Two of fourteen models named The Brief first on the direct prompt; two named Creatopy. The Brief was named by eleven of the fourteen models and Creatopy by twelve and The Brief carries 20 labels and Creatopy 19, so the shares are not directly comparable.
Named in one category this edition.
Named in one category 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.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | CR | CR | ||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | CR | CR | CR | |||
| Perplexity Sonar | CR | |||||
| Grok 4.20 | CR | CR | ||||
| Mistral Small | CR | CR | ||||
| DeepSeek V4 Flash | CR | |||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | CR | |||||
| Kimi K2 | CR | |||||
| GLM 4.7 FlashX | CR | |||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | CR | |||||
| Muse Glimmer 30B | CR |
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. Four of five in this category shown.
“Viewst / The Brief are better for small teams/agencies, not mid-market B2B scale.” Kimi K2 · direct prompt · hard negative
“For most mid-market B2B companies, The Brief (formerly Creatopy) offers the best combination of affordability, ease of use, and automation capability.” DeepSeek V4 Flash · direct prompt · first choice
“The Best All-Rounder (Display & Social): The Brief (formerly Creatopy)... widely considered the most accessible entry-level platform for serious ad production” Qwen 3.7 Flash · budget prompt · first choice
“If you need the most budget-friendly option, start with The Brief or Orshot.” Mistral Small · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Creatopy is now The Brief; if it's on your shortlist, verify that the features and workflow you need are included in the plan you'd actually buy” GPT-6 Luna · negative prompt · soft negative
“While accepted as a challenger, it is not without its critics, so evaluate carefully” Mistral Small · negative prompt · soft negative
“If your goal is ad creative scaling for demand gen, start with Creatopy.” Gemini 3.5 Flash · direct prompt · first choice
“DynaMind and Creatopy are widely considered the top contenders.” Qwen 3.7 Flash · direct prompt · first choice
“Creatopy (formerly The Brief) — Best Overall for Mid-Market” Kimi K2 · 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.