Email marketing platforms for enterprise buyers
Asked as “email marketing platform”, and as “email marketing tool”, on behalf of an enterprise B2B company. 48 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
23%
Contested · HubSpot Marketing Hub 21%
23Adobe Marketo Engage21HubSpot Marketing Hub19Salesforce Marketing Cloud38others
23% 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 an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the five 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 enterprise.
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% negative40%
Key
01Adobe Marketo Engage23%
Adobe Marketo Engage23%02HubSpot Marketing Hub21%
HubSpot Marketing Hub21%03Salesforce Marketing Cloud19%
Salesforce Marketing Cloud19%04Brevo12%
Brevo12%05ActiveCampaign4%
ActiveCampaign4%06Adobe Campaign2%
Adobe Campaign2%07Braze2%
Braze2%08Oracle Eloqua2%
Oracle Eloqua2%09Salesforce Marketing Cloud Account Engagement0%
Salesforce Marketing Cloud Account Engagement0%10Iterable0%
Iterable0%11Klaviyo0%
Klaviyo0%12Constant Contact0%
Constant Contact0%13Mailchimp0%
Mailchimp0%What they warned about
Six of twelve models held their first choice under the paraphrase. GPT-5.4 mini, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash, GLM 4.7 FlashX and MiniMax M2.5 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%
14 of 16 labels negative · 10 of 12 models · 10 hard negative
“Mid-Market Platforms (Avoid for True Enterprise Scale)... Mailchimp, ActiveCampaign, and Omnisend are excellent for startups ... frequently fail enterprise requirements” Qwen 3.7 Flash, negative prompt
Constant Contact83%
10 of 12 labels negative · 9 of 12 models · 6 hard negative
“Constant Contact: Small-business oriented... Best for infrequent low-volume sends, not enterprise.” Grok 4.20, negative prompt
Klaviyo40%
10 of 25 labels negative · 8 of 12 models · 5 hard negative
“Best for: D2C e-commerce brands on Shopify/WooCommerce; avoid for B2B enterprises” Kimi K2, negative prompt
HubSpot Marketing Hub19%
11 of 59 labels negative · 8 of 12 models · 3 hard negative
“HubSpot Marketing Hub Professional/Enterprise (not recommended for pure email focus; expensive, feature-gated, and contact-based billing)” GLM 4.7 FlashX, 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
22 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. 268 links across 133 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.
12 answers · 16 citations · 3 models
vendor site · Mailtrap9 answers · 12 citations · 3 models
vendor site · InsiderOne9 answers · 11 citations · 3 models
vendor site · Brevo7 answers · 7 citations · 3 models
vendor site · Sequenzy6 answers · 9 citations · 2 models
vendor site · Constant Contact6 answers · 7 citations · 3 models
vendor site · Klaviyo6 answers · 6 citations · 2 models
vendor site · Campaign Monitor5 answers · 6 citations · 2 models
vendor site · ZoomInfo5 answers · 5 citations · 2 models
vendor site · Attentive4 answers · 4 citations · 2 models
4 answers · 4 citations · 3 models
vendor site · Mailmodo4 answers · 4 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.
