One of twelve models named WordPress first on the direct prompt; two named Contentful. Both were named by all twelve models and WordPress carries 68 labels and Contentful 39, so the shares are not directly comparable.
By Q13166, founded 2003. Named in six categories this edition.
Berlin, Germany, founded 2011. Named in three categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 September 2026 Edition, WordPress and Contentful were named in the same answer ninety-nine times, of the 200 answers naming WordPress and the 161 naming Contentful. In those answers Contentful took the first choice eleven times and WordPress twenty-three.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 |
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. Six of seven in this category shown.
“1. WordPress (Most Risky) Why to avoid:” Mistral Small · negative prompt · hard negative
“Managed Monolith (e.g., WordPress VIP, WP Engine) ... Trade-off: High maintenance overhead, security vulnerability surface area, and risk of "plugin bloat"” Gemini 3.5 Flash · scale prompt · soft negative
“sources are blunt that it's a maintenance burden—plugin conflicts, security patches, and updates consume marketing-team time” DeepSeek V4 Flash · paraphrase prompt · soft negative
“WordPress remains the undisputed king of budget marketing websites. Because the core software is free and open-source, your only fixed cost is web hosting.” Gemini 3.5 Flash · budget prompt · first choice
“WordPress is a popular open-source CMS that offers maximum flexibility and customization options, but requires more technical expertise” Llama 4 Maverick · budget prompt · first choice
“WordPress for control... Best for: Flexible, SEO-heavy content sites, blogs, and custom marketing needs with massive plugin ecosystem” Grok 4.1 Fast · comparative 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.
“explicitly advises against Contentful for simple blogs or small portfolio sites because it is "severe overkill"” Perplexity Sonar · negative prompt · soft negative
“may be less suitable for certain organizations or use cases, such as ... Contentful, Contentstack” Llama 4 Maverick · negative prompt · soft negative
“it strips away marketer autonomy... headless may slow you down.” Gemini 3.5 Flash · direct prompt · soft negative
“Prioritize headless/hybrid CMS (e.g., Contentful, Sanity, Contentstack, Hygraph) for marketing flexibility” Grok 4.1 Fast · scale prompt · first choice
“Contentful / Sanity: Best "Headless" options. Very high cost of entry, but extremely scalable.” Qwen 3.7 Flash · scale prompt · first choice
“Contentful is often the safest all-around choice for a mid-sized B2B company” GPT-5.4 mini · paraphrase prompt · first choice
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.