Email marketing platforms for enterprise buyers
Asked as “email marketing platform”, and as “email marketing tool”, on behalf of an enterprise B2B company. 56 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
29%
Contested · HubSpot Marketing Hub 29%
29Adobe Marketo Engage29HubSpot Marketing Hub11Salesforce Marketing Cloud32others
29% of first choices, contested.
Since September 2026↗new leaderNew leader since September 2026: HubSpot Marketing Hub (34%) replaces Adobe Marketo Engage (23% then, 28% now), 6 points clear, inside the 11-point floor.HubSpot Marketing Hub leads at 34%, replacing Adobe Marketo Engage, which led at 23% and stands at 28% now: 6 points clear, inside the floor, so the swap reads as unsettled.
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
ActiveCampaign25%Contested▼−8Since September 2026: 36% → 28%, −8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Mid-market
HubSpot Marketing Hub35%Contested↗new leaderNew leader since September 2026: HubSpot Marketing Hub (32%) replaces ActiveCampaign (40% then, 30% now), 2 points clear, inside the 11-point floor.Standing →EnterpriseHubSpot Marketing Hub29%Contested↗new leaderNew leader since September 2026: HubSpot Marketing Hub (34%) replaces Adobe Marketo Engage (23% then, 28% now), 6 points clear, inside the 11-point floor.This page
ActiveCampaign25%Contested▼−8Since September 2026: 36% → 28%, −8 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →Mid-marketHubSpot Marketing Hub35%Contested↗new leaderNew leader since September 2026: HubSpot Marketing Hub (32%) replaces ActiveCampaign (40% then, 30% now), 2 points clear, inside the 11-point floor.Standing →EnterpriseHubSpot Marketing Hub29%Contested↗new leaderNew leader since September 2026: HubSpot Marketing Hub (34%) replaces Adobe Marketo Engage (23% then, 28% now), 6 points clear, inside the 11-point floor.This pageThe standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
01HubSpot Marketing Hub29%19%68accepted challenger▲+13Since September 2026: 21% → 34%, +13 points. Past the 11-point floor: movement. Read over the models both editions asked.21% → 34%
HubSpot Marketing Hub29%19%68accepted challenger▲+13Since September 2026: 21% → 34%, +13 points. Past the 11-point floor: movement. Read over the models both editions asked.21% → 34%02
Adobe Marketo Engage29%6%35accepted challenger▲+5Since September 2026: 23% → 28%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.23% → 28%
Adobe Marketo Engage29%6%35accepted challenger▲+5Since September 2026: 23% → 28%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.23% → 28%03
Salesforce Marketing Cloud11%8%52accepted challenger▼−10Since September 2026: 19% → 9%, −10 points. Inside the 11-point floor: within noise. Read over the models both editions asked.19% → 9%
Salesforce Marketing Cloud11%8%52accepted challenger▼−10Since September 2026: 19% → 9%, −10 points. Inside the 11-point floor: within noise. Read over the models both editions asked.19% → 9%04
Brevo9%38%16criticized challenger▼−6Since September 2026: 12% → 6%, −6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.12% → 6%
Brevo9%38%16criticized challenger▼−6Since September 2026: 12% → 6%, −6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.12% → 6%05
Salesforce Marketing Cloud Account Engagement4%0%15accepted challenger▲+4Since September 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 4%
Salesforce Marketing Cloud Account Engagement4%0%15accepted challenger▲+4Since September 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 4%06ActiveCampaign4%36%42criticized challenger=heldSince September 2026: 4% → 4%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 4%
ActiveCampaign4%36%42criticized challenger=heldSince September 2026: 4% → 4%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 4%07
Adobe Campaign2%4%25accepted challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 2%
Adobe Campaign2%4%25accepted challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 2%08
Oracle Eloqua2%10%20accepted challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 2%
Oracle Eloqua2%10%20accepted challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 2%09
Klaviyo2%35%20criticized challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%
Klaviyo2%35%20criticized challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 2%Show the four products at 0%, ordered by negative rate
13
Mailchimp0%88%25criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Mailchimp0%88%25criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%12
Constant Contact0%86%14criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Constant Contact0%86%14criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%11
Iterable0%7%14accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Iterable0%7%14accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%10
Braze0%5%20accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%
Braze0%5%20accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 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 is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. 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.
