Content marketing platforms for small business buyers
Asked as “content marketing platform”, and as “content planning and production tool for marketing teams”, on behalf of a small B2B company. 45 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
31%
Contested · CoSchedule Marketing Suite 18%
31HubSpot Content Hub18CoSchedule Marketing Suite09Buffer42others
31% 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 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.
Google Analytics 4 is made by Google, whose model Gemini 3.5 Flash is in the set. On the four share prompts that model made it the first choice zero times of 4; the other eleven models zero times of 44. Lab treatment is defined on the method page; the row is marked, not excluded.
Head to head
HubSpot Content Hub vs CoSchedule Marketing SuiteHubSpot Content Hub vs AsanaHubSpot Content Hub vs StoryChief
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 Content Hub vs BufferHubSpot Content Hub vs CanvaCoSchedule Marketing Suite vs AsanaCoSchedule Marketing Suite vs StoryChiefCoSchedule Marketing Suite vs BufferCoSchedule Marketing Suite vs CanvaAsana vs StoryChiefAsana vs BufferAsana vs CanvaStoryChief vs BufferStoryChief vs CanvaBuffer vs Canva
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
12Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01HubSpot Content Hub31%
HubSpot Content Hub31%02CoSchedule Marketing Suite18%
CoSchedule Marketing Suite18%03Buffer9%
Buffer9%04Canva9%
Canva9%05Notion4%
Notion4%06StoryChief4%
StoryChief4%07Mailchimp2%
Mailchimp2%08Jasper0%
Jasper0%09Semrush Content Marketing Platform0%
Semrush Content Marketing Platform0%10Surfer SEO0%
Surfer SEO0%11Google Analytics 40%
Google Analytics 40%12Contently0%
Contently0%What they warned about
Zero of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.20, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, 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.
Contently83%
10 of 12 labels negative · 6 of 12 models · 3 hard negative
“using an enterprise-level "Content Marketing Platform" (like Contently or Optimizely) is usually out of the question” Gemini 3.5 Flash, budget prompt
HubSpot Content Hub14%
6 of 42 labels negative · 5 of 12 models · 1 hard negative
“Platforms to avoid (high-tiers): HubSpot (Professional/Enterprise), Salesforce Marketing Cloud, Adobe Marketo Engage” Gemini 3.5 Flash, negative prompt
Adobe GenStudio80%
4 of 5 labels negative · 4 of 12 models · 2 hard negative
“High-end suites like Adobe GenStudio or Optimizely CMP — ... usually a poor fit” Perplexity Sonar, negative prompt
Semrush Content Marketing Platform25%
7 of 28 labels negative · 4 of 12 models · 2 hard negative
“Avoid the enterprise platforms (... Semrush/Ahrefs full suites” DeepSeek V4 Flash, budget 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
20 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. 264 links across 157 sites, every framing counted. Ranked by the number of answers carrying the site or page. The other 8 models searched through a gateway that returned no source list on this edition.
vendor site · HubSpot12 answers · 17 citations · 3 models
10 answers · 17 citations · 3 models
vendor site · StoryChief8 answers · 11 citations · 3 models
vendor site · Omnibound7 answers · 7 citations · 3 models
vendor site · Planable5 answers · 6 citations · 3 models
vendor site · Gartner5 answers · 5 citations · 1 model
vendor site · ConvertMate4 answers · 4 citations · 2 models
vendor site · YouTube3 answers · 9 citations · 1 model
3 answers · 4 citations · 2 models
vendor site · Averi3 answers · 3 citations · 2 models
vendor site · SocialBee3 answers · 3 citations · 2 models
vendor site · Software Advice3 answers · 3 citations · 1 model
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.
