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. 50 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
22%
Contested · HubSpot Content Hub 18%
22Adobe Experience Manager18HubSpot Content Hub10Sitecore Experience Platform50others
22% of first choices, contested.
Since September 2026↗new leaderNew leader since September 2026: Adobe Experience Manager (23%) replaces Contentful (37% then, 9% now), 14 points clear, past the 11-point floor.Adobe Experience Manager leads at 23%, replacing Contentful, which led at 37% and stands at 9% now: 14 points clear, past the floor.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small business
WordPress38%Contested↗new leaderNew leader since September 2026: WordPress (38%) replaces Webflow (47% then, 23% now), 15 points clear, past the 11-point floor.Standing →Mid-market
HubSpot Content Hub42%Clear leader↗new leaderNew leader since September 2026: HubSpot Content Hub (44%) replaces WordPress (33% then, 31% now), 13 points clear, past the 11-point floor.Standing →Enterprise
Adobe Experience Manager22%Contested↗new leaderNew leader since September 2026: Adobe Experience Manager (23%) replaces Contentful (37% then, 9% now), 14 points clear, past the 11-point floor.This page
WordPress38%Contested↗new leaderNew leader since September 2026: WordPress (38%) replaces Webflow (47% then, 23% now), 15 points clear, past the 11-point floor.Standing →Mid-marketHubSpot Content Hub42%Clear leader↗new leaderNew leader since September 2026: HubSpot Content Hub (44%) replaces WordPress (33% then, 31% now), 13 points clear, past the 11-point floor.Standing →EnterpriseAdobe Experience Manager22%Contested↗new leaderNew leader since September 2026: Adobe Experience Manager (23%) replaces Contentful (37% then, 9% now), 14 points clear, past 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
01Adobe Experience Manager22%28%54criticized challenger▲+11Since September 2026: 12% → 23%, +11 points. Past the 11-point floor: movement. Read over the models both editions asked.12% → 23%
Adobe Experience Manager22%28%54criticized challenger▲+11Since September 2026: 12% → 23%, +11 points. Past the 11-point floor: movement. Read over the models both editions asked.12% → 23%02HubSpot Content Hub18%10%30accepted challenger▲+12Since September 2026: 6% → 18%, +12 points. Past the 11-point floor: movement. Read over the models both editions asked.6% → 18%
HubSpot Content Hub18%10%30accepted challenger▲+12Since September 2026: 6% → 18%, +12 points. Past the 11-point floor: movement. Read over the models both editions asked.6% → 18%03
Sitecore Experience Platform10%29%51criticized challenger▲+5Since September 2026: 6% → 11%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 11%
Sitecore Experience Platform10%29%51criticized challenger▲+5Since September 2026: 6% → 11%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 11%04
Contentful8%23%57accepted challenger▼−28Since September 2026: 37% → 9%, −28 points. Past the 11-point floor: movement. Read over the models both editions asked.37% → 9%
Contentful8%23%57accepted challenger▼−28Since September 2026: 37% → 9%, −28 points. Past the 11-point floor: movement. Read over the models both editions asked.37% → 9%05WordPress8%35%49criticized challenger▼−1Since September 2026: 10% → 9%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.10% → 9%
WordPress8%35%49criticized challenger▼−1Since September 2026: 10% → 9%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.10% → 9%06
Contentstack4%6%17accepted challenger▲+1Since September 2026: 4% → 5%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 5%
Contentstack4%6%17accepted challenger▲+1Since September 2026: 4% → 5%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.4% → 5%07
Webflow4%11%18accepted challenger▲+3Since September 2026: 2% → 5%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 5%
Webflow4%11%18accepted challenger▲+3Since September 2026: 2% → 5%, +3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 5%08
Optimizely CMS4%17%18accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Optimizely CMS4%17%18accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%09
Storyblok4%21%19accepted challenger▲+5Since September 2026: 0% → 5%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 5%
Storyblok4%21%19accepted challenger▲+5Since September 2026: 0% → 5%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 5%10
Drupal2%28%32criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Drupal2%28%32criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%Show the one product at 0%, ordered by negative rate
11
Sanity0%21%29accepted challenger▼−6Since September 2026: 6% → 0%, −6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 0%
Sanity0%21%29accepted challenger▼−6Since September 2026: 6% → 0%, −6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.6% → 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 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 →
0102030405060708091011Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Adobe Experience Manager22%
Adobe Experience Manager22%02HubSpot Content Hub18%
HubSpot Content Hub18%03Sitecore Experience Platform10%
Sitecore Experience Platform10%04Contentful8%
Contentful8%05WordPress8%
WordPress8%06Contentstack4%
Contentstack4%07Webflow4%
Webflow4%08Optimizely CMS4%
Optimizely CMS4%09Storyblok4%
Storyblok4%10Drupal2%
Drupal2%11Sanity0%
Sanity0%What they warned about
Two of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, 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.
