# Cloudflare vs Akamai: which do AI models recommend for CDN, October 2026

IT AI Recommendation Index, October 2026 Edition, Content delivery networks. Nine of fourteen models named Cloudflare first on the direct prompt; zero named Akamai. Page: https://it-ai-index.com/network/content-delivery-networks/cloudflare-vs-akamai/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Cloudflare | 68% | #1 of 8 | 8% | 72 | 14 of 14 |
| Akamai | 2% | #6 of 8 | 38% | 48 | 14 of 14 |

## The direct prompt, model by model

- GPT-5.4 mini: cloudflare first (first choices: Cloudflare) (alternatives: Amazon CloudFront, Fastly)
- Gemini 3.5 Flash: cloudflare first (first choices: Cloudflare) (alternatives: Bunny.net, Fastly)
- Perplexity Sonar: cloudflare first (first choices: Cloudflare) (alternatives: Akamai, Amazon CloudFront)
- Grok 4.1 Fast: cloudflare first (first choices: Cloudflare) (alternatives: Amazon CloudFront, Bunny.net, KeyCDN)
- DeepSeek V4 Flash: cloudflare first (first choices: Cloudflare) (alternatives: Amazon CloudFront, Bunny.net)
- Kimi K2: cloudflare first (first choices: Cloudflare) (alternatives: Bunny.net, Fastly, KeyCDN)
- GLM 4.7 FlashX: cloudflare first (first choices: Cloudflare) (alternatives: Amazon CloudFront, Bunny.net, Fastly)
- GPT-6 Luna: cloudflare first (first choices: Cloudflare) (alternatives: Amazon CloudFront, Fastly)
- Muse Glimmer 30B: cloudflare first (first choices: Cloudflare) (alternatives: Amazon CloudFront, Bunny.net, Fastly, KeyCDN)
- Claude Haiku 4.5: neither first, one named (first choices: Amazon CloudFront, CDN77) (alternatives: Azure CDN, Cloudflare, Gcore)
- Qwen 3.7 Flash: neither first, one named (first choices: KeyCDN) (alternatives: BlazingCDN, Bunny.net, Cloudflare)
- MiniMax M2.5: neither first, one named (first choices: Bunny.net, KeyCDN) (alternatives: Amazon CloudFront, Cloudflare)
- Mistral Small: neither named (first choices: Bunny.net, KeyCDN)
- Llama 4 Maverick: neither named (first choices: Bunny.net, KeyCDN) (alternatives: BlazingCDN)

## What the models said about Cloudflare

- "Major outages (2024‑2025)... When to be cautious - If your application is mission‑critical, consider a multi‑CDN or fail‑over strategy." (GLM 4.7 FlashX, negative prompt, soft negative)
- "Cloudflare is a strong all-around CDN and security platform for organizations that want acceleration, DNS, DDoS mitigation, WAF, Zero Trust services, and edge computing features in one ecosystem" (Claude Haiku 4.5, comparative prompt, first choice)
- "Cloudflare: *The "All-in-One" Choice.* Excellent if you want a massive feature set ... Great developer experience, but enterprise pricing negotiations can sometimes feel rigid." (Gemini 3.5 Flash, scale prompt, first choice)
- "the best default choice is usually Cloudflare because it combines broad CDN performance, strong built-in security, and a relatively accessible business tier" (Perplexity Sonar, direct prompt, first choice)

## What the models said about Akamai

- "Avoid enterprise ones (Akamai, Fastly) as they're pricier." (Grok 4.1 Fast, budget prompt, hard negative)
- "Avoid—too pricey/complex for mid-market." (Grok 4.1 Fast, direct prompt, hard negative)
- "traditionally complex to configure, slower to deploy changes, and usually the most expensive. Typically suited for very large enterprises" (Gemini 3.5 Flash, scale prompt, soft negative)
- "One of the oldest and largest CDNs; handles ~30 %+ of internet traffic. ... Global scale & compliance: Akamai." (GLM 4.7 FlashX, comparative prompt, first choice)
- "I'd recommend evaluating Cloudflare, Fastly, Akamai, and CloudFront first" (GLM 4.7 FlashX, scale prompt, first choice)
- "best when you need maximum resilience, compliance, and security depth, but it is generally positioned more toward large enterprises than mid-market teams" (Perplexity Sonar, direct prompt, alternative)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.