Creative automation platforms · November 2026 Edition
Bannerflow vs Celtra
Six of fourteen models named Bannerflow first on the direct prompt; one named Celtra. Both were named by all fourteen models and Bannerflow carries 56 labels and Celtra 54, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
First-choice share21%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate14%43%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#7A position in a field of 13; printed, not drawn.
Labels5654A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Bannerflow reading right to left. Rank and label count are printed, not drawn.Cape.io was named alongside these two in ten of the fourteen direct answers. Bannerflow vs The Brief · Bannerflow vs Creatopy · Bannerflow vs Abyssale
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.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
BannerflowFirst choices, of fourteen modelsCeltra
Direct618 against Celtra
Paraphrase423 against Celtra
Comparative49
Budget-constrained004 against Bannerflow · 4 against Celtra
Scale-constrained001 against Celtra
Negative104 against Bannerflow · 7 against Celtra
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Across every category in the November 2026 Edition, Bannerflow and Celtra were named in the same answer 132 times, of the 146 answers naming Bannerflow and the 163 naming Celtra. In those answers Celtra took the first choice twenty-seven times and Bannerflow fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Bannerflow and Celtra stood in it.
| 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 | | | |
Bannerflow Celtra first choice named as an alternative argued againstblank: not namedEach cell is one answer, Bannerflow on the left and Celtra on the right.The direct prompt
The plain question, one answer per model, grouped by where Bannerflow and Celtra stood in it.
Bannerflow first, Celtra an alternative
6 of 14 modelsCeltra was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Bannerflow alternatives: Cape.io, Rocketium, Storyteq, The Brief
Perplexity SonarBannerflow alternatives: Admetrics, Cape.io, Creatify, Rocketium, Smartly, Storyteq
Mistral SmallBannerflow, Cape.io
Kimi K2Bannerflow, Cape.io alternatives: Brandfolder, Bynder, HubSpot Marketing Hub
GLM 4.7 FlashXBannerflow alternatives: Cape.io, Smartly
Muse Glimmer 30BBannerflow alternatives: Canva, Cape.io, Celtra, The Brief
Celtra first, Bannerflow an alternative
1 of 14 modelsBannerflow was named in the answer but not as the choice, or not at all.GPT-5.4 miniCeltra alternatives: Adobe Marketo Engage, Bannerflow
Neither was the first choice, one was named
6 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashCreatopy, Marq Team alternatives: Bannerflow, Canva, Microsoft Teams, Typeface
Grok 4.20Cape.io alternatives: Bannerflow, Creatopy, Storyteq
DeepSeek V4 FlashThe Brief alternatives: Bannerflow, Cape.io
Llama 4 Maverickno first choice alternatives: Bannerflow, Cape.io
MiniMax M2.5Cape.io, The Brief alternatives: Bannerflow
GPT-6 LunaMarq Team alternatives: Bannerflow
Neither was named
1 of 14 modelsThe answer made no first choice from these two in this category.Qwen 3.7 FlashCreatopy, DynaMind alternatives: Bannerbear
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.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Bannerflow leads by two points.
Bannerflow2%#8 of 12Celtra0%#11 of 12Mid-marketThe figures above
Bannerflow leads by fifteen points.
Bannerflow21%#1 of 13Celtra6%#7 of 13Enterprise
The order flips: Celtra leads at enterprise.
Celtra50%#1 of 11Bannerflow15%#2 of 11What the models said about Bannerflow
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid for Tight Budgets: Enterprise options like Bannerflow, Celtra, or Hunch” Grok 4.20 · budget prompt · hard negative
“Avoid enterprise tools such as Celtra, Bannerflow, and Smartly” Perplexity Sonar · budget prompt · hard negative
“Platforms such as Celtra, Smartly.io, and Bannerflow may be appropriate at scale, but ask for the full cost of onboarding” GPT-6 Luna · negative prompt · soft negative
“Bannerflow publishes into 100+ named ad platforms, includes built-in AI image and video generation, and scores higher with G2 reviewers on ease of use.” Claude Haiku 4.5 · comparative prompt · first choice
“the best creative automation platforms for a mid-market B2B company are generally considered to be Bannerflow and Cape.io” Mistral Small · direct prompt · first choice
“Bannerflow and Celtra are cited as best for enterprise marketing teams publishing display, social and DOOH at volume” Muse Glimmer 30B · comparative prompt · first choice
What the models said about Celtra
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“What to Avoid - Celtra & Smartly.io are powerful but tend to be enterprise-focused” Kimi K2 · direct prompt · hard negative
“Avoid for Tight Budgets: Enterprise options like Bannerflow, Celtra, or Hunch” Grok 4.20 · budget prompt · hard negative
“Avoid: Celtra and Smartly unless you have enterprise-level budgets” Kimi K2 · paraphrase prompt · hard negative
“Long-running enterprise creative management platform that helped define the category. It is still a major player for global brands with high-volume creative and strong media-governance needs.” Muse Glimmer 30B · comparative prompt · first choice
“Celtra is best for marketing and creative teams at mid-market and enterprise brands that produce high volumes of digital ad creatives” Claude Haiku 4.5 · paraphrase prompt · first choice
“Choose Celtra or Storyteq if your biggest challenge is global brand governance and localizing enterprise campaigns.” Gemini 3.5 Flash · comparative prompt · first choice
Also compared
Bannerflow vs The BriefBannerflow vs CreatopyBannerflow vs AbyssaleBannerflow vs Cape.ioBannerflow vs CreatifyBannerflow vs CanvaThe Brief vs CeltraCreatopy vs CeltraAbyssale vs CeltraCape.io vs CeltraCreatify vs CeltraCeltra vs CanvaAll twenty-eight head-to-head pages and the full creative automation standing
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.