Content management systems for marketing sites for enterprise buyers
Asked as “marketing website CMS”, and as “CMS for a marketing site”, on behalf of an enterprise B2B company. 51 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
37%
Contested · Adobe Experience Manager 12%
37Contentful12Adobe Experience Manager10WordPress41others
37% 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 fifteen head-to-head pages: the top six 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
13
14Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Contentful37%
Contentful37%02Adobe Experience Manager12%
Adobe Experience Manager12%03WordPress10%
WordPress10%04HubSpot Content Hub6%
HubSpot Content Hub6%05Sitecore Experience Platform6%
Sitecore Experience Platform6%06Sanity6%
Sanity6%07Contentstack4%
Contentstack4%08CoreMedia4%
CoreMedia4%09Webflow CMS2%
Webflow CMS2%10Acquia Drupal0%
Acquia Drupal0%11Storyblok0%
Storyblok0%12Optimizely CMS0%
Optimizely CMS0%13Drupal0%
Drupal0%14Strapi0%
Strapi0%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.
Contentful25%
15 of 61 labels negative · 9 of 12 models · 4 hard negative
“hard-caps its $300/mo plan at 20 users and forces a sales call/jump to enterprise pricing at user #21” DeepSeek V4 Flash, budget prompt
Adobe Experience Manager37%
19 of 51 labels negative · 9 of 12 models · 3 hard negative
“What to Avoid ... Highest TCO in market ($100K–$500K+/year before implementation)” Kimi K2, budget prompt
Sanity31%
13 of 42 labels negative · 9 of 12 models · 3 hard negative
“What to avoid for "thousands of users" Sanity, Storyblok, Contentful, Cosmic, Directus, Strapi — all have per-seat costs or hard user caps” DeepSeek V4 Flash, budget prompt
Sitecore Experience Platform33%
15 of 46 labels negative · 9 of 12 models · 2 hard negative
“High implementation and specialist costs; complex licensing” Kimi K2, 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
19 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. 271 links across 126 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 · CoreMedia12 answers · 12 citations · 3 models
8 answers · 8 citations · 3 models
7 answers · 10 citations · 3 models
vendor site · Kontent.ai7 answers · 7 citations · 3 models
vendor site · Reddit5 answers · 8 citations · 2 models
vendor site · Contentful5 answers · 7 citations · 3 models
vendor site · dotCMS5 answers · 6 citations · 3 models
vendor site · Agility CMS5 answers · 5 citations · 3 models
5 answers · 5 citations · 3 models
5 answers · 5 citations · 2 models
vendor site · LinkedIn5 answers · 5 citations · 1 model
4 answers · 5 citations · 2 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
11 answers · 3 models
8 answers · 3 models
6 answers · 3 models
5 answers · 2 models
4 answers · 2 models
4 answers · 3 models
4 answers · 1 model
4 answers · 1 model
4 answers · 2 models
4 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 marketing website cms”, “marketing website cms”. 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 |
|---|---|---|---|---|---|---|---|---|
| Contentful contentful.com | 37% | 130 | 12,100 | 128,668 | 99,730 | 75 | ||
| Adobe parent site Adobe Experience Manager 12% | 12% | 130 | 1,220,000 | 117,563 | ||||
| WordPress wordpress.com | 10% | 196 | 201,000 | 42,406 | 49,847,649 | $18 | 13 | |
| HubSpot parent site HubSpot Content Hub 6% | 6% | 318 | 368,000 | 9,776 | ||||
| Sitecore Experience Platform sitecore.com | 6% | 71 | 50 | 4 | 32,655 | $109 | 31 | |
| Sanity sanity.io | 6% | 61 | 27,100 | 3,142 | 49,180 | 115 | ||
| Contentstack contentstack.com | 4% | 33 | 2,900 | 54 | 41,274 | 54 | ||
| CoreMedia coremedia.com | 4% | 1 | 7 | |||||
| Webflow CMS webflow.com | 2% | 130 | 714,656 | $690 | 59 | |||
| Kontent.ai kontent.ai | 2% | 4 |
Google's top ten for the two searches hold 16 sites; 2 of them are among the sites the models cited here (coremedia.com, reddit.com). The first result for “best marketing website cms” is lilbigthings.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 marketing website CMS for an enterprise B2B company?”Paraphrase“Which CMS for a marketing site would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade content management systems for marketing websites and how do they differ?”Budget-constrained“What is the best marketing website CMS 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 a marketing website CMS. What should we look at?”Negative“Which content management systems for marketing websites should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5HubSpot Content Hub, Sitecore Experience Platformno first choiceChangedno first choiceAdobe Experience Managerno first choicenothing named
