Email marketing platforms for small business buyers
Asked as “email marketing platform”, and as “email marketing tool”, on behalf of a small B2B company. 50 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Gane, the publisher, sells software in this category. Every product here is measured by the same method as in every other category. How the conflict is handled.
Standing · first-choice share
36%
Contested · Brevo 14%
36ActiveCampaign14Brevo14MailerLite36others
36% of first choices, contested.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the six 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 ten head-to-head pages: the top five products, each against each
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
10
11
12
13Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01ActiveCampaign36%
ActiveCampaign36%02Brevo14%
Brevo14%03MailerLite14%
MailerLite14%04Sender14%
Sender14%05HubSpot Marketing Hub10%
HubSpot Marketing Hub10%06Mailchimp6%
Mailchimp6%07Moosend2%
Moosend2%08Omnisend0%
Omnisend0%09Kit0%
Kit0%10EmailOctopus0%
EmailOctopus0%11Klaviyo0%
Klaviyo0%12Constant Contact0%
Constant Contact0%13GetResponse0%
GetResponse0%What they warned about
Six of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, DeepSeek V4 Flash, Llama 4 Maverick and GLM 4.7 FlashX 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.
Mailchimp41%
21 of 51 labels negative · 11 of 12 models · 9 hard negative
“Mailchimp has lost some of its email marketing roots and started limiting the free and basic version of its software” Claude Haiku 4.5, negative prompt
Constant Contact48%
12 of 25 labels negative · 10 of 12 models · 6 hard negative
“Constant Contact is described as a "Traditional Email Service with Legacy Interface," and its automation capabilities aren't well-suited to complex customer journeys.” Claude Haiku 4.5, negative prompt
GetResponse58%
7 of 12 labels negative · 7 of 12 models · 5 hard negative
“one review calls it the weakest fit for SMBs because it tries to do too much as an all-in-one suite and ends up mediocre in core email tasks” Perplexity Sonar, negative prompt
Klaviyo39%
9 of 23 labels negative · 7 of 12 models · 1 hard negative
“Klaviyo/Omnisend: Overkill for pure B2B” Mistral Small, direct 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
18 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. 233 links across 88 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.
11 answers · 15 citations · 4 models
vendor site · Mailtrap10 answers · 15 citations · 3 models
8 answers · 8 citations · 3 models
vendor site · Sequenzy7 answers · 11 citations · 3 models
vendor site · Brevo6 answers · 7 citations · 2 models
6 answers · 7 citations · 2 models
vendor site · Klaviyo6 answers · 6 citations · 3 models
vendor site · YouTube5 answers · 20 citations · 1 model
vendor site · Sender5 answers · 7 citations · 3 models
vendor site · Capterra5 answers · 5 citations · 3 models
5 answers · 5 citations · 2 models
vendor site · Mailchimp5 answers · 5 citations · 2 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
6 answers · 3 models
6 answers · 2 models
5 answers · 2 models
5 answers · 2 models
4 answers · 2 models
4 answers · 2 models
4 answers · 1 model
4 answers · 2 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 email marketing platform”, “email marketing platform”. 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 |
|---|---|---|---|---|---|---|---|---|
| ActiveCampaign activecampaign.com | 36% | 437 | 18,100 | 307 | 235,709 | $1,424 | 32 | |
| Brevo brevo.com | 14% | 440 | 40,500 | 327 | 81,741 | $17,847 | 106 | 9 |
| MailerLite mailerlite.com | 14% | 150 | 49,500 | 311 | 59,716 | $85 | 115 | 7 |
| Sender sender.net | 14% | 75 | 9,900 | 10,349 | 69,078 | 13 | ||
| HubSpot parent site HubSpot Marketing Hub 10% | 10% | 991 | 368,000 | 9,776 | ||||
| Intuit mailchimp.com Mailchimp 6% | 6% | 328 | 368,000 | 6,862 | 1,931,402 | $1,214 | 107 | 3 |
| Moosend moosend.com | 2% | 30 | 1,900 | 19 | 71,515 | 2 | ||
| Apollo.io apollo.io | 2% | 1010 | 33,100 | 396 | 111,608 | 94 | ||
| HubSpot Starter Customer Platform | 2% | |||||||
| Omnisend omnisend.com | 0% | 199 | 9,900 | 108 | 51,545 | $113 | 66 |
Google's top ten for the two searches hold 11 sites; 6 of them are among the sites the models cited here (brevo.com, emailtooltester.com, emailvendorselection.com, mailchimp.com, mailtrap.io, ventureharbour.com). The first result for “best email marketing platform” is emailvendorselection.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 email marketing platform for a small B2B company?”Paraphrase“Which email marketing tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top email marketing platforms for a small team and how do they differ?”Budget-constrained“What is the best email marketing platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating an email marketing platform. What should we look at?”Negative“Which email marketing platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5no first choiceHubSpot Marketing Hub, MailchimpChangedConstant Contact, MailerLiteMailchimpno first choiceagainst: Constant Contact, Mailchimp
Four alternatives
ActiveCampaign, Brevo, Constant Contact, GetResponseThree alternatives
ActiveCampaign, EmailOctopus, OmnisendOne alternative