Head to head
All twenty-eight head-to-head pages: the top eight products, each against each
HubSpot Marketing Hub vs SenderHubSpot Marketing Hub vs KlaviyoHubSpot Marketing Hub vs MoosendHubSpot Marketing Hub vs MailchimpActiveCampaign vs BrevoActiveCampaign vs MailerLiteActiveCampaign vs SenderActiveCampaign vs KlaviyoActiveCampaign vs MoosendActiveCampaign vs MailchimpBrevo vs MailerLiteBrevo vs SenderBrevo vs KlaviyoBrevo vs MoosendBrevo vs MailchimpMailerLite vs SenderMailerLite vs KlaviyoMailerLite vs MoosendMailerLite vs MailchimpSender vs KlaviyoSender vs MoosendSender vs MailchimpKlaviyo vs MoosendKlaviyo vs MailchimpMoosend vs Mailchimp
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% negative40%
Key
01HubSpot Marketing Hub29%
HubSpot Marketing Hub29%02Adobe Marketo Engage29%
Adobe Marketo Engage29%03Salesforce Marketing Cloud11%
Salesforce Marketing Cloud11%04Brevo9%
Brevo9%05Salesforce Marketing Cloud Account Engagement4%
Salesforce Marketing Cloud Account Engagement4%06ActiveCampaign4%
ActiveCampaign4%07Adobe Campaign2%
Adobe Campaign2%08Oracle Eloqua2%
Oracle Eloqua2%09Klaviyo2%
Klaviyo2%10Braze0%
Braze0%11Iterable0%
Iterable0%12Constant Contact0%
Constant Contact0%13Mailchimp0%
Mailchimp0%What they warned about
Six of fourteen models held their first choice under the paraphrase. Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, 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.
Mailchimp88%
22 of 25 labels negative · 13 of 14 models · 14 hard negative
“Standard tools like Mailchimp or Constant Contact generally cannot handle the volume, API requirements, or enterprise-grade security protocols” Qwen 3.7 Flash, paraphrase prompt
Constant Contact86%
12 of 14 labels negative · 12 of 14 models · 10 hard negative
“Users experienced issues with the platform's speed, limitations in automation capabilities... challenges with the platform's cost, especially for larger contact databases.” Claude Haiku 4.5, negative prompt
ActiveCampaign36%
15 of 42 labels negative · 11 of 14 models · 2 hard negative
“**Avoid:** Trying to force a mid-market tool (like standard **ActiveCampaign** or **HubSpot**) to handle 10 million+ contacts.” Qwen 3.7 Flash, negative prompt
HubSpot Marketing Hub19%
13 of 68 labels negative · 10 of 14 models · 2 hard negative
“**Avoid:** Trying to force a mid-market tool (like standard **ActiveCampaign** or **HubSpot**) to handle 10 million+ contacts.” Qwen 3.7 Flash, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
77 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. 1025 links across 251 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
49 answers · 72 citations · 12 models
vendor site · Sequenzy47 answers · 72 citations · 12 models
vendor site · ZoomInfo35 answers · 44 citations · 11 models
vendor site · InsiderOne27 answers · 33 citations · 11 models
vendor site · Mailtrap26 answers · 31 citations · 10 models
vendor site · Brevo21 answers · 25 citations · 9 models
vendor site · Attentive17 answers · 18 citations · 10 models
vendor site · Moosend17 answers · 17 citations · 9 models
vendor site · Salesforce16 answers · 20 citations · 10 models
vendor site · Hostinger16 answers · 16 citations · 8 models
vendor site · Klaviyo15 answers · 17 citations · 11 models
13 answers · 13 citations · 11 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.