Three alternatives
Adobe Experience Manager, Contentful, StrapiFive alternatives
Adobe Experience Manager, Contentful, Drupal, HubSpot Content Hub, Sitecore Experience ManagerFour alternatives
Adobe Experience Manager, Contentful, HubSpot Content Hub, Sitecore Experience PlatformTwo alternatives
Kentico Xperience, WordPressGPT-5.4 miniAdobe Experience Manager, ContentfulContentfulChangedAdobe Experience ManagerDrupal in an enterprise hosting/support package, especially Acquia Cloud Platform / Acquia Site Factoryagainst: Contentfulno first choicenothing named
Four alternatives
Drupal, Sanity, Sitecore Experience Platform, WordPressTwo alternatives
Drupal, SanityFour alternatives
Acquia Drupal, Contentful, Sitecore Experience Platform, WordPressOne alternative
Sitecore Experience PlatformGemini 3.5 FlashWebflow CMSagainst: Adobe Experience Manager, Optimizely CMS, Sitecore Experience PlatformContentful, SanityChangedOptimizely OneWordPressagainst: Contentful, Sanity, Storyblokno first choiceagainst: Adobe Experience Manager, Sitecore Experience Platformagainst: Adobe Experience Manager, Contentful, Drupal, GoDaddy Website Builder, Joomla, Oracle Content Management, Sanity, SharePoint, Sitecore Experience Platform, Squarespace, Strapi, Weebly, Wix, WordPress
Three alternatives
Contentful, HubSpot Content Hub, StoryblokThree alternatives
Storyblok, Webflow CMS, WordPressEight alternatives
Acquia Drupal, Adobe Experience Manager, Contentful, Contentstack, Sanity, Sitecore Experience Platform, Storyblok, WordPressThree alternatives
Payload CMS, Strapi, dotCMSPerplexity SonarContentful, Kontent.aiContentfulChangedAdobe Experience ManagerHubSpot Content Hubno first choiceagainst: Adobe Experience Manager, Drupal, Joomla, Sanity, Sitecore Experience Platform, Strapi, WordPress
Three alternatives
HubSpot Content Hub, Sanity, Webflow CMSFive alternatives
Adobe Experience Manager, Contentstack, Drupal, HubSpot Content Hub, Webflow CMSEight alternatives
Acquia Drupal, Contentful, CoreMedia, HubSpot Content Hub, Sanity, Sitecore Experience Platform, Storyblok, Webflow CMSOne alternative
SanityGrok 4.20Adobe Experience ManagerContentfulChangedno first choiceWordPress, dotCMSagainst: Adobe Experience Manager, Contentful, Contentstack, Drupal, Sanity, Sitecore Experience PlatformContentfulagainst: Adobe Experience Manager, Drupal, Sitecore Experience Platform, Squarespace, Standard Webflow, Standard WordPress, Wix
Four alternatives
Acquia Drupal, Contentful, Optimizely CMS, Sitecore Experience PlatformSix alternatives
Adobe Experience Manager, Contentstack, Drupal, HubSpot Content Hub, Sitecore Experience Platform, WordPressFive alternatives
Acquia Drupal, Adobe Experience Manager, Contentstack, Sanity, Sitecore Experience PlatformMistral SmallCoreMediaContentfulChangedAdobe Experience ManagerAgility CMSagainst: Adobe Experience Manager, Contentful, Sanity, Storyblokno first choiceagainst: Craft CMS, Sitecore Experience Platform, Umbraco, WordPress
Four alternatives
Adobe Experience Manager, Contentful, Sitecore Experience Platform, WordPressTwo alternatives
Adobe Experience Manager, Sitecore Experience PlatformFour alternatives
CoreMedia, Drupal, Sitecore Experience Platform, WordPressThree alternatives
Contentful, Magnolia CMS, Sitecore Experience PlatformDeepSeek V4 FlashHubSpot Content Hubagainst: Adobe Experience Manager, WordPressContentfulChangedagainst: Adobe Experience Manager, WordPressno first choiceWordPressagainst: Adapto, ButterCMS, Contentful, Cosmic, Directus, Sanity, Storyblok, Strapino first choiceagainst: Adobe Experience Manager, WordPressagainst: Adobe Experience Manager, Contentful, Drupal, Joomla, Sanity, Sitecore Experience Platform, Squarespace, Webflow CMS, Weebly, Wix, WordPress
Seven alternatives
Contentful, Contentstack, Optimizely CMS, Sanity, Sitecore Experience Platform, Storyblok, Webflow CMSTwo alternatives
HubSpot Content Hub, SanityTwo alternatives
Acquia Drupal, CoreMediaLlama 4 MaverickContentfulContentful, ContentstackChangedno first choiceno first choiceno first choiceagainst: Webflow CMS, WordPress
Three alternatives
