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LIVE RANKINGS & DATA
Loading the latest published snapshot and its supporting evidence.
Ranks reviewed Cloud Platforms brands by presence in Gemini's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Signal | Gemini recommendation-prompt presence | Mention coverage | Mention share | Citation share | Engine breadth | OpenAI rec. presence | OpenAI coverage | Confidence | N | Change | Trend | Explain | Compare |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 01 | Google Cloudcompany | 75.0% | 81.25% | 26% | 36.36% | 3 | 100% | 81.25% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 02 | Amazon Web Servicescompany | 75.0% | 79.17% | 25.33% | 15.15% | 3 | 100% | 81.25% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 03 | Microsoft Azurecompany | 75.0% | 79.17% | 25.33% | 12.12% | 3 | 100% | 81.25% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 04 | IBM Cloudcompany | 12.5% | 22.92% | 7.33% | 12.12% | 3 | 50% | 31.25% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 05 | Oracle Cloudcompany | 12.5% | 22.92% | 7.33% | 12.12% | 3 | 37.5% | 37.5% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 06 | DigitalOceancompany | 12.5% | 10.42% | 3.33% | 9.09% | 2 | 12.5% | 12.5% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 07 | Cloudflare Developer Platformcompany | 12.5% | 2.08% | 0.67% | 0% | 1 | 0% | 0% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 08 | OVHcloudcompany | 0.0% | 4.17% | 1.33% | 0% | 2 | 12.5% | 6.25% | 100% | 8 | — | — | Analyze brandViewing why | ||
| 09 | Alibaba Cloudcompany | 0.0% | 6.25% | 2% | 0% | 2 | 12.5% | 12.5% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 10 | Hetzner Cloudcompany | 0.0% | 2.08% | 0.67% | 0% | 1 | 0% | 0% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 11 | Akamai Cloudcompany | 0.0% | 2.08% | 0.67% | 3.03% | 1 | 0% | 6.25% | 100% | 8 | — | — | Analyze brandWhy this rank | ||
| 12 | Vultrcompany | 0.0% | 0% | 0% | 0% | 0 | 0% | 0% | 100% | 8 | — | — | Analyze brandWhy this rank |
Compare one brand with up to three competitors across the exact public prompt × engine matrix behind this leaderboard.
| Brand | Presence | Vs. primary | Selected share | Mentions | Cited answers | Owned URL signals | Engine breadth |
|---|---|---|---|---|---|---|---|
| Google Cloudcloud.google.com | 81.3%39/48 | +2.1 pp | 31.0% | 219 | 11 | 12 | 3/3 |
| Amazon Web Servicesaws.amazon.com | 79.2%38/48 | BASE | 30.2% | 253 | 5 | 5 | 3/3 |
| Microsoft Azureazure.microsoft.com | 79.2%38/48 | 0.0 pp | 30.2% | 253 | 3 | 4 | 3/3 |
| Oracle Cloudoracle.com | 22.9%11/48 | -56.2 pp | 8.7% | 22 | 4 | 4 | 3/3 |
16 prompts · 48 immutable answer hashes · empty cells mean no compared brand was detected.
| Public prompt | OpenAIopenai/gpt-4o-mini | Anthropicanthropic/claude-haiku-4-5 | Geminigoogle/gemini-2.5-flash |
|---|---|---|---|
| 01 Which cloud platforms are strongest for a large enterprise running a mixed portfolio of modern and legacy applications?recommendation | Amazon Web ServicesMicrosoft AzureGoogle CloudOracle Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud · C1 | Amazon Web ServicesMicrosoft AzureGoogle Cloud |
| 02 Recommend a cloud platform for production AI workloads that need managed models, accelerators, data services, and strong observability.recommendation | Amazon Web ServicesMicrosoft Azure · C1Google Cloud · C1 | Amazon Web ServicesMicrosoft AzureGoogle Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud |
| 03 Which cloud platform is best for a governed lakehouse, streaming analytics, business intelligence, and machine learning stack?recommendation | Amazon Web ServicesMicrosoft AzureGoogle Cloud · C1 | Amazon Web ServicesMicrosoft Azure · C2Google Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud · C1 |
| 04 Recommend a cloud platform for a small engineering team building serverless web applications with managed databases and low operations overhead.recommendation | Amazon Web Services · C1Microsoft AzureGoogle Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud · C1 |
| 05 Which cloud platforms are strongest for regulated workloads that require private networking, auditability, compliance, and key control?recommendation | Amazon Web ServicesMicrosoft AzureGoogle CloudOracle Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud · C1Oracle Cloud | No selected brand |
| 06 Recommend cloud providers for organizations that need sovereign deployment options, broad regional coverage, and data-residency controls.recommendation | Amazon Web ServicesMicrosoft AzureGoogle Cloud | Amazon Web Services · C1Microsoft AzureGoogle Cloud | No selected brand |
| 07 Which cloud platforms offer the strongest hybrid and multicloud operations for workloads spanning datacenters, edge sites, and public regions?recommendation | Amazon Web ServicesMicrosoft AzureGoogle CloudOracle Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud | Amazon Web ServicesMicrosoft Azure · C1Google Cloud · C1Oracle Cloud · C1 |