9 answers · 3 models
7 answers · 3 models
7 answers · 3 models
6 answers · 2 models
6 answers · 2 models
5 answers · 3 models
5 answers · 2 models
4 answers · 2 models
4 answers · 2 models
4 answers · 3 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 |
|---|---|---|---|---|---|---|---|---|
| Adobe parent site Adobe Marketo Engage 23%, Adobe Marketing Cloud 0% | 23% | 311 | 1,220,000 | 117,563 | ||||
| HubSpot parent site HubSpot Marketing Hub 21% | 21% | 991 | 368,000 | 9,776 | ||||
| Salesforce parent site Salesforce Marketing Cloud 19%, Salesforce Marketing Cloud Account Engagement 0% | 19% | 317 | 550,000 | 60,632 | ||||
| Brevo brevo.com | 12% | 440 | 40,500 | 327 | 81,741 | $17,847 | 106 | 9 |
| ActiveCampaign activecampaign.com | 4% | 437 | 18,100 | 307 | 235,709 | $1,424 | 32 | |
| MailerLite mailerlite.com | 4% | 150 | 49,500 | 311 | 59,716 | $85 | 115 | 7 |
| Adobe Campaign adobe.com | 2% | 40 | 720 | 69 | 242,010,966 | $9,855 | 119 | |
| Braze braze.com | 2% | 540 | 27,100 | 6,395 | 55,552 | $13,112 | 59 | |
| Oracle parent site Oracle Eloqua 2%, Oracle Responsys 0% | 2% | 118 | 450,000 | 66,611 | ||||
| Emma | 2% |
Google's top ten for the two searches hold 11 sites; 5 of them are among the sites the models cited here (brevo.com, constantcontact.com, emailtooltester.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 4.5Adobe Marketo EngageAdobe Marketo EngageHeldActiveCampaignagainst: Adobe Marketo EngageBrevo, SendXagainst: ActiveCampaign, Klaviyono first choiceagainst: Constant Contact
Three alternatives
ActiveCampaign, HubSpot Marketing Hub, ZoomInfo MarketingOne alternative
HubSpot Marketing HubFive alternatives
Adobe Campaign, HubSpot Marketing Hub, Klaviyo, Salesforce Marketing Cloud, UniOneOne alternative
FlodeskGPT-5.4 miniAdobe Marketo EngageSalesforce Marketing CloudChangedSalesforce Marketing CloudHubSpot Marketing Hubno first choiceagainst: Salesforce Marketing Cloud, Salesforce core email features
Four alternatives
HubSpot Marketing Hub, Oracle Eloqua, Salesforce Marketing Cloud, Salesforce Marketing Cloud Account EngagementTwo alternatives
HubSpot Marketing Hub, Oracle Fusion MarketingTwo alternatives
Adobe Marketo Engage, Oracle ResponsysOne alternative
SendGridGemini 3.5 FlashAdobe Marketo EngageAdobe Marketo EngageHeldno first choiceBrevo, Emmaagainst: HubSpot Marketing Hub, Salesforce Marketing Cloudno first choiceagainst: AWeber, Beehiiv, Constant Contact, Flodesk, Keap, Kit, Mailchimp
Four alternatives
ActiveCampaign, HubSpot Marketing Hub, Oracle Eloqua, Salesforce Marketing Cloud Account EngagementFour alternatives
ActiveCampaign, HubSpot Marketing Hub, Oracle Eloqua, Salesforce Marketing Cloud Account EngagementSix alternatives
Adobe Marketo Engage, Braze, HubSpot Marketing Hub, Iterable, Klaviyo, Salesforce Marketing CloudTwo alternatives
GoHighLevel, Interspire Email MarketerPerplexity SonarHubSpot Marketing HubHubSpot Marketing HubHeldHubSpot Marketing HubBrevoagainst: HubSpot Marketing Hubno first choiceagainst: Brevo, Constant Contact, GetResponse, Mailchimp, MailerLite, Omnisend, Oracle Eloqua
Two alternatives
Adobe Marketo Engage, Salesforce Marketing CloudTwo alternatives
Adobe Marketo Engage, Salesforce Marketing CloudNine alternatives
ActiveCampaign, Adobe Campaign, Adobe Marketo Engage, Braze, Brevo, Iterable, Klaviyo, Oracle Eloqua, Salesforce Marketing CloudOne alternative
ActiveCampaignGrok 4.20HubSpot Marketing HubHubSpot Marketing HubHeldSalesforce Marketing CloudActiveCampaignagainst: Amazon SES, Brevo, HubSpot Marketing Hub, Klaviyo, Mailchimp, SendGridno first choiceagainst: Benchmark Email, Constant Contact, GetResponse, Klaviyo, Mailchimp, MailerLite, SendPulse
Two alternatives
Adobe Marketo Engage, Salesforce Marketing Cloud Account EngagementThree alternatives
ActiveCampaign, Adobe Marketo Engage, Salesforce Marketing Cloud Account EngagementSix alternatives
ActiveCampaign, Adobe Campaign, Braze, HubSpot Marketing Hub, Iterable, KlaviyoFour alternatives
ActiveCampaign, Braze, HubSpot Marketing Hub, Salesforce Marketing CloudMistral SmallHubSpot Marketing Hubagainst: Brevo, Constant Contact, Klaviyo, MailchimpAdobe Marketo Engage, Salesforce Marketing CloudChangedSalesforce Marketing CloudBrevoagainst: Adobe Campaign, HubSpot Marketing Hub, Salesforce Marketing Cloudno first choiceagainst: Amazon SES, Brevo, Campaign Monitor, Constant Contact, Mailchimp, Mailgun, iContact
Four alternatives
ActiveCampaign, Adobe Campaign, Oracle Eloqua, Salesforce Marketing CloudOne alternative
HubSpot Marketing HubSix alternatives
ActiveCampaign, Adobe Campaign, Braze, HubSpot Marketing Hub, Klaviyo, Oracle EloquaOne alternative
