Zero of fourteen models named The Brief first on the direct prompt; two named Marq Team. The Brief was named by nine of the fourteen models and Marq Team by nine and The Brief carries 18 labels and Marq Team 20, so the shares are not directly comparable.
Named in one category this edition.
By Marq, founded 2013. Named in four 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 creative automation platforms page.
Across every category in the October 2026 Edition, The Brief and Marq Team were named in the same answer twelve times, of the 58 answers naming The Brief and the 59 naming Marq Team. In those answers Marq Team took the first choice one time and The Brief 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 | ||||||
| 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.
“The Brief (Creatopy) — more self-serve, smaller scale option” DeepSeek V4 Flash · scale prompt · soft negative
“Lacks enterprise-level governance & integrations” DeepSeek V4 Flash · direct prompt · soft negative
“the strongest overall choice is usually The Brief if you want a dedicated creative automation platform” Perplexity Sonar · budget prompt · first choice
“Best for Batch Ad & Banner Creation: The Brief (formerly Creatopy) ... this is likely your best ROI.” Qwen 3.7 Flash · budget prompt · first choice
“I would recommend The Brief if your priority is *creative production at scale*” Perplexity Sonar · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“platforms like Storyteq or Marq are excellent for brand governance... but they are not built for developer-first programmatic HTML5 display ad delivery” Gemini 3.5 Flash · negative prompt · soft negative
“Marq: Best for large distributed teams needing brand governance with self-serve creation (strong template control, 4.8/5 on G2).” DeepSeek V4 Flash · negative prompt · first choice
“Marq is the gold standard for mid-market B2B brand compliance.” Gemini 3.5 Flash · direct prompt · first choice
“For a typical mid-market B2B company, I'd start with Marq” GPT-6 Luna · direct 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.