Seven of fourteen models named Bannerflow first on the direct prompt; two named Smartly. Bannerflow was named by fourteen of the fourteen models and Smartly by thirteen and Bannerflow carries 46 labels and Smartly 40, so the shares are not directly comparable.
Named in one category this edition.
Named in three 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, Bannerflow and Smartly were named in the same answer sixty-seven times, of the 115 answers naming Bannerflow and the 174 naming Smartly. In those answers Smartly took the first choice eight times and Bannerflow eleven.
| 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. Six of seven in this category shown.
“Can be frustrating for teams wanting flexibility and quick onboarding.” Kimi K2 · negative prompt · hard negative
“one source warns ecommerce teams relying on product catalog ads should avoid it because it lacks catalog management, DCO, and native DPA features” Perplexity Sonar · negative prompt · soft negative
“may be worth evaluating at scale, but check the full price, onboarding effort, contract length, and cancellation terms before committing” GPT-6 Luna · negative prompt · soft negative
“Bannerflow: An AI-powered creative automation platform that supports omnichannel digital advertising and is suitable for mid-market to enterprise brands and agencies.” Llama 4 Maverick · direct prompt · first choice
“the best *creative automation platform* is usually Bannerflow if your priority is scaling digital ad creative across multiple channels and markets” Perplexity Sonar · direct prompt · first choice
“My default recommendation: Bannerflow—if your team regularly produces and updates ads across LinkedIn, display, and other paid channels.” GPT-6 Luna · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of six in this category shown.
“immediately bypass heavy enterprise creative automation platforms like Celtra, Storyteq, Smartly, or Rocketium” Gemini 3.5 Flash · budget prompt · hard negative
“Overkill and overpriced unless you're a large enterprise with massive ad spend.” Kimi K2 · negative prompt · hard negative
“Avoid: Enterprise platforms like Celtra, Smartly.io, or Storyteq” Kimi K2 · budget prompt · hard negative
“If your focus is on creative automation for paid social ads and you have the budget, Smartly.io is the top choice.” Mistral Small · direct prompt · first choice
“I'd recommend Smartly.io as the top choice for a mid-sized B2B company” MiniMax M2.5 · paraphrase prompt · first choice
“Need creative plus paid-media operations? Start with Smartly.” GPT-6 Luna · comparative 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.