Email marketing platforms for small business buyers
Asked as “email marketing platform”, and as “email marketing tool”, on behalf of a small B2B company. 52 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen 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
37%
Contested · HubSpot Marketing Hub 19%
37ActiveCampaign19HubSpot Marketing Hub13Brevo31others
37% of first choices, contested.
Since October 2026▲+12Since October 2026: 25% → 37%, +12 points. Past the 11-point floor: movement.ActiveCampaign held the lead, +12 points on 25%, 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
ActiveCampaign37%Contested▲+12Since October 2026: 25% → 37%, +12 points. Past the 11-point floor: movement.This pageMid-market
HubSpot Marketing Hub42%Clear leader▲+7Since October 2026: 35% → 42%, +7 points. Inside the 11-point floor: within noise.Standing →EnterpriseHubSpot Marketing Hub41%Clear leader▲+12Since October 2026: 29% → 41%, +12 points. Past the 11-point floor: movement.Standing →
ActiveCampaign37%Contested▲+12Since October 2026: 25% → 37%, +12 points. Past the 11-point floor: movement.This pageMid-marketHubSpot Marketing Hub42%Clear leader▲+7Since October 2026: 35% → 42%, +7 points. Inside the 11-point floor: within noise.Standing →EnterpriseHubSpot Marketing Hub41%Clear leader▲+12Since October 2026: 29% → 41%, +12 points. Past the 11-point floor: movement.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
01ActiveCampaign37%14%57endorsed leader▲+12Since October 2026: 25% → 37%, +12 points. Past the 11-point floor: movement.25% → 37%
ActiveCampaign37%14%57endorsed leader▲+12Since October 2026: 25% → 37%, +12 points. Past the 11-point floor: movement.25% → 37%02HubSpot Marketing Hub19%6%47accepted challenger▼−5Since October 2026: 24% → 19%, −5 points. Inside the 11-point floor: within noise.24% → 19%
HubSpot Marketing Hub19%6%47accepted challenger▼−5Since October 2026: 24% → 19%, −5 points. Inside the 11-point floor: within noise.24% → 19%03
Brevo13%6%71accepted challenger▼−5Since October 2026: 18% → 13%, −5 points. Inside the 11-point floor: within noise.18% → 13%
Brevo13%6%71accepted challenger▼−5Since October 2026: 18% → 13%, −5 points. Inside the 11-point floor: within noise.18% → 13%04
MailerLite12%2%51accepted challenger▼−1Since October 2026: 13% → 12%, −1 point. Inside the 11-point floor: within noise.13% → 12%
MailerLite12%2%51accepted challenger▼−1Since October 2026: 13% → 12%, −1 point. Inside the 11-point floor: within noise.13% → 12%05
Zoho Campaigns8%0%29accepted challenger▲+6Since October 2026: 2% → 8%, +6 points. Inside the 11-point floor: within noise.2% → 8%
Zoho Campaigns8%0%29accepted challenger▲+6Since October 2026: 2% → 8%, +6 points. Inside the 11-point floor: within noise.2% → 8%06
Mailchimp6%47%64criticized challenger▲+1Since October 2026: 5% → 6%, +1 point. Inside the 11-point floor: within noise.5% → 6%
Mailchimp6%47%64criticized challenger▲+1Since October 2026: 5% → 6%, +1 point. Inside the 11-point floor: within noise.5% → 6%07
EmailOctopus2%0%12accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%
EmailOctopus2%0%12accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%08
Constant Contact2%45%29criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
Constant Contact2%45%29criticized challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%Show the five products at 0%, ordered by negative rate
12
Klaviyo0%29%28criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Klaviyo0%29%28criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%13
Omnisend0%10%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Omnisend0%10%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%11