47 answers · 12 models
34 answers · 11 models
33 answers · 10 models
19 answers · 9 models
18 answers · 8 models
17 answers · 10 models
17 answers · 9 models
15 answers · 7 models
13 answers · 6 models
12 answers · 9 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 |
|---|---|---|---|---|---|---|---|---|
| HubSpot parent site HubSpot Marketing Hub 29% | 29% | 934 | 368,000 | 9,776 | ||||
| Adobe parent site Adobe Marketo Engage 29%, Adobe Journey Optimizer 0% | 29% | 299 | 1,220,000 | 117,563 | ||||
| Salesforce parent site Salesforce Marketing Cloud 11%, Salesforce Marketing Cloud Account Engagement 4% | 14% | 296 | 550,000 | 60,632 | ||||
| Sinch mailjet.com Mailjet 9% | 9% | 16 | 12,100 | 791 | ||||
| Brevo brevo.com | 9% | 386 | 40,500 | 327 | 81,741 | $17,847 | 106 | 9 |
| ActiveCampaign activecampaign.com | 4% | 445 | 18,100 | 307 | 235,709 | $1,424 | 32 | |
| Adobe Campaign adobe.com | 2% | 50 | 720 | 69 | 242,010,966 | $9,855 | 119 | |
| Oracle parent site Oracle Eloqua 2%, Oracle Responsys 0% | 2% | 108 | 450,000 | 66,611 | ||||
| Klaviyo klaviyo.com | 2% | 353 | 90,500 | 1,560 | 200,057 | $572 | 20 | |
| Sendinblue | 2% |
Google's top ten for the two searches hold 11 sites; 3 of them are among the sites the models cited here (brevo.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 an enterprise B2B company?”Paraphrase“Which email marketing tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade email marketing platforms and how do they differ?”Budget-constrained“What is the best email marketing platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating an email marketing platform. What should we look at?”Negative“Which email marketing platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5HubSpot Marketing HubHubSpot Marketing HubHeldActiveCampaignBrevono first choiceagainst: ActiveCampaign, Constant Contact, Klaviyo, Mailchimp
Seven alternatives
ActiveCampaign, Adobe Marketo Engage, Braze, Iterable, Salesforce Marketing Cloud, Salesforce Marketing Cloud Account Engagement, SequenzyTwo alternatives
ActiveCampaign, Salesforce Marketing CloudFive alternatives
Adobe Campaign, Braze, HubSpot Marketing Hub, Omnisend, Salesforce Marketing CloudTwo alternatives
EmailOctopus, SenderGPT-5.4 miniAdobe Marketo Engageagainst: HubSpot Marketing HubAdobe Marketo EngageHeldSalesforce Marketing Cloudagainst: HubSpot Marketing Hub, KlaviyoHubSpot Marketing Hubagainst: SendGridno first choiceagainst: Constant Contact, Mailchimp, MailerLite, Mailtrap, Postmark, Salesforce Marketing Cloud
Two alternatives
Oracle Eloqua, Salesforce Marketing Cloud Account EngagementThree alternatives
Oracle Eloqua, Salesforce Marketing Cloud, Salesforce Marketing Cloud Account EngagementSix alternatives
Adobe Campaign, Adobe Marketo Engage, Braze, Iterable, Oracle Responsys, SAP EmarsysOne alternative
MailchimpGemini 3.5 FlashAdobe Marketo Engage, HubSpot Marketing HubAdobe Marketo Engage, HubSpot Marketing HubHeldSalesforce Marketing CloudBrevoagainst: ActiveCampaign, HubSpot Marketing Hub, Mailchimp, Salesforce Marketing CloudSalesforce Marketing Cloudagainst: AWeber, ActiveCampaign, Constant Contact, Flodesk, Klaviyo, Mailchimp, MailerLite
Three alternatives
ActiveCampaign, Oracle Eloqua, Salesforce Marketing Cloud Account EngagementOne alternative
Salesforce Marketing Cloud Account EngagementFive alternatives
Adobe Campaign, Adobe Journey Optimizer, Braze, HubSpot Marketing Hub, IterableThree alternatives
BigMailer, Emma HQ by Marigold, MailjetFour alternatives
Adobe Marketo Engage, Braze, HubSpot Marketing Hub, IterablePerplexity SonarHubSpot Marketing Hubagainst: Adobe Marketo EngageHubSpot Marketing HubHeldHubSpot Marketing HubMailjetno first choiceagainst: Brevo, Constant Contact, GetResponse, Mailchimp, Omnisend
Two alternatives
ActiveCampaign, ZoomInfo MarketingThree alternatives
ActiveCampaign, Adobe Campaign, ZoomInfo MarketingFive alternatives
Adobe Marketo Engage, Braze, Emma, Oracle Eloqua, Salesforce Marketing CloudOne alternative
BrazeGrok 4.1 FastAdobe Marketo Engage, HubSpot Marketing Hub, Salesforce Marketing Cloud Account EngagementAdobe Marketo EngageChangedAdobe Marketo Engageagainst: ActiveCampaign, Brevo, Klaviyo, MailchimpBrevo, Mailjetagainst: Adobe Marketo Engage, HubSpot Marketing Hub, Oracle Eloqua, Salesforce Marketing CloudHubSpot Marketing Hubagainst: ActiveCampaign, Brevo, Constant Contact, HubSpot Marketing Hub, Klaviyo, Mailchimp
One alternative
Oracle EloquaThree alternatives
ActiveCampaign, HubSpot Marketing Hub, Salesforce Marketing CloudFour alternatives
HubSpot Marketing Hub, Oracle Eloqua, Salesforce Marketing Cloud, Salesforce Marketing Cloud Account EngagementOne alternative
ActiveCampaignFive alternatives
ActiveCampaign, Adobe Campaign, Adobe Marketo Engage, Braze, Salesforce Marketing CloudMistral SmallHubSpot Marketing HubAdobe Marketo EngageChangedSalesforce Marketing CloudMailjetagainst: ActiveCampaign, HubSpot Marketing Hub, Salesforce Marketing Cloudno first choiceagainst: HubSpot Marketing Hub, Mailchimp
Three alternatives
ActiveCampaign, HubSpot Marketing Hub, Salesforce Marketing CloudFive alternatives
