# Akamai: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 65 judge labels across 3 categories by 12 of 12 models. Page: https://it-ai-index.com/vendors/akamai/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Content delivery networks | 0% | 10 | 40% | 42 |
| Web application firewalls | 0% | 11 | 27% | 22 |
| SASE platforms | 0% | 24 | 0% | 1 |

## What the models said for it

- "Akamai if you're a larger organization or have very demanding global traffic, compliance, or enterprise governance needs" (GPT-5.4 mini, WAF)
- "(e.g., Cloudflare, Akamai, Fastly, or Imperva) that use behavioral analysis, machine learning, and semantic analysis" (Gemini 3.5 Flash, WAF)
- "Stick to established Tier-1 and Tier-2 CDNs or Security Providers (Cloudflare, Akamai, Fastly, Incapsula)." (Qwen 3.7 Flash, WAF)
- "Prefer large, transparent providers with SLAs, status pages, and strong security track records (Akamai...)" (DeepSeek V4 Flash, CDN)

## And against it

- "Avoid jumping straight to Akamai or other enterprise-tier CDNs unless you have truly global enterprise needs" (DeepSeek V4 Flash, CDN)
- "Why Not Akamai or Enterprise F5 for Mid-Market? ... you're paying for capacity you don't need." (Kimi K2, WAF)
- "What to Avoid... it is generally overkill for a mid-sized B2B company" (Gemini 3.5 Flash, CDN)
- "Akamai is enterprise-only, with high minimum commitments" (GLM 4.7 FlashX, CDN)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, September 2026 Edition, it-ai-index.com.