WordPress35%
17 of 49 labels negative · 12 of 14 models · 3 hard negative
“Avoid for This Scale - WordPress/Drupal: Lacks native enterprise governance/security without heavy plugins.” Grok 4.1 Fast, paraphrase prompt
Adobe Experience Manager28%
15 of 54 labels negative · 10 of 14 models · 3 hard negative
“Avoid Adobe AEM and Sitecore unless you're already deeply invested in those ecosystems, as their pricing opacity makes budgeting difficult.” Kimi K2, budget prompt
Sitecore Experience Platform29%
15 of 51 labels negative · 10 of 14 models · 3 hard negative
“Sitecore has a reputation for being expensive, complex, and requiring significant developer involvement” MiniMax M2.5, negative prompt
Squarespace100%
9 of 9 labels negative · 9 of 14 models · 7 hard negative
“Proprietary builders like Wix and Squarespace for mission-critical marketing sites due to limited advanced SEO control, scalability caps and lock-in.” Muse Glimmer 30B, 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
76 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. 1103 links across 310 sites, every framing counted. Ranked by the number of answers carrying the site or page. 5 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
35 answers · 49 citations · 11 models
vendor site · Guideflow33 answers · 54 citations · 10 models
vendor site · CoreMedia31 answers · 42 citations · 11 models
vendor site · HubSpot21 answers · 34 citations · 11 models
vendor site · Webflow21 answers · 24 citations · 11 models
20 answers · 27 citations · 10 models
vendor site · LinkedIn20 answers · 24 citations · 10 models
19 answers · 27 citations · 11 models
vendor site · Brightspot18 answers · 20 citations · 8 models
vendor site · Elcom15 answers · 16 citations · 10 models
vendor site · Agility CMS14 answers · 25 citations · 11 models
vendor site · dotCMS14 answers · 24 citations · 10 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.
28 answers · 9 models
23 answers · 10 models
23 answers · 10 models
18 answers · 9 models
16 answers · 8 models
15 answers · 10 models
14 answers · 7 models
14 answers · 6 models
14 answers · 6 models
14 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 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 |
|---|---|---|---|---|---|---|---|---|
| Adobe parent site Adobe Experience Manager 22% | 22% | 99 | 1,220,000 | 117,563 | ||||
| HubSpot parent site HubSpot Content Hub 18% | 18% | 278 | 368,000 | 9,776 | ||||
| Sitecore Experience Platform sitecore.com | 10% | 61 | 50 | 4 | 32,655 | $109 | 31 | |
| Contentful contentful.com | 8% | 139 | 12,100 | 128,668 | 99,730 | 75 | ||
| WordPress wordpress.com | 8% | 203 | 201,000 | 42,406 | 49,847,649 | $18 | 13 | |
| Agility CMS agilitycms.com | 6% | 7 | ||||||
| Contentstack contentstack.com | 4% | 24 | 2,900 | 54 | 41,274 | 54 | ||
| Webflow webflow.com | 4% | 192 | 74,000 | 2,193 | 714,656 | $690 | 59 | |
| Optimizely optimizely.com Optimizely CMS 4% | 4% | 237 | 60,500 | 36,211 | 200,757 company | $2 | 120 | 6 |
| Storyblok storyblok.com | 4% | 42 | 4,400 | 57 | 17,055 | 7 |
Google's top ten for the two searches hold 16 sites; 2 of them are among the sites the models cited here (blog.hubspot.com, coremedia.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, StoryblokAdobe Experience ManagerChangedHubSpot Content HubBrightspot, Kontent.aiagainst: Contentful, Storyblokno first choiceagainst: Contentful, Prismic, Sanity, WordPress
Four alternatives
Builder.io, Contentful, Contentstack, Sitecore Experience PlatformThree alternatives
Contentful, HubSpot Content Hub, Sitecore Experience PlatformFour alternatives
Adobe Experience Manager, Kontent.ai, Sitecore Experience Platform, WordPressOne alternative
dotCMSGPT-5.4 miniAdobe Experience ManagerAdobe Experience ManagerHeldno first choiceStoryblokagainst: Contentful, Sitecore Experience Platformno first choiceagainst: WordPress
Three alternatives
Contentful, Sanity, Sitecore Experience PlatformOne alternative
Sitecore Experience PlatformOne alternative
Optimizely CMSTwo alternatives