| 08 What cloud platform should a startup evaluate for predictable costs, simple deployment, developer support, and room to scale?recommendation | Amazon Web ServicesMicrosoft AzureGoogle Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud |
| 09 Compare cloud platforms on service breadth, reliability, regions, security, support, developer experience, and enterprise governance.commercial | Amazon Web ServicesMicrosoft AzureGoogle Cloud · C1Oracle Cloud · C1 | Amazon Web ServicesMicrosoft AzureGoogle Cloud · C1 | Amazon Web ServicesMicrosoft AzureGoogle Cloud |
| 10 How should a buyer compare cloud pricing, discounts, support plans, network egress, and total operating cost?commercial | Amazon Web ServicesMicrosoft AzureGoogle CloudOracle Cloud · C1 | Amazon Web Services · C1Microsoft AzureGoogle Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud |
| 11 Create a proof-of-concept scorecard for comparing cloud providers on availability, failure recovery, quotas, observability, and support.commercial | No selected brand | Amazon Web ServicesMicrosoft AzureGoogle Cloud · C1 | No selected brand |
| 12 Which criteria expose migration complexity and lock-in risk when selecting a strategic cloud platform?commercial | No selected brand | No selected brand | No selected brand |
| 13 Compare cloud platforms for managed relational, document, cache, warehouse, and globally distributed database workloads.commercial | Amazon Web Services · C1Microsoft AzureGoogle Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud | Amazon Web ServicesMicrosoft AzureGoogle CloudOracle Cloud · C1 |
| 14 Compare cloud platforms for managed Kubernetes, container security, service networking, autoscaling, and platform engineering.commercial | Amazon Web ServicesMicrosoft AzureGoogle Cloud | Amazon Web Services · C1Microsoft AzureGoogle Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud |
| 15 What should a technical buying team negotiate in a strategic cloud agreement covering commitments, portability, support, and exit terms?commercial | No selected brand | Google Cloud · C2 | No selected brand |
| 16 Create a shortlist of cloud infrastructure vendors for a global company modernizing applications, data, security, and AI.commercial | Amazon Web ServicesMicrosoft AzureGoogle CloudOracle Cloud | Amazon Web ServicesMicrosoft AzureGoogle CloudOracle Cloud | Amazon Web ServicesMicrosoft AzureGoogle CloudOracle Cloud |
Hostnames are derived from validated public HTTP(S) URLs, not provider-supplied domain labels.
| Source hostname | Cited answers | Distinct URLs | Engine breadth | Best position | Evidence |
|---|---|---|---|---|---|
| linkedin.com | 13 | 12 | 3 | #1 | Open source ↗ |
| reddit.com | 9 | 9 | 3 | #1 | Open source ↗ |
| medium.com | 8 | 7 | 3 | #1 | Open source ↗ |
| cloud.google.com | 7 | 5 | 3 | #2 | Open source ↗ |
| gartner.com | 5 | 5 | 3 | #1 | Open source ↗ |
| docs.cloud.google.com | 5 | 3 | 2 | #2 | Open source ↗ |
| aws.amazon.com | 4 | 4 | 2 | #1 | Open source ↗ |
| oracle.com | 4 | 4 | 2 | #1 | Open source ↗ |
| youtube.com | 4 | 4 | 2 | #3 | Open source ↗ |
| mirantis.com | 4 | 3 | 2 | #2 | Open source ↗ |
| emma.ms | 3 | 3 | 2 | #1 | Open source ↗ |
| ibm.com | 3 | 3 | 2 | #1 | Open source ↗ |
| dev.to | 3 | 3 | 3 | #2 | Open source ↗ |
| digitalocean.com | 3 | 3 | 1 | #2 | Open source ↗ |
| facebook.com | 3 | 3 | 1 | #2 | Open source ↗ |
| nops.io | 3 | 3 | 2 | #3 | Open source ↗ |
| northflank.com | 3 | 3 | 1 | #3 | Open source ↗ |
| aerospike.com | 3 | 3 | 3 | #4 | Open source ↗ |
| discuss.google.dev | 3 | 2 | 3 | #1 | Open source ↗ |
| montecarlo.ai | 3 | 2 | 2 | #2 | Open source ↗ |
Ranks a reviewed Cloud Platforms brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.
Some explanation inputs are unavailable Missing: comparablePriorRanking.
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| public prompt anthropic brand citation share | 0 | 0% | — | 1 | available |
| public prompt anthropic brand mention coverage | 6.25 | 0% | — | 1 | available |
| public prompt anthropic brand recommendation presence | 12.5 | 0% | — | 1 | available |
| public prompt brand citation share |
|---|
| 0 |
| 0% |
| — |
| 1 |
| available |
| public prompt brand engine breadth | 2 | 0% | — | 1 | available |
|---|
| public prompt brand mention coverage | 4.166667 | 0% | — | 1 | available |
|---|
| public prompt brand mention share | 1.333333 | 0% | — | 1 | available |
|---|
| public prompt brand recommendation presence | 8.333333 | 0% | — | 1 | available |
|---|
| public prompt gemini brand citation share | 0 | 0% | — | 1 | available |
|---|
| public prompt gemini brand mention coverage | 0 | 0% | — | 1 | available |
|---|
| public prompt gemini brand recommendation presence | 0 | 100% | 0 | 1 | available |
|---|
| public prompt openai brand citation share | 0 | 0% | — | 1 | available |
|---|
| public prompt openai brand mention coverage | 6.25 | 0% | — | 1 | available |
|---|
| public prompt openai brand recommendation presence | 12.5 | 0% | — | 1 | available |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
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