Seven of twelve models named Canto first on the direct prompt; zero named Cloudinary. Canto was named by twelve of the twelve models and Cloudinary by ten and Canto carries 47 labels and Cloudinary 17, so the shares are not directly comparable.
Named in one category this edition.
Santa Clara, Israel, founded 2011. Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 digital asset management page.
Across every category in the September 2026 Edition, Canto and Cloudinary were named in the same answer twenty-five times, of the 116 answers naming Canto and the 42 naming Cloudinary. In those answers Cloudinary took the first choice zero times and Canto three.
| 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 |
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 eight in this category shown.
“1. Canto ⚠️ HIGH CAUTION ... Critical Security Vulnerabilities” Kimi K2 · negative prompt · hard negative
“What to Avoid on a Limited Budget” Kimi K2 · budget prompt · hard negative
“removed from Gartner's Magic Quadrant because it "failed to meet Gartner's definition of a DAM platform"” DeepSeek V4 Flash · negative prompt · soft negative
“For most mid-sized B2B companies, I'd recommend Canto first due to its focus on mid-market needs, ease of implementation, and reasonable pricing.” GLM 4.7 FlashX · paraphrase prompt · first choice
“Top Recommendation: Canto ... offers the best balance of power, usability, AI capabilities, and mid-market-appropriate pricing” DeepSeek V4 Flash · paraphrase prompt · first choice
“Canto is the strongest fit for mid-market teams that need a capable, AI-forward DAM without enterprise complexity” Claude Haiku 4.5 · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Media delivery powerhouse; weaker full DAM governance/brand controls vs. pure DAMs.” Grok 4.1 Fast · comparative prompt · soft negative
“Ultra-limited budget (<$50/month total)? Start with Cloudinary free or ResourceSpace self-hosted” Grok 4.1 Fast · budget prompt · first choice
“Use Cloudinary/ImageKit for developer-led teams needing programmatic media delivery” DeepSeek V4 Flash · comparative prompt · alternative
“better if your DAM is tightly tied to image/video transformation and delivery” GPT-5.4 mini · paraphrase prompt · alternative
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.