10 answers · 3 models
9 answers · 3 models
7 answers · 3 models
4 answers · 2 models
4 answers · 1 model
4 answers · 1 model
4 answers · 2 models
4 answers · 3 models
3 answers · 2 models
3 answers · 1 model
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best content marketing platform”, “content 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 |
|---|---|---|---|---|---|---|---|
| HubSpot parent site HubSpot Content Hub 31%, HubSpot Marketing Hub 7%, HubSpot for Marketers 2% | 40% | 991 | 368,000 | 9,776 | |||
| CoSchedule Marketing Suite coschedule.com | 18% | 100 | 20 | 0 | 38,502 | 1 | |
| Buffer buffer.com | 9% | 202 | 90,500 | 35,151 | 966,256 | 18 | |
| Canva canva.com | 9% | 185 | 24,900,000 | 183,421 | 81,177,765 | 101 | |
| Notion notion.com | 4% | 222 | 673,000 | 15,608 | 1,061,466 | 52 | |
| StoryChief storychief.io | 4% | 25 | 320 | 5 | 29,114 | ||
| Intuit mailchimp.com Mailchimp 2% | 2% | 328 | 368,000 | 6,862 | 1,931,402 | $1,214 | 107 |
| ActiveCampaign activecampaign.com | 2% | 437 | 18,100 | 307 | 235,709 | $1,424 | 32 |
| Averi averi.ai | 2% | 1 | |||||
| Enji enji.co | 2% | 7 | 2,400 | 682 | 1,066 | 4 |
Google's top ten for the two searches hold 15 sites; 0 of them are among the sites the models cited here. The first result for “best content marketing platform” is adroitte.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 content marketing platform for a small B2B company?”Paraphrase“Which content planning and production tool for marketing teams would you recommend to a small business that sells to other businesses?”Comparative“What are the top content marketing platforms for a small team and how do they differ?”Budget-constrained“What is the best content marketing platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a content marketing platform. What should we look at?”Negative“Which content marketing platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5Enji, HubSpot Content HubHubSpot Content HubChangedClickUpMoosendno first choiceagainst: Pinterest, Reddit, Snapchat, TikTok, YouTube
Two alternatives
ActiveCampaign, UberflipThree alternatives
Airtable, Buffer, Monday.comSeven alternatives
Airtable, Buffer, Jasper, Narrato, Notion, Semrush Content Marketing Platform, Surfer SEOFour alternatives
$99 Social, Google Analytics 4, Semrush Content Marketing Platform, SocialBeeGPT-5.4 miniHubSpot Content Hub, HubSpot Marketing HubCoSchedule Marketing SuiteChangedHubSpot Content HubHubSpot Content Hubno first choicenothing named
Three alternatives
Content Harmony, Semrush Content Marketing Platform, Sprout SocialTwo alternatives
Asana, NotionNine alternatives
Ahrefs, Airtable, Buffer, CoSchedule Marketing Suite, Kit, Mailchimp, Notion, Semrush Content Marketing Platform, Sprout SocialOne alternative
BufferGemini 3.5 FlashHubSpot Content Hubagainst: Adobe GenStudio, Contently, SkywordStoryChiefChangedCoSchedule Marketing Suite, StoryChiefHubSpot Content Hubagainst: Contently, Optimizely CMSStoryChiefagainst: Optimizely CMS, Sprinklr Marketingagainst: Adobe Experience Manager, Adobe Marketo Engage, Aprimo, Contentful, Contently, HubSpot Content Hub, Optimizely CMS, Salesforce Marketing Cloud, Sitecore, Skyword, Sprinklr Marketing, Sprout Social
Four alternatives
CoSchedule Marketing Suite, Notion, Semrush Content Marketing Platform, StoryChiefFive alternatives
Airtable, Asana, ClickUp, CoSchedule Marketing Suite, NotionFour alternatives
HubSpot Content Hub, Later, Metricool, Semrush Content Marketing PlatformEleven alternatives
Beehiiv, Buffer, Canva, CapCut, ChatGPT, Claude, Ghost, MailerLite, Notion, PosterMyWall, WordPressFive alternatives
Asana, ClickUp, CoSchedule Marketing Suite, HubSpot Content Hub, Monday.comPerplexity SonarHubSpot Content Hub, HubSpot Marketing HubNotionChangedno first choiceHubSpot Content Hubno first choiceagainst: Adobe GenStudio, Agorapulse, BuzzSumo, Contently, Hootsuite, HubSpot Content Hub, Optimizely CMP, Semrush Content Marketing Platform, Sprout Social
Six alternatives
Buffer, Canva, CoSchedule Marketing Suite, Jasper, Notion, Semrush Content Marketing PlatformThree alternatives
HubSpot Content Hub, HubSpot Marketing Hub, PlanableSeven alternatives
Buffer, CoSchedule Marketing Suite, ContentStudio, HubSpot Content Hub, Jasper, Narrato, StackbyOne alternative
BufferGrok 4.20HubSpot Content Hubagainst: ActiveCampaign, Clearscope, CoSchedule Marketing Suite, Semrush Content Marketing PlatformCoSchedule Marketing SuiteChangedCoSchedule Marketing Suite, Narratoagainst: Adobe GenStudio, SkywordHubSpot Content Hubagainst: Ahrefs, Semrush Content Marketing Platformno first choiceagainst: Adobe Experience Cloud, Adobe Marketo Engage, Bark, LinkedIn Campaign Manager, Meta, MyBuilder, Pinterest, Salesforce Marketing Cloud, Skyword, Snapchat, TikTok
One alternative
EnjiOne alternative
NotionFour alternatives
Buffer, ContentStudio, HubSpot Content Hub, JasperFive alternatives
Buffer, Canva, Google Analytics 4, Google Search Console, MailchimpMistral SmallHubSpot Content Hubno first choiceChangedHubSpot Content HubHubSpot Free Planno first choiceagainst: Contentlyagainst: Gumroad, Nuvei, Patreon, Substack, VidIQ
