics 365 Sales, Oracle CX, SAP Sales Cloud, Salesforce Sales Cloud, Zoho CRM
Three alternatives
Freshsales, Pipedrive, Zoho CRMTwo alternatives
HubSpot CRM, SalesflareFive alternatives
Bigin by Zoho, Freshsales, Pipedrive, Salesflare, Zoho CRMThree alternatives
Bitrix24, EngageBay, HubSpot CRMThree alternatives
Freshsales, HubSpot Sales Starter, Zoho CRMGLM 4.7 FlashXHubSpot CRMHubSpot CRMHeldSalesflareagainst: PipedriveHubSpot CRM, Zoho CRMno first choiceagainst: HubSpot Sales Hub, Insightly, Microsoft Dynamics 365 Sales, Pipedrive, Zoho CRM
Two alternatives
Pipedrive, Zoho CRMFour alternatives
Monday.com, Pipedrive, Salesforce Sales Cloud, Zoho CRMFive alternatives
ActiveCampaign, EngageBay, Freshsales, HubSpot CRM, Salesforce CRMTwo alternatives
Less Annoying CRM, PipedriveMiniMax M2.5HubSpot CRMHubSpot CRMHeldHubSpot CRM, Pipedriveagainst: Salesforce Sales CloudBigin by Zoho, Less Annoying CRMno first choiceagainst: Microsoft Dynamics 365 Sales, Salesforce Sales Cloudagainst: ActiveCampaign, Capsule CRM, HubSpot CRM, Less Annoying CRM, Salesforce Sales Cloud, monday CRM
Two alternatives
Pipedrive, Zoho CRMFour alternatives
Copper, Freshsales, Pipedrive, Zoho CRMThree alternatives
Less Annoying CRM, Salesflare, Zoho CRMThree alternatives
Freshsales, Monday.com, PipedriveSix alternatives
Copper, Freshsales, HubSpot CRM, Less Annoying CRM, 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.
Seventy-two rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:04 | no | 0 | 6 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 22:54 | no | 0 | 3 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:09 | yes | 13 | 19 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 04:02 | yes | 20 | 5 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-14 23:08 | yes | 0 | 6 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:27 | yes | 0 | 9 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-14 23:22 | yes | 0 | 27 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:03 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:55 | yes | 0 | 16 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:57 | yes | 0 | 23 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 03:15 | yes | 0 | 66 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:05 | no | 0 | 6 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 00:59 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:19 | yes | 2 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:37 | yes | 12 | 18 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-14 23:51 | yes | 20 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 02:54 | yes | 0 | 5 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:57 | yes | 0 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 03:57 | yes | 0 | 11 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:26 | yes | 0 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:05 | no | 0 | 27 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:25 | yes | 0 | 27 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:53 | no | 0 | 22 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:10 | no | 0 | 7 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:49 | yes | 8 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 01:04 | yes | 4 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:32 | yes | 18 | 21 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 04:00 | yes | 20 | 7 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 04:00 | yes | 0 | 6 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:47 | yes | 0 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 02:32 | yes | 0 | 13 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 23:30 | yes | 0 | 1 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:10 | yes | 0 | 35 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:54 | yes | 0 | 30 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 23:25 | yes | 0 | 47 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:37 | yes | 0 | 15 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:09 | no | 0 | 4 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 00:50 | yes | 2 | 3 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:17 | yes | 10 | 18 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-15 02:06 | yes | 20 | 5 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 02:23 | yes | 0 | 6 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:12 | yes | 0 | 8 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 03:03 | yes | 0 | 23 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:13 | yes | 0 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:55 | yes | 0 | 20 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 01:45 | yes | 0 | 27 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 23:03 | yes | 0 | 49 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 01:17 | yes | 0 | 10 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 01:00 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 02:03 | no | 0 | 6 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:08 | no | 0 | 15 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 04:48 | yes | 20 | 8 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 05:06 | yes | 0 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 04:15 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-14 23:49 | yes | 0 | 16 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:14 | yes | 0 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 22:52 | yes | 0 | 29 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 01:13 | yes | 0 | 64 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:19 | yes | 0 | 82 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:15 | no | 0 | 11 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 01:40 | yes | 15 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 02:53 | yes | 5 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:10 | yes | 8 | 22 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-15 00:19 | yes | 20 | 6 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 01:20 | yes | 0 | 8 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:16 | yes | 0 | 12 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 02:37 | yes | 0 | 27 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:57 | yes | 0 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:17 | yes | 0 | 38 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 00:39 | yes | 0 | 54 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 03:59 | yes | 0 | 56 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:57 | yes | 0 | 31 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
Freshworks read as Freshsales
HubSpot read as HubSpot CRM
SAP read as SAP Sales Cloud
Salesforce read as Salesforce Sales Cloud
Salesforce (Starter) read as Salesforce Sales Cloud
Zoho read as Zoho CRM
Zoho (incl. Bigin) read as Zoho CRM
monday Sales CRM read as monday CRM
Unresolved, counted raw
Day.ai
Freshsales Sprout Plan
HubSpot's free plan
Discontinued, still offered
No shut-down product was recommended here.