One of fourteen models named WordPress first on the direct prompt; zero named Contentful. WordPress was named by fourteen of the fourteen models and Contentful by thirteen and WordPress carries 76 labels and Contentful 45, so the shares are not directly comparable.
Named in eight categories this edition.
Berlin, Germany, founded 2011. Named in two categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the content management systems for marketing sites page.
Across every category in the November 2026 Edition, WordPress and Contentful were named in the same answer 118 times, of the 258 answers naming WordPress and the 171 naming Contentful. In those answers Contentful took the first choice eight times and WordPress eighteen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| 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 | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Avoid for most marketing teams: ... WordPress when you cannot resource ongoing security and performance hardening” Muse Glimmer 30B · negative prompt · hard negative
“Unmanaged WordPress installations. WordPress is flexible, but plugin-heavy sites can become slower, harder to maintain, and more exposed to security problems.” Perplexity Sonar · negative prompt · soft negative
“Tightest cash + you can use a freelancer/hosting: WordPress.org on a managed host. Lowest recurring cost, full ownership, best SEO and growth ceiling.” Muse Glimmer 30B · budget prompt · first choice
“The best marketing website CMS for a company with a limited budget is likely to be WordPress.com, as it is considered the best for tight budgets.” Llama 4 Maverick · budget prompt · first choice
“Start with WordPress.org if you have (or can learn) basic technical skills and want maximum control at the lowest price.” Kimi K2 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Pure implementations of Strapi, Sanity, or Contentful (when set up without visual page-building tools) ... Why to be cautious” Gemini 3.5 Flash · negative prompt · soft negative
“Marketers tend to find it a bit of a headache due to the platform's steep learning curve” Claude Haiku 4.5 · negative prompt · soft negative
“overkill and developer-heavy unless you need API-first flexibility” Grok 4.20 · direct prompt · soft negative
“Best overall for many mid-sized B2B teams: Contentful” GPT-5.4 mini · paraphrase prompt · first choice
“Choose Contentful or another headless CMS only if you need to manage content across multiple products, apps, or channels” GPT-6 Luna · direct prompt · alternative
“Headless / Composable | Contentful, Sanity, Storyblok | Companies with strong frontend engineering teams” Gemini 3.5 Flash · scale prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.