Contentful, SanityGemini 3.5 FlashHubSpot Content Hub, Webflowagainst: Adobe Experience Manager, Sitecore Experience PlatformContentfulChangedagainst: Adobe Experience Manager, Drupalno first choiceWordPressagainst: Contentful, Sanityno first choiceagainst: Drupal, WordPressagainst: Adobe Commerce, Adobe Experience Manager, Joomla, Self-hosted WordPress.org, Sitecore Experience Platform, Squarespace, Standard Shopify, Weebly, Wix
Three alternatives
Contentful, Storyblok, WordPressThree alternatives
Optimizely CMS, Storyblok, WordPressSeven alternatives
Acquia Drupal, Adobe Experience Manager, Contentful, Contentstack, Optimizely CMS, Sitecore Experience Platform, WordPressThree alternatives
Craft CMS, Drupal via Acquia or Pantheon, Payload CMSTwo alternatives
Contentful, SanityPerplexity SonarContentfulContentstackChangedagainst: Adobe Experience Managerno first choiceagainst: DrupalAdobe Experience Managerno first choiceagainst: Squarespace, WordPress
Five alternatives
Adobe Experience Manager, Contentstack, HubSpot Content Hub, Sitecore Experience Platform, WebflowTwo alternatives
Contentful, CoreMediaTwo alternatives
HubSpot Content Hub, WebflowGrok 4.1 Fastno first choiceAdobe Experience Manager, Sitecore Experience PlatformChangedagainst: Drupal, HubSpot Content Hub, Storyblok, WordPressno first choiceAgility CMSagainst: Acquia Drupal, Adobe Experience Manager, Contentful, Sanity, Sitecore Experience Platform, StoryblokContentfulagainst: WordPressagainst: Contentful, Squarespace, Webflow, Wix, WordPress
Five alternatives
Acquia DXP, Adobe Experience Manager, HubSpot Content Hub, Optimizely CMS, Sitecore Experience PlatformOne alternative
ContentfulOne alternative
Kontent.aiThree alternatives
Contentstack, Sanity, StoryblokMistral SmallHubSpot Content HubAdobe Experience ManagerChangedagainst: Optimizely CMSno first choiceCoreMediaagainst: Adobe Experience Manager, Sitecore Experience Platformno first choiceagainst: Adobe Experience Manager, Contentful, Contentstack, Drupal, Sitecore Experience Platform, WordPress
Two alternatives
Webflow, WordPressThree alternatives
Drupal, Sitecore Experience Platform, WordPressOne alternative
DrupalDeepSeek V4 FlashHubSpot Content Hubagainst: Adobe Experience ManagerContentstackChangedagainst: Contentfulno first choiceAgility CMSagainst: Adobe Experience Manager, Contentful, Sanity, Sitecore Experience Platform, Storyblokno first choiceagainst: Adobe Experience Manager, Drupal, Joomla, Liferay, Optimizely CMS, Self-Managed WordPress, Sitecore Experience Platform, Squarespace, Wix
Four alternatives
Contentful, Sanity, Sitecore Experience Platform, WordPressTwo alternatives
Adobe Experience Manager, HubSpot Content HubSix alternatives
Adobe Experience Manager, Contentful, Drupal, HubSpot Content Hub, Sitecore Experience Platform, WebflowTwo alternatives
Optimizely CMS, WordPressLlama 4 MaverickContentfulno first choiceChangedno first choiceCoreMedia, HubSpot Content Hubno first choiceagainst: Adobe Commerce, Drupal, HubSpot Content Hub, Joomla
Qwen 3.7 FlashSitecore Experience PlatformAdobe Experience ManagerChangedagainst: Squarespace, Wix, WordPressAdobe Experience ManagerWebflow, WordPressno first choiceagainst: Joomla, WordPress
Four alternatives
Adobe Experience Manager, Contentful, Drupal, WordPressTwo alternatives
Contentful, Sitecore Experience PlatformThree alternatives
Drupal, Oracle Content Management, Sitecore Experience PlatformKimi K2HubSpot Content HubAdobe Experience Manager, Sitecore Experience PlatformChangedno first choiceWordPressagainst: Adobe Experience Manager, Optimizely CMS, Sanity, Sitecore Experience Platformno first choiceagainst: Sitecore Experience Platform, Squarespace, Weebly, Wix, WordPress
Four alternatives
Adobe Experience Manager, Contentful, Sanity, Sitecore Experience PlatformOne alternative
ContentfulSix alternatives
Adobe Experience Manager, Contentful, Drupal, HubSpot Content Hub, Sitecore Experience Platform, WordPressTwo alternatives
Contentful, Sitecore Experience PlatformGLM 4.7 FlashXSitecore Experience PlatformAdobe Experience Manager, Sitecore Experience PlatformChangedno first choiceAgility CMSagainst: Contentful, WordPressno first choiceagainst: Adobe Experience Manager, HubSpot Content Hub, Shopify, Sitecore Experience Platform, Squarespace, Wix, WordPress
Four alternatives
Adobe Experience Manager, Contentful, Drupal, HubSpot Content HubOne alternative