ActiveCampaign, Constant Contact, HubSpot Marketing Hub, Klaviyo, SequenzyDeepSeek V4 FlashAdobe Marketo Engage, Salesforce Marketing CloudAdobe Marketo EngageChangedagainst: Oracle Eloquano first choiceagainst: Mailchimp, Oracle ResponsysKlaviyoagainst: ActiveCampaign, HubSpot Marketing Hub, Mailchimpno first choiceagainst: ActiveCampaign, Brevo, Constant Contact, EmailOctopus, Klaviyo, Mailchimp, MailerLite, Moosend
One alternative
HubSpot Marketing HubTwo alternatives
HubSpot Marketing Hub, Salesforce Marketing Cloud Account EngagementSix alternatives
ActiveCampaign, Adobe Campaign, Braze, HubSpot Marketing Hub, Klaviyo, Salesforce Marketing CloudTwo alternatives
AIT.com's Email Marketing, SendGridLlama 4 MaverickHubSpot Marketing HubActiveCampaignChangedno first choiceagainst: ActiveCampaignMailjetno first choicenothing named
Four alternatives
Iterable, Klaviyo, Mailchimp, SequenzyQwen 3.7 FlashAdobe Marketo EngageHubSpot Marketing HubChangedagainst: Constant Contact, Mailchimpno first choiceOracle Eloqua, Salesforce Marketing Cloudagainst: Kit, Mailchimpno first choiceagainst: ActiveCampaign, HubSpot Marketing Hub, Mailchimp
Three alternatives
HubSpot Marketing Hub, Oracle Eloqua, Salesforce Marketing CloudThree alternatives
Act-On, Oracle Eloqua, Salesforce Marketing CloudTwo alternatives
Amazon SES, SendGridKimi K2Adobe Marketo EngageAdobe Marketo EngageHeldno first choiceHubSpot Marketing Hubagainst: ActiveCampaign, Adobe Campaign, Braze, Iterable, Mailchimpno first choiceagainst: Benchmark Email, Constant Contact, Mailchimp, MailerLite, Moosend
Three alternatives
HubSpot Marketing Hub, Oracle Eloqua, Salesforce Marketing Cloud Account EngagementTwo alternatives
HubSpot Marketing Hub, Salesforce Marketing CloudOne alternative
Salesforce Marketing CloudGLM 4.7 FlashXAdobe Marketo EngageActiveCampaignChangedSalesforce Marketing CloudHubSpot Marketing Hubagainst: Mailchimpno first choiceagainst: ActiveCampaign, Brevo, Constant Contact, HubSpot Marketing Hub, Mailchimp, Mailtrap Email Marketing, Omnisend, SendX
Three alternatives
ActiveCampaign, HubSpot Marketing Hub, Salesforce Marketing CloudThree alternatives
Brevo, HubSpot Marketing Hub, Salesforce Marketing CloudFour alternatives
ActiveCampaign, Brevo, HubSpot Marketing Hub, KlaviyoOne alternative
ActiveCampaignMiniMax M2.5HubSpot Marketing HubHubSpot Marketing Hub, Salesforce Marketing Cloud Account EngagementChangedno first choiceagainst: ActiveCampaign, Klaviyono first choiceAdobe Campaign, Salesforce Marketing Cloudagainst: HubSpot Marketing Hubagainst: Brevo, Constant Contact, Mailchimp
Three alternatives
Adobe Marketo Engage, Salesforce Marketing Cloud, Salesforce Marketing Cloud Account EngagementOne alternative
Adobe Marketo EngageOne alternative
Customer.ioGPT-6 LunaAdobe Marketo EngageAdobe Marketo EngageHeldno first choiceBrevoagainst: HubSpot Marketing Hubno first choiceagainst: Constant Contact, Mailchimp
Three alternatives
HubSpot Marketing Hub, Oracle Eloqua, Salesforce Marketing Cloud Account EngagementThree alternatives
HubSpot Marketing Hub, Oracle Eloqua, Salesforce Marketing Cloud Account EngagementNine alternatives
Adobe Journey Optimizer, Adobe Marketo Engage, Braze, HubSpot Marketing Hub, Iterable, Klaviyo, Oracle Responsys, SAP Engagement Cloud, Salesforce Marketing CloudMuse Glimmer 30BSalesforce Marketing CloudAdobe Marketo Engage, Salesforce Marketing CloudChangedSalesforce Marketing Cloudagainst: ActiveCampaignBrevo, Mailjet, Sendinblueagainst: HubSpot Marketing Hub, Mailchimpno first choiceagainst: ActiveCampaign, Constant Contact, Mailchimp
Two alternatives
Adobe Marketo Engage, HubSpot Marketing HubTwo alternatives
HubSpot Marketing Hub, Oracle EloquaFive alternatives
Adobe Campaign, Adobe Marketo Engage, HubSpot Marketing Hub, Klaviyo, Oracle EloquaOne alternative
AITBold 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. Full answer text is in the free responses file. Download the record
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 | 2026-10-01 11:16 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:42 | yes | 3 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:37 | yes | 13 | 19 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 12:07 | yes | 18 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 12:56 | yes | 24 | 7 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 12:27 | yes | 5 | 2 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 07:40 | yes | 22 | 27 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 07:56 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:53 | yes | 15 | 30 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:30 | yes | 14 | 27 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 13:06 | yes | 19 | 20 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 13:35 | yes | 10 | 16 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:26 | yes | 4 | 15 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:47 | yes | 12 | 21 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:58 | yes | 9 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:00 | yes | 3 | 7 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 13:55 | yes | 8 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 10:26 | yes | 