Twelve of fourteen models named HubSpot Content Hub first on the direct prompt; zero named Contentful. HubSpot Content Hub was named by fourteen of the fourteen models and Contentful by thirteen and HubSpot Content Hub carries 65 labels and Contentful 45, so the shares are not directly comparable.
By HubSpot, Cambridge, United States, founded 2006. Named in six 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, HubSpot Content Hub and Contentful were named in the same answer 119 times, of the 379 answers naming HubSpot Content Hub and the 171 naming Contentful. In those answers Contentful took the first choice six times and HubSpot Content Hub twenty-eight.
| 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 five in this category shown.
“Widely regarded as clunky and frustrating for developers and content editors” MiniMax M2.5 · negative prompt · hard negative
“Often described as "absolute garbage" for marketing teams” Mistral Small · negative prompt · hard negative
“Be cautious even with popular platforms: HubSpot CMS if you need a flexible, marketer-editable site rather than just automation” Muse Glimmer 30B · negative prompt · soft negative
“Strong for marketing teams already in HubSpot ecosystem. Excellent built-in marketing automation, personalization, analytics, and SEO. Very marketer-friendly.” Grok 4.20 · scale prompt · first choice
“Choose HubSpot Content Hub if converting visitors into leads and connecting content to CRM and marketing automation are the top priorities.” Perplexity Sonar · 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.
“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.