Eleven of fourteen models named Canto first on the direct prompt; zero named Filecamp. Canto was named by fourteen of the fourteen models and Filecamp by twelve and Canto carries 52 labels and Filecamp 22, so the shares are not directly comparable.
Named in five categories this edition.
Named in two 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 digital asset management page.
Across every category in the October 2026 Edition, Canto and Filecamp were named in the same answer fifty-four times, of the 154 answers naming Canto and the 74 naming Filecamp. In those answers Filecamp took the first choice eighteen times and Canto sixteen.
| 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 |
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. Five of six in this category shown.
“Avoid pricier ones like Canto or Bynder unless scaling up.” Grok 4.20 · budget prompt · hard negative
“Users often report a "clunky" interface where finding visual content via search is inefficient” Qwen 3.7 Flash · negative prompt · soft negative
“Bynder and Canto are the top DAM platform recommendations due to their balance of features, ease of use, and scalability” Mistral Small · paraphrase prompt · first choice
“### 1. Canto - Best for: Mid-market teams wanting AI-forward capabilities without enterprise complexity” MiniMax M2.5 · paraphrase prompt · first choice
“The best digital asset management system for a mid-market B2B company is Canto, as it is user-friendly” Llama 4 Maverick · direct 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.
“Affordable entry; less feature-rich for growing B2B.” Grok 4.20 · paraphrase prompt · soft negative
“For most companies with a limited budget, Filecamp at $29/month offers the best balance of affordability, features, and ease of use.” DeepSeek V4 Flash · budget prompt · first choice
“Filecamp is the strongest overall choice if you want a low-cost, easy-to-use digital asset management system” Perplexity Sonar · budget prompt · first choice
“Best Overall Value & Custom Branding: Filecamp ... widely considered one of the most budget-friendly options” Gemini 3.5 Flash · budget 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.