Two of fourteen models named The Brief first on the direct prompt; four named Cape.io. The Brief was named by eleven of the fourteen models and Cape.io by ten and The Brief carries 20 labels and Cape.io 15, 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.
Across every category in the November 2026 Edition, The Brief and Cape.io were named in the same answer eighteen times, of the 61 answers naming The Brief and the 39 naming Cape.io. In those answers Cape.io took the first choice one time and The Brief five.
| 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. 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. Four of five in this category shown.
“Newer entrant; validate maturity” DeepSeek V4 Flash · scale prompt · soft negative
“If your primary need is advertising creative at scale: Start with Cape.io or Bannerflow.” Kimi K2 · direct prompt · first choice
“Cape.io stands out as the strongest overall choice for a mid-market B2B company in 2026” Grok 4.20 · direct prompt · first choice
“Bannerflow and Cape.io are the top choices” Mistral Small · 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.