ActiveCampaignDeepSeek V4 FlashAdobe Marketo Engageagainst: Oracle EloquaAdobe Marketo EngageHeldagainst: HubSpot Marketing Hub, Oracle Eloquano first choiceagainst: Adobe CampaignBrevoagainst: Adobe Marketo Engage, Braze, HubSpot Marketing Hub, Mailchimp, Salesforce Marketing CloudHubSpot Marketing Hubagainst: Klaviyoagainst: AWeber, Brevo, Campaign Monitor, Constant Contact, GetResponse, Kit, Klaviyo, Mailchimp, MailerLite
Two alternatives
HubSpot Marketing Hub, Salesforce Marketing Cloud Account EngagementOne alternative
Salesforce Marketing Cloud Account EngagementOne alternative
ActiveCampaignFive alternatives
Adobe Campaign, Adobe Marketo Engage, Braze, Iterable, Salesforce Marketing CloudLlama 4 Maverickno first choiceActiveCampaign, Brevo, HubSpot Marketing HubChangedno first choiceno first choiceno first choiceagainst: AWeber, ActiveCampaign, Benchmark Email, Campaigner, Constant Contact, Drip, Email Octopus, GetResponse, Kit, Klaviyo, Mailchimp, Mailjet, Mailmodo, Salesforce Marketing Cloud, SendGrid
Qwen 3.7 FlashAdobe Marketo Engage, Salesforce Marketing CloudSalesforce Marketing CloudChangedno first choiceMailerLite, MoosendSalesforce Marketing Cloudagainst: ActiveCampaign, Campaign Monitor, Iterable, Klaviyo, Mailchimp, Postmark, Resend, SendGridagainst: ActiveCampaign, Adobe Marketo Engage, Mailchimp, Omnisend, Salesforce Marketing Cloud
Three alternatives
ActiveCampaign, HubSpot Marketing Hub, Oracle EloquaTwo alternatives
Adobe Campaign, HubSpot Marketing HubFour alternatives
Adobe Marketo Engage, Amazon Pinpoint, Salesforce Marketing Cloud, SendGridFive alternatives
Adobe Campaign, Adobe Marketo Engage, Braze, HubSpot Marketing Hub, Oracle EloquaKimi K2Adobe Marketo EngageAdobe Marketo EngageHeldagainst: HubSpot Marketing HubActiveCampaignMailerLiteagainst: Adobe Campaign, Braze, Flodesk, HubSpot Marketing Hub, Iterable, Oracle Eloqua, Salesforce Marketing CloudAdobe Campaign, HubSpot Marketing Hub, Salesforce Marketing Cloudagainst: Brevo, Constant Contact, Customer.io, HubSpot Marketing Hub, Klaviyo, Mailchimp
Two alternatives
HubSpot Marketing Hub, Salesforce Marketing Cloud Account EngagementTwo alternatives
Oracle Eloqua, Salesforce Marketing Cloud Account EngagementSeven alternatives
Adobe Campaign, Adobe Marketing Cloud, Adobe Marketo Engage, Braze, HubSpot Marketing Hub, Klaviyo, Salesforce Marketing CloudTwo alternatives
Brevo, Customer.ioTwo alternatives
Braze, IterableGLM 4.7 FlashXno first choiceSalesforce Marketing CloudChangedHubSpot Marketing HubHubSpot Marketing Hubagainst: Klaviyono first choiceagainst: Bluehost, GMass, Google Workspace, Hostgator, HubSpot Marketing Hub, Mailchimp, Microsoft 365, SiteGround
Six alternatives
Adobe Marketo Engage, Braze, HubSpot Marketing Hub, Microsoft Dynamics 365 Marketing, Oracle Eloqua, Salesforce Marketing Cloud Account EngagementThree alternatives
Adobe Marketo Engage, HubSpot Marketing Hub, Oracle EloquaFive alternatives
ActiveCampaign, Adobe Campaign, Brevo, Omnisend, Salesforce Marketing CloudThree alternatives
Adobe Marketo Engage, Iterable, Salesforce Marketing Cloud Account EngagementMiniMax M2.5HubSpot Email Marketing, Salesforce Marketing CloudOracle Eloqua, Salesforce Marketing CloudChangedSAP Emarsys, Salesforce Marketing CloudBeehiivagainst: HubSpot Marketing HubBrazeagainst: AWeber, Benchmark Email, Brevo, Constant Contact, Drip, GetResponse, Mailchimp, Mailjet, Omnisend, SendGrid
Two alternatives
SAP Emarsys, Salesforce Marketing Cloud Account EngagementOne alternative
HubSpot Marketing HubFive alternatives
Adobe Marketo Engage, Braze, Iterable, Klaviyo, Oracle ResponsysFour alternatives
ActiveCampaign, Adobe Campaign, Brevo, Salesforce Marketing CloudThree alternatives
ActiveCampaign, HubSpot Marketing Hub, Salesforce Marketing CloudBold 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 23:41 | yes | 7 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:18 | yes | 3 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 02:56 | yes | 11 | 20 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-14 23:11 | 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) | 2026-09-14 23:37 | yes | 0 | 7 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:31 | yes | 0 | 9 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 04:22 | yes | 0 | 27 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:11 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:58 | no | 0 | 30 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 05:03 | yes | 0 | 34 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 00:05 | yes | 0 | 22 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:32 | yes | 0 | 16 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 00:25 | yes | 6 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:18 