AWSvsGoogle Cloud
How 10 AI models weigh AWS against Google Cloud on the 1 buying question where both came up.
- AWS
- 96%of answers named it
- Google Cloud
- 93%of answers named it
- Placed higher
- 40–0times AWS vs Google Cloud, over 40 model rankings that listed either
- Models leaning
- 10–0toward AWS vs Google Cloud
Which models prefer which
Share of each model's answers that named each product, and how often its ranking put one above the other (a product listed beats one left off) · On the 1 shared question, every wording
| Model | AWS | Google Cloud | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 100% | 100% | 4–0 | AWS |
| GPT-6 Luna | 100% | 100% | 4–0 | AWS |
| Gemini 4 Argon | 100% | 100% | 4–0 | AWS |
| Qwen 3.8 Flash | 67% | 67% | 4–0 | AWS |
| DeepSeek V4 Pro | 100% | 75% | 4–0 | AWS |
| GLM-5.3 | 100% | 100% | 4–0 | AWS |
| Kimi K3 | 100% | 100% | 4–0 | AWS |
| MiniMax M3 | 100% | 100% | 4–0 | AWS |
| Mistral Large 4 | 100% | 100% | 4–0 | AWS |
| Nemotron 3 Ultra | 92% | 92% | 4–0 | AWS |
What the models say about AWS
One reason per model, from the shared questions
- Claude Haiku 5.5
Deepest service catalog and startup credits; the default choice for most startups.
- GPT-6 Luna
Broadest service ecosystem, global reach, and mature startup credits make it a versatile default.
- Gemini 4 Argon
Unmatched service breadth, industry-standard scalability, and massive startup credit programs.
- Qwen 3.8 Flash
Deepest services, best pricing tools, massive startup ecosystem.
- DeepSeek V4 Pro
Unmatched service breadth, global reach, and startup credits make it the default choice.
- GLM-5.3
Deepest service catalog, free credits, and scaling headroom as the startup grows.
- Kimi K3
Broadest services, deepest ecosystem, proven scale, and generous startup credits.
- MiniMax M3
Industry leader with unmatched scalability, services, and startup credits.
- Mistral Large 4
Unmatched global scale, breadth of services, and startup credits program.
- Nemotron 3 Ultra
Mature services, startup credits, global reach
What the models say about Google Cloud
One reason per model, from the shared questions
- Claude Haiku 5.5
Strong managed Kubernetes, clean developer experience, and generous startup program.
- GPT-6 Luna
Excellent data, AI, and Kubernetes services, with generous startup programs and strong developer tooling.
- Gemini 4 Argon
Superior Kubernetes support, top-tier AI tooling, and up to $200k in startup credits.
- Qwen 3.8 Flash
Strong AI/data tooling with generous startup credits.
- DeepSeek V4 Pro
Strong Kubernetes, AI/ML tools, and generous startup program with clean console UX.
- GLM-5.3
Clean developer experience, strong data/AI tooling, generous startup credits.
- Kimi K3
Excellent developer experience, strong data tools, and competitive startup pricing.
- MiniMax M3
Excellent pricing, strong data/AI tools, and startup program.
- Mistral Large 4
Best-in-class Kubernetes, data analytics, and generous sustained-use discounts.
- Nemotron 3 Ultra
Strong AI/ML, Kubernetes, data analytics
Tracked since October 25, 2026. Each time the panel answers these questions again, both shares are added here.
Question by question
Share of all answers that named each, every wording pooled, with its place among every product named · Both-named questions first
| Question | AWS | Google Cloud |
|---|---|---|
| Best cloud platforms for startups | 96% #2 | 93% #5 |