20 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:49 | yes | 19 | 5 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:40 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:17 | yes | 23 | 30 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:36 | yes | 5 | 4 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:50 | no | 0 | 36 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:22 | yes | 19 | 21 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:13 | yes | 12 | 21 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:22 | yes | 5 | 15 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:51 | yes | 4 | 8 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 13:21 | yes | 14 | 17 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:59 | yes | 9 | 7 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:58 | yes | 1 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:31 | yes | 15 | 31 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 08:36 | yes | 19 | 5 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:56 | yes | 23 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:24 | yes | 12 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 12:52 | yes | 23 | 51 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:41 | yes | 5 | 1 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 13:43 | yes | 15 | 32 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:01 | yes | 20 | 33 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:23 | yes | 23 | 221 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 07:52 | yes | 15 | 33 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:12 | yes | 9 | 27 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:25 | yes | 15 | 34 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 13:26 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:07 | yes | 3 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:24 | yes | 17 | 34 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 11:20 | yes | 19 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:59 | yes | 20 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:29 | yes | 5 | 2 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 14:00 | yes | 24 | 39 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 07:25 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 12:22 | no | 0 | 44 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:02 | yes | 24 | 33 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:51 | yes | 23 | 75 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:57 | yes | 16 | 91 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:44 | yes | 2 | 17 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:11 | yes | 23 | 39 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:15 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:29 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 12:44 | no | 0 | 15 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 11:08 | yes | 20 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 12:01 | yes | 11 | 11 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:21 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:45 | yes | 15 | 57 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 12:08 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 12:41 | no | 0 | 34 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:51 | yes | 12 | 29 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:16 | yes | 12 | 45 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 11:31 | yes | 5 | 20 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:34 | yes | 4 | 20 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:26 | yes | 19 | 34 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 12:41 | yes | 16 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:13 | yes | 4 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:27 | yes | 16 | 29 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 14:03 | yes | 19 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:20 | yes | 16 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:31 | yes | 11 | 7 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:25 | yes | 23 | 57 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 13:45 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:17 | yes | 9 | 53 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:10 | yes | 23 | 29 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:24 | yes | 19 | 27 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:21 | yes | 24 | 49 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:02 | yes | 2 | 25 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:55 | yes | 22 | 58 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
Adobe read as Adobe Campaign
HubSpot read as HubSpot Marketing Hub
HubSpot (Enterprise) read as HubSpot Marketing Hub
HubSpot (Marketing Hub Enterprise) read as HubSpot Marketing Hub
HubSpot (Standard/Pro) read as HubSpot Marketing Hub
Hubspot read as HubSpot Marketing Hub
Salesforce read as Salesforce Marketing Cloud
Unresolved, counted raw
AIT
AIT.com's Email Marketing
BigMailer
Emma HQ by Marigold
Discontinued, still offered
No shut-down product was recommended here.