Amazon CloudFront

How often 10 AI models recommend Amazon CloudFront, what they say about it, and who they recommend instead, on the 1 buying question where it came up.

Mention rate

24%of all answers on this question

Best standing

#14of 54 on Best caching tools for web apps

Buying questions

1where any model named it

Never named it

1of 10 models

Which models recommend it

Share of each model's answers that named it, at any position · The black tick marks the panel average

1. Claude Haiku 5.542%
2. GPT-6 Luna33%
3. Gemini 4 Argon33%
4. Qwen 3.8 Flash33%
5. GLM-5.333%
6. Nemotron 3 Ultra27%
7. MiniMax M325%
8. DeepSeek V4 Pro8%
9. Mistral Large 48%
10. Kimi K30%

Never named it: Kimi K3

Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.

What the models say

Each model's one-line reason for recommending it, from its first answer

Best caching tools for web apps 7

• Claude Haiku 5.5Scalable AWS CDN with fine-grained caching behaviors and tight cloud integration.
• GPT-6 LunaMature global CDN with configurable caching close to end users.
• Gemini 4 ArgonDeeply integrated AWS content delivery network providing reliable, low-latency edge caching for cloud-native apps.
• Qwen 3.8 FlashAWS-native CDN delivering static and dynamic content from edge locations.
• GLM-5.3Global CDN with tight AWS integration for edge caching.
• MiniMax M3Tight AWS integration with Lambda for dynamic edge logic.
• Nemotron 3 UltraGlobal CDN with edge caching

Against the competition

Each question's products ranked by the share of all answers that named them, Amazon CloudFront highlighted.

Best caching tools for web apps

54 products named in 119 answers across 4 wordings

Contested

1. 1Memcached84%
2. 2Redis76%
3. 3Cloudflare71%
4. 4Hazelcast57%
5. 5Fastly54%
6. ⋯
7. 14Amazon CloudFront24%

Mention rate by model and question

Share of each model's answers on the question that named it · Hover a cell for the count

Question	Claude Haiku 5.5	GPT-6 Luna	Gemini 4 Argon	Qwen 3.8 Flash	DeepSeek V4 Pro	GLM-5.3	Kimi K3	MiniMax M3	Mistral Large 4	Nemotron 3 Ultra
Best caching tools for web apps	42	33	33	33	8	33		25	8	27

Does the wording matter?

Share of answers that named it under each way of asking the question · Hover a cell for the exact wording

Question	List request	Buyer asking for advice	Search query	Worth paying for?
Best caching tools for web apps	53		43

Head to head

Against the products named most often on the same questions

Amazon CloudFront vs MemcachedAmazon CloudFront vs RedisAmazon CloudFront vs CloudflareAmazon CloudFront vs HazelcastAmazon CloudFront vs FastlyAmazon CloudFront vs Amazon ElastiCache

Compare with another product

Work on Amazon CloudFront? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.