Kit0%8%13accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Kit0%8%13accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%09
Sender0%0%18accepted challenger▼−11Since October 2026: 11% → 0%, −11 points. Past the 11-point floor: movement.11% → 0%
Sender0%0%18accepted challenger▼−11Since October 2026: 11% → 0%, −11 points. Past the 11-point floor: movement.11% → 0%10
Flodesk0%0%13accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Flodesk0%0%13accepted 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 head
HubSpot Marketing Hub vs ActiveCampaignHubSpot Marketing Hub vs BrevoHubSpot Marketing Hub vs Zoho Campaigns
Head-to-head pages are published for mid-market buyers, so these open on mid-market figures, not small business.All fifteen head-to-head pages: the top six products, each against each
HubSpot Marketing Hub vs MailerLiteHubSpot Marketing Hub vs SenderActiveCampaign vs BrevoActiveCampaign vs Zoho CampaignsActiveCampaign vs MailerLiteActiveCampaign vs SenderBrevo vs Zoho CampaignsBrevo vs MailerLiteBrevo vs SenderZoho Campaigns vs MailerLiteZoho Campaigns vs SenderMailerLite vs Sender
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 →
01020304050607080910111213Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01ActiveCampaign37%
ActiveCampaign37%02HubSpot Marketing Hub19%
HubSpot Marketing Hub19%03Brevo13%
Brevo13%04MailerLite12%
MailerLite12%05Zoho Campaigns8%
Zoho Campaigns8%06Mailchimp6%
Mailchimp6%07EmailOctopus2%
EmailOctopus2%08Constant Contact2%
Constant Contact2%09Sender0%
Sender0%10Flodesk0%
Flodesk0%11Kit0%
Kit0%12Klaviyo0%
Klaviyo0%13Omnisend0%
Omnisend0%What they warned about
Eight of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Grok 4.20, Llama 4 Maverick, 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.
Mailchimp47%
30 of 64 labels negative · 14 of 14 models · 5 hard negative
“"Avoid if your list churns heavily | Mailchimp, Constant Contact" ... it's the platform reviewers most often say to look past first.” Muse Glimmer 30B, negative prompt
Constant Contact45%
13 of 29 labels negative · 12 of 14 models · 2 hard negative
“Users report automatic overage charges and aggressive billing practices.” GLM 4.7 FlashX, negative prompt
ActiveCampaign14%
8 of 57 labels negative · 8 of 14 models · 2 hard negative
“Platforms to Avoid on a Tight Budget ... their pricing tiers rise quickly, making them expensive for lean operations” Gemini 3.5 Flash, budget prompt
Klaviyo29%
8 of 28 labels negative · 6 of 14 models · 2 hard negative
“Platforms to Avoid on a Tight Budget ... their pricing tiers rise quickly, making them expensive for lean operations” Gemini 3.5 Flash, budget 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
67 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. 582 links across 160 sites, every framing counted. Ranked by the number of answers carrying the site or page. 21 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.
38 answers · 46 citations · 10 models
35 answers · 37 citations · 10 models
vendor site · Capterra34 answers · 45 citations · 12 models
vendor site · Hostinger17 answers · 18 citations · 9 models
vendor site · Braze14 answers · 14 citations · 5 models
vendor site · Telnyx13 answers · 13 citations · 8 models
vendor site · ActiveCampaign12 answers · 13 citations · 6 models
12 answers · 12 citations · 6 models
vendor site · Mailjet10 answers · 11 citations · 7 models
vendor site · Brevo10 answers · 10 citations · 7 models
10 answers · 10 citations · 5 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.
