Celtra vs Marq Team
One of fourteen models named Celtra first on the direct prompt; two named Marq Team. Celtra was named by thirteen of the fourteen models and Marq Team by nine and Celtra carries 40 labels and Marq Team 20, so the shares are not directly comparable.
Named in one category this edition.
By Marq, founded 2013. Named in four 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.
By framing
CeltraFirst choices, of fourteen modelsMarq Team
Across every category in the October 2026 Edition, Celtra and Marq Team were named in the same answer thirty-eight times, of the 130 answers naming Celtra and the 59 naming Marq Team. In those answers Marq Team took the first choice five times and Celtra six.
Every model, every framing
| 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 |
Celtra Marq Team first choice named as an alternative argued againstblank: not namedEach cell is one answer, Celtra on the left and Marq Team on the right.The direct prompt
Celtra first, Marq Team not the choice
1 of 14 modelsMarq Team was named in the answer but not as the choice, or not at all.Marq Team first, Celtra not the choice
2 of 14 modelsCeltra was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
7 of 14 modelsThe answer made no first choice from these two in this category.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
Marq Team4%#6 of 12Celtra0%#11 of 12Celtra6%#5 of 12Marq Team4%#7 of 12What 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.
“you should immediately bypass heavy enterprise creative automation platforms like Celtra, Storyteq, Smartly, or Rocketium” Gemini 3.5 Flash · budget prompt · hard negative
“Avoid enterprise platforms like Celtra, Flashtalking, or Smartly.io until you have recurring ad spend of $20K+/month” DeepSeek V4 Flash · budget prompt · hard negative
“Avoid: Enterprise platforms like Celtra, Smartly.io, or Storyteq” Kimi K2 · budget prompt · hard negative
“Bannerflow and Celtra lead in comparisons for high-volume production, AI personalization, and integrations relevant to B2B channels” Grok 4.1 Fast · direct prompt · first choice
“Celtra is best for global brands automating enterprise-grade DCO and creative production across a wide range of media platforms” Claude Haiku 4.5 · comparative prompt · first choice
“I'd generally recommend Celtra if your priority is ad creative production plus workflow management at scale” GPT-5.4 mini · paraphrase prompt · first choice
What the models said about Marq Team
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“platforms like Storyteq or Marq are excellent for brand governance... but they are not built for developer-first programmatic HTML5 display ad delivery” Gemini 3.5 Flash · negative prompt · soft negative
“Marq: Best for large distributed teams needing brand governance with self-serve creation (strong template control, 4.8/5 on G2).” DeepSeek V4 Flash · negative prompt · first choice
“Marq is the gold standard for mid-market B2B brand compliance.” Gemini 3.5 Flash · direct prompt · first choice
“For a typical mid-market B2B company, I'd start with Marq” GPT-6 Luna · 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.