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Creative automation platforms · November 2026 Edition

Abyssale vs Celtra

Zero of fourteen models named Abyssale first on the direct prompt; one named Celtra. Abyssale was named by ten of the fourteen models and Celtra by fourteen and Abyssale carries 17 labels and Celtra 54, so the shares are not directly comparable.

Abyssale

accepted challenger

Named in one category this edition.

Celtra

criticized challenger

Named in one category this edition.

First-choice share8%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%43%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#7A position in a field of 13; printed, not drawn.
Labels1754A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Abyssale reading right to left. Rank and label count are printed, not drawn.Bannerflow was named alongside these two in thirteen of the fourteen direct answers. Bannerflow vs Abyssale · Bannerflow vs Celtra · The Brief 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.
AbyssaleFirst choices, of fourteen modelsCeltra
Direct018 against Celtra
Paraphrase023 against Celtra
Comparative09
Budget-constrained404 against Celtra
Scale-constrained001 against Celtra
Negative007 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, Abyssale and Celtra were named in the same answer forty-seven times, of the 60 answers naming Abyssale and the 163 naming Celtra. In those answers Celtra took the first choice nine times and Abyssale nine.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Abyssale and Celtra stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Abyssale Celtra first choice named as an alternative argued againstblank: not namedEach cell is one answer, Abyssale on the left and Celtra on the right.

The direct prompt

The plain question, one answer per model, grouped by where Abyssale and Celtra stood in it.

Celtra first, Abyssale not the choice

1 of 14 modelsAbyssale 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

1 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Muse Glimmer 30BBannerflow alternatives: Canva, Cape.io, Celtra, The Brief

Neither was named

12 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Bannerflow alternatives: Cape.io, Rocketium, Storyteq, The Brief
Gemini 3.5 FlashCreatopy, Marq Team alternatives: Bannerflow, Canva, Microsoft Teams, Typeface
Perplexity SonarBannerflow alternatives: Admetrics, Cape.io, Creatify, Rocketium, Smartly, Storyteq
Grok 4.20Cape.io alternatives: Bannerflow, Creatopy, Storyteq
Mistral SmallBannerflow, Cape.io
DeepSeek V4 FlashThe Brief alternatives: Bannerflow, Cape.io
Llama 4 Maverickno first choice alternatives: Bannerflow, Cape.io
Qwen 3.7 FlashCreatopy, DynaMind alternatives: Bannerbear
Kimi K2Bannerflow, Cape.io alternatives: Brandfolder, Bynder, HubSpot Marketing Hub
GLM 4.7 FlashXBannerflow alternatives: Cape.io, Smartly
MiniMax M2.5Cape.io, The Brief alternatives: Bannerflow
GPT-6 LunaMarq Team alternatives: Bannerflow

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
Abyssale leads by six points.
Abyssale6%#5 of 12
Celtra0%#11 of 12
The full small business standing →
Mid-marketThe figures above
Abyssale leads by two points.
Abyssale8%#4 of 13
Celtra6%#7 of 13
The full mid-market standing →
Enterprise
The order flips: Celtra leads at enterprise.
Celtra50%#1 of 11
Abyssale4%#6 of 11
The full enterprise standing →

What the models said about Abyssale

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.

“I'd start with Abyssale. Its entry plan is listed at $12 per seat/month” GPT-6 Luna · budget prompt · first choice
“Abyssale — *Best Overall for Dedicated Creative Automation*” Gemini 3.5 Flash · budget prompt · first choice
“Abyssale is the strongest overall choice” Perplexity Sonar · budget 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

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.