38 answers · 10 models
32 answers · 10 models
24 answers · 9 models
17 answers · 9 models
14 answers · 5 models
13 answers · 8 models
12 answers · 6 models
11 answers · 6 models
10 answers · 5 models
9 answers · 7 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 | 37% | 437 | 18,100 | 307 | 235,709 | $1,424 | 32 | |
| HubSpot parent site HubSpot Marketing Hub 19% | 19% | 991 | 368,000 | 9,776 | ||||
| Brevo brevo.com | 13% | 440 | 40,500 | 327 | 81,741 | $17,847 | 106 | 9 |
| MailerLite mailerlite.com | 12% | 150 | 49,500 | 311 | 59,716 | $85 | 115 | 7 |
| Zoho parent site Zoho Campaigns 8% | 8% | 53 | 5,400 | 58 | ||||
| Intuit mailchimp.com Mailchimp 6% | 6% | 328 | 368,000 | 6,862 | 1,931,402 | $1,214 | 107 | 3 |
| EmailOctopus emailoctopus.com | 2% | 24 | 2,400 | 33 | 19,496 | 38 | ||
| Constant Contact constantcontact.com | 2% | 73 | 246,000 | 1,196 | 659,160 | $87,843 | 115 | 5 |
| HubSpot Email Marketing hubspot.com | 2% | 2,276,428 | $83,922 | 76 | 6 | |||
| Sender sender.net | 0% | 75 | 9,900 | 10,349 | 69,078 | 13 |
Google's top ten for the two searches hold 11 sites; 2 of them are among the sites the models cited here (brevo.com, 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 4.5ActiveCampaignHubSpot Email Marketing, MailchimpChangedConstant Contact, MailerLiteBrevo, Mailchimpno first choiceagainst: Brevo, Constant Contact, Keap, Mailchimp, MailerLite, Omnisend
Five alternatives
Constant Contact, HubSpot Marketing Hub, Mailchimp, Sender, ZoomInfo MarketingThree alternatives
ActiveCampaign, Brevo, Constant ContactFour alternatives
AWeber, ActiveCampaign, Brevo, SenderThree alternatives
Constant Contact, GetResponse, KitGPT-5.4 miniActiveCampaignActiveCampaignHeldMailchimpBrevo, MailerLiteagainst: Constant Contact, Mailchimpno first choiceagainst: ActiveCampaign, Brevo, Klaviyo, Mailchimp
Three alternatives
Brevo, HubSpot Marketing Hub, MailchimpThree alternatives
Brevo, HubSpot Marketing Hub, MailchimpFive alternatives
ActiveCampaign, Brevo, GetResponse, HubSpot Marketing Hub, KitGemini 3.5 FlashActiveCampaignagainst: MailchimpActiveCampaignHeldMailerLiteagainst: MailchimpEmailOctopusagainst: ActiveCampaign, Klaviyo, MailchimpHubSpot Marketing Hubagainst: Adobe Marketo Engage, Constant Contact, HubSpot Marketing Hub, Klaviyo, Mailchimp, Salesforce Marketing Cloud, Sendy
Five alternatives
Apollo.io, Brevo, HubSpot Marketing Hub, Instantly, MailerLiteThree alternatives
Brevo, HubSpot Marketing Hub, Zoho CampaignsFour alternatives
ActiveCampaign, Brevo, Kit, KlaviyoFour alternatives
Brevo, MailerLite, Moosend, OmnisendFive alternatives
ActiveCampaign, Brevo, Kit, Klaviyo, MailchimpPerplexity SonarActiveCampaignagainst: MailchimpActiveCampaignHeldagainst: MailchimpMailerLiteBrevoagainst: Mailchimpno first choiceagainst: ActiveCampaign, Braze, HubSpot Marketing Hub, Iterable, Klaviyo, Mailchimp, Neo Mail, Salesforce Marketing Cloud
Two alternatives
Brevo, HubSpot Marketing HubThree alternatives
Brevo, HubSpot Marketing Hub, MailerLiteSeven alternatives
ActiveCampaign, Brevo, Constant Contact, HubSpot Marketing Hub, Kit, Klaviyo, MailchimpThree alternatives
MailerLite, Sender, Zoho CampaignsGrok 4.20HubSpot Marketing Hubagainst: Constant ContactActiveCampaignChangedagainst: MailchimpMailchimp, Zoho CampaignsZoho Campaignsagainst: Mailchimpno first choiceagainst: Adobe Marketo Engageagainst: AWeber, ActiveCampaign, Brevo, Constant Contact, Emma, GetResponse, Klaviyo, Mailchimp
Three alternatives
ActiveCampaign, Mailchimp, Zoho CampaignsFour alternatives
Brevo, HubSpot Marketing Hub, MailerLite, Zoho CampaignsThree alternatives
Brevo, Constant Contact, MailerLiteFour alternatives
Brevo, HubSpot Marketing Hub, Klaviyo, MailerLiteThree alternatives
ActiveCampaign, Klaviyo, MailchimpMistral SmallHubSpot Marketing Hubagainst: MailchimpHubSpot Marketing HubHeldBrevo, MailerLiteagainst: MailchimpBrevo, MailerLiteno first choiceagainst: AWeber, Constant Contact, FeedBlitz, Mailchimp, Substack
Two alternatives
ActiveCampaign, Zoho CampaignsFour alternatives
ActiveCampaign, Brevo, MailerLite, MoosendSix alternatives
ActiveCampaign, EmailOctopus, Flodesk, HubSpot Marketing Hub, Klaviyo, SenderFive alternatives
EmailOctopus, Flodesk, Omnisend, Sender, Zoho CampaignsDeepSeek V4 FlashActiveCampaignagainst: MailchimpActiveCampaignHeldMailerLiteZoho Campaignsagainst: Mailchimpno first choiceagainst: AWeber, Beacons.ai, Constant Contact, Kit, Mailchimp
Three alternatives
Brevo, HubSpot Marketing Hub, Zoho CampaignsTwo alternatives
Brevo, HubSpot Marketing HubSix alternatives
ActiveCampaign, Brevo, Constant Contact, Klaviyo, Mailchimp, Zoho CampaignsTwo alternatives