DrupalTwo alternatives
Drupal, HubSpot Content HubMiniMax M2.5HubSpot Content Hubagainst: WebflowAdobe Experience ManagerChangedno first choiceHubSpot Content Hub, WordPressagainst: Contentful, Sitecore Experience Platformno first choiceagainst: Adobe Experience Manager, Contentful, Drupal, Sanity, Sitecore Experience Platform, WordPress
One alternative
ContentfulTwo alternatives
Drupal, Sitecore Experience PlatformThree alternatives
Sanity, Storyblok, StrapiOne alternative
WebflowGPT-6 LunaOptimizely CMSOptimizely CMSHeldno first choiceDrupalagainst: Contentful, WordPressno first choiceagainst: Adobe Experience Manager, Drupal, Sitecore Experience Platform, Squarespace, WordPress
Three alternatives
Adobe Experience Manager, Contentful, WebflowTwo alternatives
Adobe Experience Manager, ContentfulMuse Glimmer 30BHubSpot Content HubAdobe Experience ManagerChangedAdobe Experience Manageragainst: Sitecore Experience PlatformdotCMSagainst: Adobe Experience Managerno first choiceagainst: Shopify, Squarespace, Umbraco, Wix, WordPress
Three alternatives
Adobe Experience Manager, Contentful, Sitecore Experience PlatformFour alternatives
Contentful, HubSpot Content Hub, Sitecore Experience Platform, WordPressNine alternatives
Contentful, Contentstack, HubSpot Content Hub, Optimizely CMS, Prismic, Sanity, Storyblok, Strapi, WebflowOne alternative
Sitecore Experience PlatformBold 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 09:48 | yes | 9 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:32 | yes | 5 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:26 | yes | 16 | 25 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 13:03 | yes | 20 | 4 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:46 | yes | 21 | 7 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:10 | yes | 5 | 7 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 12:08 | yes | 23 | 27 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 13:52 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:45 | yes | 5 | 23 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:31 | yes | 17 | 25 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:39 | yes | 25 | 35 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:46 | yes | 10 | 30 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:01 | yes | 5 | 16 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:21 | yes | 13 | 38 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 12:24 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:31 | yes | 2 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 13:17 | no | 0 | 18 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 08:50 | yes | 17 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:44 | yes | 18 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 12:44 | no | 0 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:46 | yes | 21 | 45 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:41 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 12:53 | yes | 10 | 30 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:13 | no | 0 | 7 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:55 | yes | 21 | 70 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 07:54 | no | 0 | 41 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:21 | yes | 3 | 21 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:58 | yes | 14 | 16 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 12:40 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 13:55 | no | 0 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 13:02 | yes | 23 | 30 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 12:52 | yes | 20 | 7 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 07:38 | yes | 23 | 8 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:21 | yes | 10 | 16 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:08 | yes | 24 | 77 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:37 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 12:48 | yes | 10 | 36 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:27 | yes | 25 | 31 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:22 | yes | 25 | 69 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:28 | yes | 15 | 28 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 14:15 | yes | 7 | 26 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:48 | yes | 12 | 28 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:38 | yes | 18 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:11 | yes | 4 | 8 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:25 | yes | 16 | 32 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 12:32 | yes | 20 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:13 | yes | 21 | 9 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 07:54 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:03 | yes | 25 | 23 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:00 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 13:29 | yes | 10 | 36 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:49 | yes | 25 | 23 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 12:03 | yes | 22 | 82 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 11:53 | yes | 25 | 79 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:24 | yes | 2 | 10 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:56 | yes | 24 | 33 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 12:27 | yes | 18 | 12 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:26 | yes | 3 | 11 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:33 | no | 0 | 14 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 07:50 | yes | 24 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:27 | yes | 15 | 7 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:49 | no | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 12:29 | yes | 23 | 62 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:59 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:29 | yes | 5 | 28 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:06 | yes | 22 | 30 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 14:02 | yes | 24 | 38 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 13:29 | yes | 5 | 17 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 13:19 | yes | 2 | 23 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 14:13 | yes | 14 | 25 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:57 | yes | 18 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:48 | yes | 4 | 9 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:57 | yes | 8 | 24 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 13:55 | yes | 19 | 5 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:42 | yes | 23 | 11 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 12:31 | yes | 19 | 44 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:29 | yes | 25 | 53 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:28 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:58 | yes | 19 | 60 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 07:51 | yes | 25 | 28 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:24 | yes | 25 | 35 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:04 | yes | 14 | 47 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:03 | yes | 5 | 27 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:43 | yes | 14 | 26 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
Acquia read as Acquia Drupal
Acquia (Drupal) read as Acquia Drupal
Adobe read as Adobe Experience Manager
Adobe AEM read as Adobe Experience Manager
Adobe Experience Manager (AEM) Sites read as Adobe Experience Manager
Adobe Experience Manager, AEM read as Adobe Experience Manager
HubSpot read as HubSpot Content Hub
Kentico read as Kentico Xperience
Magnolia read as Magnolia CMS
Sitecore read as Sitecore Experience Platform
Sitecore (XM Cloud) read as Sitecore Experience Platform
Sitecore (specifically XM Cloud) read as Sitecore Experience Platform
Sitecore XM Cloud read as Sitecore Experience Platform
Sitecore XP/XM read as Sitecore Experience Platform
Unresolved, counted raw
Acquia DXP (Drupal-based)
Acquia Drupal Cloud / Acquia DXP
CraftCMS
Drupal via Acquia or Pantheon
Hyland OnBase
Kentico Kontent.ai
Liferay
OpenText Content Management
Self-Managed WordPress
Self-hosted WordPress.org
Discontinued, still offered
No shut-down product was recommended here.