Seven alternatives
ActiveCampaign, Buffer, Canva, Enji, Jasper, Notion, PathFactoryThree alternatives
Jasper, StoryChief, Surfer SEOFive alternatives
Brevo, Buffer Free Plan, Canva Free Plan, EngageBay, GetResponseDeepSeek V4 FlashHubSpot Content HubCoSchedule Marketing SuiteChangedCoSchedule Marketing Suite, Stackbyagainst: HubSpot Content Hub, HubSpot Marketing HubAveri, Canvaagainst: Ahrefs, Contentful, Contentstack, Hootsuite, Kontent, Semrush Content Marketing Platformno first choiceagainst: Contentlyagainst: Ahrefs, Clearscope, Contena, Contently, CopyPress, HubSpot Content Hub, Jasper, Meta, Semrush Content Marketing Platform, Textbroker, X
Two alternatives
CoSchedule Marketing Suite, Semrush Content Marketing PlatformTwo alternatives
Notion, PlanableFive alternatives
Buffer, Notion, Planable, Semrush Content Marketing Platform, StoryChiefSix alternatives
Buffer, Google Analytics 4, Google Search Console, HubSpot Content Hub, Mailchimp, WordPressLlama 4 MaverickNotionCoSchedule Marketing SuiteChangedAverino first choiceno first choicenothing named
Five alternatives
Buffer, Canva, CoSchedule Marketing Suite, Foleon, JasperThree alternatives
CoSchedule Marketing Suite, Jasper, StoryChiefQwen 3.7 FlashHubSpot Content HubCoSchedule Marketing SuiteChangedHubSpot Content Hub, KitBuffer, CanvaCoSchedule Marketing Suiteagainst: Adobe Experience Manager, Buffer, Fiverr, HubSpot Content Hub, Mayple, Salesforce
Three alternatives
ActiveCampaign, CoSchedule Marketing Suite, StoryChiefTwo alternatives
HubSpot Content Planner, NotionFour alternatives
CoSchedule Marketing Suite, Monday.com, Trello, WordPressEight alternatives
Ahrefs, Canva, Clearscope, Coda, HubSpot Content Hub, Notion, Semrush Content Marketing Platform, Surfer SEOKimi K2ActiveCampaignagainst: HubSpot Content HubCoSchedule Social CalendarChangedCoSchedule Marketing Suite, HubSpot Content Hub, StoryChiefagainst: ContentlyBuffer, Canva, HubSpot Marketing Hubagainst: Ahrefs, Hootsuite, Semrush Content Marketing Platform, Sprout Socialno first choiceagainst: Adobe GenStudio, Brandwatch, BuzzSumo, Content360.io, Contently, GRIN, HubSpot Marketing Hub, Optimizely CMP, PathFactory, Salesforce Social Studio, Semrush Content Marketing Platform, Skyword, Uberflip
Two alternatives
CoSchedule Marketing Suite, StackbyTwo alternatives
Notion, StoryChiefNine alternatives
ContentShake AI, Copy.ai, Jasper, Letterdrop, Narrato, Notion, Semrush Content Marketing Platform, Stackby, Surfer SEOThree alternatives
Brevo, ChatGPT, Google Analytics 4GLM 4.7 FlashXHubSpot Content HubCoSchedule Marketing SuiteChangedHubSpot Marketing Hub, StoryChiefBuffer, Canva, Mailchimpagainst: BuzzStream, Contentful, Curata, DivvyHQ, HubSpot Marketing Hub, Influencity, PathFactoryno first choiceagainst: Facebook, GetResponse, Instagram, Snapchat, TikTok, X
Four alternatives
Buffer, CoSchedule Marketing Suite, Semrush Content Marketing Platform, StoryChiefFour alternatives
Airtable, Canva, Jasper, NotionSix alternatives
Averi, Buffer, Canva, Jasper, Notion, Surfer SEOFive alternatives
Beehiiv, Google Analytics 4, Google Search Console, Klaviyo, MozMiniMax M2.5HubSpot for MarketersCoSchedule Marketing SuiteChangedHubSpot Content Hub, StackbyBufferno first choiceagainst: Contently, Optimizely CMS, Sitecore, Skyword
Four alternatives
Buffer, CoSchedule Marketing Suite, Jasper, Postiv AIFour alternatives
Buffer, Notion, Planable, StoryChiefFive alternatives
Buffer, Canva, ChatGPT, Jasper, NotionFour alternatives
Canva, Google Analytics 4, Google Search Console, MailchimpBold 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 01:13 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 02:04 | yes | 5 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:41 | yes | 16 | 25 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 00:26 | yes | 20 | 6 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 00:11 | yes | 0 | 7 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:03 | yes | 0 | 9 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 00:34 | yes | 0 | 20 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:15 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:59 | yes | 0 | 41 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:13 | yes | 0 | 27 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 00:06 | yes | 0 | 22 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 22:51 | yes | 0 | 19 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:36 | yes | 9 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 01:06 | yes | 3 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:07 | yes | 10 | 20 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 02:51 | yes | 20 | 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 01:44 | yes | 0 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:03 | no | 0 | 1 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 02:04 | yes | 0 | 23 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 22:58 | yes | 0 | 1 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:11 | no | 0 | 50 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:54 | yes | 0 | 31 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 03:54 | yes | 0 | 31 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 01:17 | yes | 0 | 19 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:12 | yes | 16 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:57 | no | 0 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:16 | yes | 21 | 26 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 01:26 | yes | 19 | 9 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 04:57 | yes | 0 | 8 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:01 | yes | 0 | 11 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 04:13 | yes | 0 | 62 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:12 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:37 | no | 0 | 42 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:57 | yes | 0 | 63 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:00 | yes | 0 | 106 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:18 | yes | 0 | 20 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:26 | yes | 8 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:32 | yes | 2 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:20 | yes | 10 | 17 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-15 02:11 | yes | 20 | 7 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 02:41 | yes | 0 | 5 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:14 | yes | 0 | 8 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-14 23:09 | yes | 0 | 11 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:01 | yes | 0 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:06 | yes | 0 | 33 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 22:59 | yes | 0 | 26 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:28 | yes | 0 | 30 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:31 | yes | 0 | 23 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:01 | no | 0 | 8 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 02:47 | no | 0 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:47 | no | 0 | 15 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 00:09 | yes | 20 | 8 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 02:39 | yes | 0 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:58 | no | 0 | 11 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 00:45 | yes | 0 | 47 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:32 | yes | 0 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:57 | yes | 0 | 34 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:40 | yes | 0 | 46 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:20 | yes | 0 | 16 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 02:10 | yes | 0 | 16 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 04:44 | yes | 9 | 7 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:48 | yes | 6 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:11 | yes | 21 | 34 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-15 04:12 | yes | 20 | 8 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 23:34 | yes | 0 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:23 | yes | 0 | 10 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 02:50 | yes | 0 | 32 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 23:40 | yes | 0 | 1 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 05:04 | yes | 0 | 35 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 01:23 | yes | 0 | 43 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:58 | yes | 0 | 64 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:51 | yes | 0 | 21 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
CoSchedule read as CoSchedule Marketing Suite
CoSchedule (Marketing Suite) read as CoSchedule Marketing Suite
HubSpot read as HubSpot Content Hub
HubSpot (Content Hub / Marketing Hub) read as HubSpot Content Hub
HubSpot (Free or Starter Tier) read as HubSpot Content Hub
HubSpot (Marketing Hub / Content Hub) read as HubSpot Content Hub
HubSpot (Professional/Enterprise) read as HubSpot Content Hub
HubSpot (free tier) read as HubSpot Content Hub
HubSpot Content Hub Free or Starter read as HubSpot Content Hub
LinkedIn read as LinkedIn articles
SEMrush read as Semrush Content Marketing Platform
Semrush read as Semrush Content Marketing Platform
Semrush (Content Marketing Toolkit) read as Semrush Content Marketing Platform
Semrush Content Toolkit read as Semrush Content Marketing Platform
Sprinklr read as Sprinklr Marketing
Unresolved, counted raw
$99 Social
Bark
Bluesky
Buffer Free Plan
Canva Free Plan
CoSchedule Social Calendar
ContentCal (now Adobe Express Content Scheduler)
ContentShake AI
HubSpot Content Planner
HubSpot Free Plan
INK AI Writer / AISEO
Mastodon
Mayple
Meta (Facebook & Instagram)
Meta (Facebook/Instagram)
MyBuilder
Salesforce
eesel AI blog writer
theStacc
Discontinued, still offered
No shut-down product was recommended here.