Builder.io, Prismic, StoryblokThree alternatives
Sanity, Webflow CMS, WordPressQwen 3.7 FlashBuilder.io, Contentful, CoreMediaSitecore Experience PlatformChangedagainst: Salesforce Experience CloudAdobe Experience ManagerAdapto CMSagainst: Adobe Experience Manager, Contentful, Sanity, Sitecore DXP, StoryblokContentfulagainst: Adobe Experience Manager, Strapiagainst: Adobe Experience Manager, Contentful, Drupal, Optimizely CMS, Sitecore Experience Platform, WordPress
Two alternatives
Prismic, StoryblokOne alternative
Adobe Experience ManagerThree alternatives
Contentful, Sitecore Experience Platform, Webflow CMSSix alternatives
Directus, Pantheon, Payload, Strapi, WP Engine, WordPress MultisiteTwo alternatives
Sitecore Experience Platform, WordPressKimi K2Contentful, SanityAdobe Experience ManagerChangedagainst: Contentfulno first choiceWordPressagainst: Adobe Experience Manager, Builder.io, Contentful, Cosmic, Sanity, Sitecore Experience PlatformContentfulagainst: Adobe Experience Manager, Contentful, Drupal, Sanity, Sitecore Experience Platform, Squarespace, Weebly, Wix
Five alternatives
Adobe Experience Manager, Contentstack, Optimizely CMS, Sitecore Experience Platform, StoryblokOne alternative
Sitecore Experience PlatformTwo alternatives
Agility CMS, Titan CMSFour alternatives
Kontent.ai, Sanity, Storyblok, StrapiGLM 4.7 FlashXAdobe Experience Manager, Sitecore Experience Platformagainst: WordPressAdobe Experience Manager, ContentfulChangedno first choiceagainst: StrapiAcquia Site Factory, WordPressagainst: Adobe Experience Manager, Contentful, Optimizely CMS, Sitecore Experience Platformno first choiceagainst: Adobe Experience Manager, Blogger, Contentful, Contentstack, Drupal, Ghost, Medium, Sanity, Sitecore Experience Platform, Squarespace, Webflow CMS, Weebly, Wix, WordPress
One alternative
HubSpot Content HubTwo alternatives
HubSpot Content Hub, WordPressSix alternatives
Adobe Experience Manager, Contentful, CoreMedia, Magnolia CMS, Sitecore Experience Platform, WordPressOne alternative
ContentstackMiniMax M2.5Contentful, SanityContentful, ContentstackChangedno first choiceContentfulagainst: Sanity, Sitecore Experience Platformno first choiceagainst: Adobe Experience Manager, Contentful, Contentstack, Drupal, Optimizely CMS, Sanity, Sitecore Experience Platform, Storyblok, WordPress
Two alternatives
HubSpot Content Hub, SanityEight alternatives
Adobe Experience Manager, Contentful, Contentstack, HubSpot Content Hub, Sanity, Sitecore Experience Platform, Webflow CMS, WordPressTwo alternatives
Acquia Drupal, WordPressBold 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 23:51 | no | 0 | 5 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:43 | no | 0 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:19 | yes | 14 | 26 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 01:15 | 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 04:23 | yes | 0 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 04:52 | yes | 0 | 11 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 03:53 | yes | 0 | 15 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:08 | yes | 0 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:35 | yes | 0 | 21 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 01:48 | yes | 0 | 31 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:52 | yes | 0 | 71 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 01:25 | yes | 0 | 21 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:27 | no | 0 | 5 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 00:32 | yes | 3 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:59 | yes | 12 | 24 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 00:01 | yes | 20 | 20 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) | 2026-09-14 23:56 | yes | 0 | 5 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 04:06 | no | 0 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-14 23:24 | yes | 0 | 24 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:59 | yes | 0 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 04:43 | yes | 0 | 67 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:59 | yes | 0 | 36 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:32 | yes | 0 | 16 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 01:00 | yes | 0 | 15 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:55 | yes | 11 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:46 | yes | 5 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:50 | yes | 22 | 29 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 04:10 | yes | 20 | 12 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 00:21 | yes | 0 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:36 | yes | 0 | 12 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-14 23:57 | yes | 0 | 51 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:24 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:39 | yes | 0 | 49 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:48 | yes | 0 | 52 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:10 | yes | 0 | 28 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 01:33 | yes | 0 | 14 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:29 | yes | 15 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 04:27 | yes | 3 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:51 | yes | 28 | 33 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-15 04:31 | yes | 20 | 5 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 03:48 | yes | 0 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:59 | yes | 0 | 10 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 02:22 | yes | 0 | 23 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:15 | yes | 0 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 04:09 | yes | 0 | 111 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:15 | yes | 0 | 70 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:07 | yes | 0 | 56 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:48 | yes | 0 | 47 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:10 | no | 0 | 5 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 00:59 | yes | 3 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:48 | no | 0 | 17 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 01:38 | yes | 19 | 11 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 00:44 | yes | 0 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:42 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-14 23:50 | yes | 0 | 51 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:34 | yes | 0 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:55 | no | 0 | 24 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:57 | yes | 0 | 49 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:31 | yes | 0 | 111 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 01:07 | yes | 0 | 24 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:51 | yes | 17 | 11 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 02:36 | yes | 6 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 03:23 | yes | 13 | 25 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-15 03:05 | yes | 20 | 6 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 01:19 | yes | 0 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:51 | yes | 0 | 8 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 00:29 | yes | 0 | 74 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:19 | yes | 0 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 23:45 | yes | 0 | 45 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 01:07 | yes | 0 | 35 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 03:04 | yes | 0 | 98 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 01:22 | yes | 0 | 22 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
Acquia read as Acquia Drupal
Acquia (Drupal) read as Acquia Drupal
Acquia (Drupal-based) read as Acquia Drupal
Adobe AEM read as Adobe Experience Manager
Adobe Experience Manager (AEM) Sites read as Adobe Experience Manager
Kentico read as Kentico Xperience
Magnolia read as Magnolia CMS
Sitecore read as Sitecore Experience Platform
Sitecore (XM Cloud or XP) read as Sitecore Experience Platform
Sitecore (XM Cloud) read as Sitecore Experience Platform
Sitecore XM Cloud read as Sitecore Experience Platform
Sitecore XP read as Sitecore Experience Platform
Webflow read as Webflow CMS
Webflow Enterprise read as Webflow CMS
Unresolved, counted raw
Acquia Site Factory
Adapto
Adapto CMS
Drupal in an enterprise hosting/support package, especially Acquia Cloud Platform / Acquia Site Factory
Ingeniux
Self-hosted Open Source (WordPress/Drupal + enterprise hosting)
Sitecore DXP
Sitecore Experience Manager
Standard Webflow
Titan CMS
Discontinued, still offered
No shut-down product was recommended here.