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 05:07 | yes | 12 | 25 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 03:15 | yes | 20 | 18 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 03:24 | yes | 0 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:35 | yes | 0 | 7 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 00:11 | yes | 0 | 42 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 05:01 | yes | 0 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:33 | yes | 0 | 17 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:26 | yes | 0 | 25 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 03:01 | yes | 0 | 108 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:33 | yes | 0 | 23 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 04:18 | yes | 6 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:40 | yes | 4 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:12 | yes | 19 | 31 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 02:32 | yes | 20 | 8 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) | 2026-09-14 23:39 | yes | 0 | 7 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 04:03 | yes | 0 | 13 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 03:06 | yes | 0 | 50 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:05 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 04:29 | yes | 0 | 32 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:40 | yes | 0 | 73 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:16 | yes | 0 | 172 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 02:16 | yes | 0 | 21 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:31 | yes | 19 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 01:38 | yes | 2 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:47 | yes | 13 | 32 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-15 03:48 | yes | 20 | 4 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 02:29 | yes | 0 | 9 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 04:46 | yes | 0 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 02:30 | yes | 0 | 35 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:47 | yes | 0 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:10 | yes | 0 | 69 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:08 | yes | 0 | 58 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:02 | yes | 0 | 93 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:10 | yes | 0 | 33 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 01:28 | yes | 16 | 12 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:39 | no | 0 | 13 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:27 | no | 0 | 16 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 00:19 | yes | 20 | 10 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 01:52 | yes | 0 | 10 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:22 | no | 0 | 11 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 03:48 | yes | 0 | 29 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:14 | yes | 0 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:33 | yes | 0 | 29 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:42 | yes | 0 | 55 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 00:30 | yes | 0 | 92 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:55 | yes | 0 | 17 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 04:26 | yes | 16 | 12 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:02 | yes | 3 | 4 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:57 | yes | 8 | 22 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-15 04:15 | yes | 20 | 7 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) | 2026-09-14 23:32 | yes | 0 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:08 | yes | 0 | 13 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-14 23:22 | yes | 0 | 44 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 23:52 | yes | 0 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:54 | yes | 0 | 67 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:38 | yes | 0 | 55 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:50 | yes | 0 | 44 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:24 | yes | 0 | 28 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
Adobe read as Adobe Campaign
HubSpot read as HubSpot Marketing Hub
HubSpot (Enterprise Tier) read as HubSpot Marketing Hub
HubSpot (Marketing Hub Enterprise) read as HubSpot Marketing Hub
Unresolved, counted raw
Evox (WorksBuddy)
Hostgator
HubSpot Email Marketing
IBM Watson Campaign Automation
Interspire Email Marketer
Oracle Fusion Marketing
Salesforce core email features
UniOne
iContact
Discontinued, still offered
No shut-down product was recommended here.