Eleven of twelve models named Cloudflare first on the direct prompt; one named Bunny.net. Both were named by all twelve models and Cloudflare carries 64 labels and Bunny.net 43, so the shares are not directly comparable.
Named in eight 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 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 content delivery networks page.
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.
“Cloudflare's CDN, as it may slow down your website, and pointing your DNS to Cloudflare can make timely recovery unlikely in case of an outage.” Llama 4 Maverick · negative prompt · hard negative
“Providers to be cautious about: Cloudflare, Akamai, Fastly, Amazon CloudFront ... frequently criticized by developers for its aggressive approach to bot detection” Qwen 3.7 Flash · negative prompt · soft negative
“All major CDNs studied (including Cloudflare, Microsoft Azure, Amazon, and Fastly) have been found to have back-end TLS connections vulnerable to security issues” Claude Haiku 4.5 · negative prompt · soft negative
“Cloudflare remains the most popular CDN choice in 2026, offering an exceptional combination of performance, security, and accessibility with its generous free tier.” Claude Haiku 4.5 · comparative prompt · first choice
“### 1. The All-Rounder: Cloudflare ... Choose Cloudflare if you need to consolidate vendors (DNS + Security + CDN) and your IT team is relatively small.” Qwen 3.7 Flash · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Ultra-Budget CDNs (e.g., Bunny.net or KeyCDN): ... they typically lack the heavy-duty enterprise security features” Gemini 3.5 Flash · paraphrase prompt · hard negative
“note reliability concerns despite great pricing... so it's a "cautious" pick, not necessarily "avoid."” DeepSeek V4 Flash · negative prompt · soft negative
“Bunny.net: Offers a pay-as-you-go pricing model with a low per-GB rate, making it suitable for startups and budget-conscious teams.” Llama 4 Maverick · budget prompt · first choice
“Bunny.net and Cloudflare are generally the top recommendations for balancing cost with performance.” Qwen 3.7 Flash · budget prompt · first choice
“For most mid-market B2B companies, I'd suggest starting with Bunny.net or Cloudflare” Kimi K2 · direct prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.