BrevoGPT-5.4 miniHubSpot Marketing HubActiveCampaignChangedagainst: HubSpot Marketing HubMailchimpMailerLiteagainst: Mailchimpno first choiceagainst: Constant Contact, SendGrid
Three alternatives
ActiveCampaign, Brevo, MailchimpTwo alternatives
Brevo, MailchimpFive alternatives
ActiveCampaign, Brevo, Campaign Monitor, Kit, KlaviyoOne alternative
BrevoGemini 3.5 FlashActiveCampaignApollo.io, HubSpot Starter Customer PlatformChangedMailerLiteagainst: Klaviyo, MailchimpSenderagainst: Constant Contact, Mailchimp, MailerLiteActiveCampaignagainst: Adobe Marketo Engage, Salesforce Marketing Cloudagainst: Adobe Marketo Engage, Constant Contact, Keap, Mailchimp, Oracle Eloqua, Salesforce Marketing Cloud
Five alternatives
Brevo, HubSpot Marketing Hub, Instantly, Lemlist, MailerLiteFour alternatives
ActiveCampaign, Brevo, Instantly, LemlistThree alternatives
Brevo, Kit, OmnisendThree alternatives
Brevo, EmailOctopus, KitFive alternatives
Brevo, HubSpot Marketing Hub, Kit, Klaviyo, MailerLitePerplexity SonarActiveCampaignagainst: HubSpot Marketing HubActiveCampaignHeldBrevo, MailerLiteBrevono first choiceagainst: Constant Contact, GetResponse, HubSpot Marketing Hub, Kit, Klaviyo, Mailchimp, Substack
Two alternatives
Brevo, MailerLiteTwo alternatives
HubSpot Marketing Hub, MailchimpSix alternatives
ActiveCampaign, Constant Contact, HubSpot Marketing Hub, Klaviyo, Mailchimp, OmnisendThree alternatives
MailerLite, Sender, Zoho CampaignsGrok 4.20ActiveCampaignActiveCampaignHeldBrevo, MailerLiteSenderagainst: Mailchimp, MailerLiteBrevo, MailerLiteagainst: Constant Contact, HubSpot Marketing Hub, Klaviyo, Mailchimp
Four alternatives
Brevo, HubSpot Marketing Hub, Mailchimp, MailerLiteThree alternatives
Brevo, HubSpot Marketing Hub, MailchimpFour alternatives
ActiveCampaign, Klaviyo, Mailchimp, OmnisendTwo alternatives
Brevo, EmailOctopusSeven alternatives
ActiveCampaign, HubSpot Marketing Hub, Klaviyo, Mailchimp, Moosend, Omnisend, SenderMistral SmallActiveCampaignagainst: Brevo, Klaviyo, Mailchimp, OmnisendActiveCampaignHeldMailerLiteSenderMailchimpagainst: AWeber, Benchmark Email, Constant Contact, Drip, GetResponse, Klaviyo, Mailchimp, Mailjet, Mailmodo, SendGrid, SendMails, SendX
Five alternatives
HubSpot Marketing Hub, Loops, Sender, Sequenzy, UserlistThree alternatives
Brevo, HubSpot Marketing Hub, SenderSeven alternatives
ActiveCampaign, Brevo, Constant Contact, HubSpot Marketing Hub, Kit, Mailchimp, MoosendFour alternatives
Benchmark Email, Brevo, EmailOctopus, MailerLiteFour alternatives
ActiveCampaign, Brevo, HubSpot Marketing Hub, KlaviyoDeepSeek V4 FlashMailerLiteagainst: HubSpot Marketing HubActiveCampaignChangedagainst: HubSpot Marketing HubMailerLiteagainst: MailchimpSenderagainst: Constant Contact, Klaviyo, Mailchimp, Omnisendno first choiceagainst: AWeber, ActiveCampaign, Brevo, Constant Contact, GetResponse, Mailchimp, MailerLite
Three alternatives
ActiveCampaign, Brevo, SenderTwo alternatives
Brevo, MailerLiteFive alternatives
ActiveCampaign, Brevo, Kit, Klaviyo, OmnisendThree alternatives
Brevo, EmailOctopus, MailerLiteLlama 4 Maverickno first choiceActiveCampaign, Brevo, HubSpot Marketing HubChangedno first choiceMailerLiteno first choiceagainst: GetResponse
Two alternatives
ActiveCampaign, Customer.ioThree alternatives
Brevo, Mailercloud, SequenzyQwen 3.7 FlashActiveCampaign, HubSpot Marketing HubActiveCampaign, HubSpot Marketing HubHeldActiveCampaign, MailerLiteagainst: Klaviyo, MailchimpMailerLiteagainst: MailchimpBrevoagainst: Mailchimpagainst: AWeber, Constant Contact, GetResponse, Klaviyo, SendFox, Sender
Three alternatives
Brevo, Mailchimp, MailerLiteTwo alternatives
Brevo, MailerLiteFour alternatives
Brevo, HubSpot Marketing Hub, Moosend, OmnisendThree alternatives
ActiveCampaign, Brevo, Systeme.ioTwo alternatives
ActiveCampaign, HubSpot Marketing HubKimi K2ActiveCampaignagainst: HubSpot Marketing HubActiveCampaignHeldagainst: HubSpot Marketing HubBrevo, MailerLite, SenderSenderagainst: MailchimpBrevo, MailerLite, Moosend, Senderagainst: AWeber, Benchmark Email, Constant Contact, GoHighLevel, Klaviyo, Mailchimp, SendPulse, Zoho Campaigns
One alternative
BrevoTwo alternatives
Brevo, MailerLiteTwo alternatives
ActiveCampaign, MailchimpTwo alternatives
Brevo, MailerLiteThree alternatives
ActiveCampaign, HubSpot Marketing Hub, KlaviyoGLM 4.7 FlashXActiveCampaignBrevoChangedMailerLiteBrevoagainst: Mailchimpno first choiceagainst: AWeber, Benchmark Email, Constant Contact, Drip, GetResponse, Mailchimp, Mailmodo
Four alternatives
Brevo, GetResponse, HubSpot Marketing Hub, MailerLiteFour alternatives
ActiveCampaign, Constant Contact, HubSpot Marketing Hub, MailchimpTwelve alternatives
AWeber, ActiveCampaign, Brevo, Constant Contact, Drip, EmailOctopus, HubSpot Marketing Hub, Kit, Klaviyo, Mailchimp, Moosend, OmnisendOne alternative
SenderMiniMax M2.5ActiveCampaignActiveCampaignHeldno first choiceMailerLite, Senderno first choiceagainst: ActiveCampaign, GetResponse, HubSpot Marketing Hub, Keap, Mailchimp
Two alternatives
Brevo, HubSpot Marketing HubTwo alternatives
HubSpot Marketing Hub, SenderEight alternatives
ActiveCampaign, Campaign Monitor, HubSpot Marketing Hub, Klaviyo, Mailchimp, Mailjet, Omnisend, SenderThree alternatives
