Canva vs Celtra
Zero of fourteen models named Canva first on the direct prompt; one named Celtra. Canva was named by fourteen of the fourteen models and Celtra by thirteen and Canva carries 31 labels and Celtra 40, so the shares are not directly comparable.
Australia, founded 2013. Named in nine categories 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.
By framing
CanvaFirst choices, of fourteen modelsCeltra
Across every category in the October 2026 Edition, Canva and Celtra were named in the same answer forty-two times, of the 151 answers naming Canva and the 130 naming Celtra. In those answers Celtra took the first choice three times and Canva thirteen.
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 | | |
Canva Celtra first choice named as an alternative argued againstblank: not namedEach cell is one answer, Canva on the left and Celtra on the right.The direct prompt
Celtra first, Canva not the choice
1 of 14 modelsCanva 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
9 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
Canva24%#1 of 12Celtra0%#11 of 12Celtra38%#1 of 9Canva8%#3 of 9What the models said about Canva
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of six in this category shown.
“Why to avoid for CA: While excellent for individual marketers making one-off assets, they lack the engine to automate "one-to-many" production.” Qwen 3.7 Flash · negative prompt · hard negative
“It is not a creative automation platform." ... "Canva is great for humans. It's terrible for automation."” Muse Glimmer 30B · negative prompt · hard negative
“Avoid entry-level (e.g., Canva) for lacking ad-scale automation” Grok 4.1 Fast · direct prompt · hard negative
“For most companies with limited budgets, Canva Pro or Creatopy offer the best balance of affordability, ease of use, and functionality” Claude Haiku 4.5 · budget prompt · first choice
“I recommend starting with Canva Enterprise. It has the lowest friction, covers the widest variety of use cases” Qwen 3.7 Flash · paraphrase prompt · first choice
“If you need primarily design/graphical work: Canva (from $15/mo) - most affordable for creative tasks” MiniMax M2.5 · 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.
“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
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.