Brevo, MailerLiteLlama 4 MaverickHubSpot Marketing HubActiveCampaignChangedno first choiceZoho Campaignsno first choiceagainst: AWeber, Constant Contact, FeedBlitz, Mailchimp, Substack
Four alternatives
ActiveCampaign, Brevo, Mailchimp, MailerLiteThree alternatives
Brevo, Klaviyo, MailerLiteFour alternatives
Brevo, EmailOctopus, MailerLite, SenderQwen 3.7 FlashActiveCampaignActiveCampaignHeldagainst: MailchimpConstant Contact, Mailchimp, MailerLiteBrevoMailchimpagainst: Constant Contact, GMass, Mailmeteor, Salesforce Marketing Cloud, Squarespace Campaigns, Wix Email Marketing, WordPress Built-in Functions
Two alternatives
Brevo, HubSpot Marketing HubTwo alternatives
Brevo, HubSpot Marketing HubThree alternatives
ActiveCampaign, Brevo, KlaviyoTwo alternatives
MailerLite, Zoho CampaignsFive alternatives
ActiveCampaign, Brevo, Constant Contact, HubSpot Marketing Hub, Zoho CampaignsKimi K2ActiveCampaignagainst: MailchimpActiveCampaignHeldBrevo, MailerLiteMailerLiteBrevo, Constant Contact, MailerLiteagainst: ActiveCampaignagainst: AWeber, Benchmark Email, Brevo, GetResponse, Mailchimp
One alternative
HubSpot Marketing HubTwo alternatives
Brevo, HubSpot Marketing HubFour alternatives
ActiveCampaign, Constant Contact, Flodesk, KlaviyoThree alternatives
Brevo, EmailOctopus, Zoho CampaignsTwo alternatives
HubSpot Marketing Hub, Zoho CampaignsGLM 4.7 FlashXHubSpot Marketing HubActiveCampaignChangedBrevo, MailerLite, Zoho CampaignsZoho Campaignsno first choiceagainst: AWeber, ActiveCampaign, Benchmark Email, Campaign Monitor, Constant Contact, Drip, GetResponse, Klaviyo, Mailchimp, Mailjet, Mailmodo, SendGrid
Five alternatives
ActiveCampaign, Brevo, Mailchimp, MailerLite, Zoho CampaignsFour alternatives
Brevo, HubSpot Marketing Hub, Mailchimp, Zoho CampaignsSeven alternatives
ActiveCampaign, Flodesk, HubSpot Marketing Hub, Kit, Klaviyo, Mailchimp, SenderThree alternatives
Benchmark Email, Brevo, MailerLiteMiniMax M2.5ActiveCampaignagainst: MailchimpActiveCampaign, HubSpot Marketing HubChangedBrevo, MailerLiteagainst: ActiveCampaignMailerLiteno first choiceagainst: Adobe Campaign, Salesforce Marketing Cloudagainst: Constant Contact, Gmail/Yahoo’s 2024 stricter limits, Mailchimp, Shopify Email
Three alternatives
Brevo, HubSpot Marketing Hub, MailerLiteOne alternative
MailchimpFive alternatives
Constant Contact, Flodesk, HubSpot Marketing Hub, Klaviyo, SenderFour alternatives
Brevo, Mailjet, Sender, Zoho CampaignsGPT-6 LunaHubSpot Marketing Hubagainst: MailchimpHubSpot Marketing HubHeldMailerLiteBrevono first choiceagainst: Constant Contact, HubSpot Marketing Hub, Mailchimp
Two alternatives
ActiveCampaign, BrevoOne alternative
BrevoFour alternatives
ActiveCampaign, Brevo, Kit, KlaviyoOne alternative
MailerLiteMuse Glimmer 30BActiveCampaignHubSpot Marketing HubChangedConstant Contactagainst: ActiveCampaign, KlaviyoMailerLiteno first choiceagainst: Constant Contact, Klaviyo, Mailchimp
One alternative
HubSpot Marketing HubThree alternatives
ActiveCampaign, Brevo, MailerLiteSix alternatives
Brevo, HubSpot Marketing Hub, Kit, formerly ConvertKit, Mailchimp, MailerLite, Zoho CampaignsTwo alternatives
Brevo, Zoho CampaignsBold 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 09:54 | yes | 10 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 13:59 | yes | 4 | 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 08:47 | no | 0 | 16 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 10:05 | yes | 10 | 3 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:09 | yes | 5 | 13 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:33 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 15:18 | yes | 14 | 23 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:56 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:29 | yes | 5 | 18 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:16 | yes | 10 | 35 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:50 | yes | 8 | 22 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:34 | yes | 10 | 28 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 17:05 | yes | 4 | 17 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:42 | yes | 11 | 19 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:45 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:14 | 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 15:29 | no | 0 | 14 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 12:23 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:19 | yes | 5 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:58 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:14 | yes | 15 | 15 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 15:18 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:34 | no | 0 | 29 