AWS

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

Mention rate

96%of all answers on this question

Best standing

#2of 27 on Best cloud platforms for startups

Buying questions

1where any model named it

Never named it

0of 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 5.5100%
2. GPT-6 Luna100%
3. Gemini 4 Argon100%
4. DeepSeek V4 Pro100%
5. GLM-5.3100%
6. Kimi K3100%
7. MiniMax M3100%
8. Mistral Large 4100%
9. Nemotron 3 Ultra92%
10. Qwen 3.8 Flash67%

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 cloud platforms for startups 10

• Claude Haiku 5.5Deepest service catalog and startup credits; the default choice for most startups.
• GPT-6 LunaBroadest service ecosystem, global reach, and mature startup credits make it a versatile default.
• Gemini 4 ArgonUnmatched service breadth, industry-standard scalability, and massive startup credit programs.
• Qwen 3.8 FlashDeepest services, best pricing tools, massive startup ecosystem.
• DeepSeek V4 ProUnmatched service breadth, global reach, and startup credits make it the default choice.
• GLM-5.3Deepest service catalog, free credits, and scaling headroom as the startup grows.
• Kimi K3Broadest services, deepest ecosystem, proven scale, and generous startup credits.
• MiniMax M3Industry leader with unmatched scalability, services, and startup credits.
• Mistral Large 4Unmatched global scale, breadth of services, and startup credits program.
• Nemotron 3 UltraMature services, startup credits, global reach

Against the competition

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

Best cloud platforms for startups

27 products named in 120 answers across 4 wordings

In nearly every answer

RenderAWSDigitalOceanVercelGoogle Cloud

Contested

1. 6Microsoft Azure88%
2. 7Fly.io86%
3. 8Railway76%
4. 9Heroku70%
5. 10Cloudflare43%

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 cloud platforms for startups	100	100	100	67	100	100	100	100	100	92

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 cloud platforms for startups	97	93	100	93

Head to head

Against the products named most often on the same questions

AWS vs RenderAWS vs DigitalOceanAWS vs VercelAWS vs Google CloudAWS vs Microsoft AzureAWS vs Fly.io

Compare with another product

Other AWS products: AWS Elastic Beanstalk, AWS Amplify, AWS App Runner

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