Brevo, Mailjet, OmnisendBold 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 | 2026-09-15 00:10 | no | 0 | 4 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 00:17 | yes | 4 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:05 | yes | 10 | 22 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 00:02 | yes | 20 | 4 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) | 2026-09-15 04:22 | yes | 0 | 6 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:54 | yes | 0 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 04:31 | yes | 0 | 12 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:48 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:31 | yes | 0 | 45 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 01:18 | yes | 0 | 26 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 23:08 | yes | 0 | 16 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:42 | no | 0 | 8 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 00:45 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:16 | yes | 4 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:18 | yes | 16 | 23 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-14 23:11 | yes | 18 | 5 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 01:37 | yes | 0 | 5 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 04:57 | yes | 0 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 03:18 | yes | 0 | 16 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:50 | yes | 0 | 1 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:53 | no | 0 | 52 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:04 | yes | 0 | 39 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:55 | yes | 0 | 20 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 01:33 | yes | 0 | 12 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 01:22 | yes | 7 | 7 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:46 | yes | 5 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:15 | yes | 22 | 24 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 04:08 | yes | 18 | 6 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 00:39 | yes | 0 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:27 | yes | 0 | 11 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 02:06 | yes | 0 | 9 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:29 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:24 | yes | 0 | 33 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:57 | yes | 0 | 38 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:33 | yes | 0 | 35 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:20 | yes | 0 | 14 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:56 | no | 0 | 5 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:39 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:12 | yes | 23 | 22 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-15 02:19 | 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 05:06 | yes | 0 | 6 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:22 | yes | 0 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 01:38 | yes | 0 | 35 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:17 | yes | 0 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:23 | no | 0 | 24 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:28 | yes | 0 | 21 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:49 | yes | 0 | 115 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:11 | yes | 0 | 13 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 00:41 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:59 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 02:55 | no | 0 | 17 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 00:46 | yes | 20 | 9 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 02:29 | yes | 0 | 10 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:23 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 02:59 | yes | 0 | 25 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:09 | yes | 0 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 22:55 | yes | 0 | 20 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 00:41 | yes | 0 | 59 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 22:57 | yes | 0 | 18 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 22:54 | yes | 0 | 12 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 00:08 | yes | 13 | 7 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:55 | yes | 4 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:46 | yes | 8 | 19 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-14 23:35 | yes | 18 | 11 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 03:19 | yes | 0 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:22 | yes | 0 | 10 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 03:13 | yes | 0 | 34 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:44 | yes | 0 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:03 | yes | 0 | 37 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:06 | yes | 0 | 59 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:45 | yes | 0 | 26 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:29 | yes | 0 | 14 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
HubSpot read as HubSpot Marketing Hub
HubSpot (Marketing Hub Starter or Professional) read as HubSpot Marketing Hub
HubSpot (Starter) read as HubSpot Marketing Hub
Unresolved, counted raw
HubSpot Starter Customer Platform
SendFox
Discontinued, still offered
No shut-down product was recommended here.