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:17 | yes | 5 | 34 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:36 | yes | 10 | 28 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 17:32 | no | 0 | 9 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 13:20 | yes | 2 | 8 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 17:36 | yes | 13 | 16 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:06 | yes | 10 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:38 | yes | 6 | 6 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 08:44 | no | 0 | 14 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 08:33 | yes | 10 | 5 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:59 | yes | 5 | 14 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 14:04 | yes | 5 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:21 | yes | 21 | 38 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:35 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:49 | yes | 5 | 21 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 15:37 | yes | 15 | 32 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:34 | yes | 8 | 45 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 13:28 | yes | 5 | 19 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 14:17 | yes | 6 | 16 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 14:31 | yes | 11 | 25 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:20 | no | 0 | 5 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 17:09 | yes | 4 | 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 17:25 | yes | 24 | 21 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 09:24 | yes | 10 | 4 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:20 | yes | 5 | 7 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 13:22 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 14:45 | yes | 7 | 16 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:14 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:32 | yes | 5 | 20 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:38 | yes | 10 | 23 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:38 | yes | 10 | 13 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 16:51 | yes | 10 | 21 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 13:22 | yes | 2 | 7 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:21 | yes | 14 | 15 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 15:02 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:34 | 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 14:05 | no | 0 | 17 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 11:52 | yes | 10 | 8 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:58 | yes | 5 | 13 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 17:10 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:18 | yes | 12 | 25 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 15:35 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:25 | yes | 5 | 18 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:05 | yes | 9 | 21 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 15:25 | no | 0 | 17 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:07 | no | 0 | 31 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:03 | yes | 2 | 12 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 15:31 | no | 0 | 4 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:28 | yes | 18 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 17:23 | yes | 4 | 5 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 09:44 | no | 0 | 17 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 09:33 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:41 | yes | 10 | 13 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 08:58 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:53 | yes | 23 | 24 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:19 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:38 | no | 0 | 37 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 08:33 | yes | 10 | 18 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:19 | yes | 24 | 120 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 13:10 | no | 0 | 25 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 08:36 | yes | 4 | 16 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:30 | yes | 23 | 32 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 Marketing Hub
HubSpot (Starter or Professional) read as HubSpot Marketing Hub
Unresolved, counted raw
Gmail/Yahoo’s 2024 stricter limits
HubSpot Email Marketing
Mailmeteor
Neo Mail
Sendy
Squarespace Campaigns
Wix Email Marketing
WordPress Built-in Functions (PHP Sendmail / wp_mail)
Discontinued, still offered
No shut-down product was recommended here.