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RANK.AI DATA / LATEST PUBLICATION

Cloud platforms engine disagreement by prompt

16 prompts ranked by cross engine brand disagreement.
Recommend cloud providers for organizations that need sovereign deployment options, broad regional coverage, and data-residency controls. is out in front at 94.4%.

16 promptschecked Aug 13, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON

Follow changes
In front today

Recommend cloud providers for organizations that need sovereign deployment options, broad regional coverage, and data-residency controls.

94.4%cross engine brand disagreement

Ahead of second place
5.6%
Held by the top three
26%
Middle of the board
74.2%
Below half the leader
3 of 16
Highest 94.4%Middle 74.2%
1. Recommend cloud providers for organizations that need sovereign deployment options, broad regional coverage, and data-residency controls. — 94.4%2. How should a buyer compare cloud pricing, discounts, support plans, network egress, and total operating cost? — 88.9%3. Which cloud platform is best for a governed lakehouse, streaming analytics, business intelligence, and machine learning stack? — 80.0%4. Which cloud platforms are strongest for regulated workloads that require private networking, auditability, compliance, and key control? — 80.0%5. Recommend a cloud platform for a small engineering team building serverless web applications with managed databases and low operations overhead. — 80.0%6. Compare cloud platforms for managed Kubernetes, container security, service networking, autoscaling, and platform engineering. — 77.8%7. Create a shortlist of cloud infrastructure vendors for a global company modernizing applications, data, security, and AI. — 77.8%8. Recommend a cloud platform for production AI workloads that need managed models, accelerators, data services, and strong observability. — 75.0%9. Which cloud platforms are strongest for a large enterprise running a mixed portfolio of modern and legacy applications? — 73.3%10. Which cloud platforms offer the strongest hybrid and multicloud operations for workloads spanning datacenters, edge sites, and public regions? — 73.3%11. Compare cloud platforms on service breadth, reliability, regions, security, support, developer experience, and enterprise governance. — 66.7%12. Compare cloud platforms for managed relational, document, cache, warehouse, and globally distributed database workloads. — 66.7%13. Which criteria expose migration complexity and lock-in risk when selecting a strategic cloud platform? — 66.7%14. What cloud platform should a startup evaluate for predictable costs, simple deployment, developer support, and room to scale? — 16.7%15. What should a technical buying team negotiate in a strategic cloud agreement covering commitments, portability, support, and exit terms? — 0.0%16. Create a proof-of-concept scorecard for comparing cloud providers on availability, failure recovery, quotas, observability, and support. — 0.0%
Rank 1one bar per published rowRank 16
WHY THIS RANK / VERIFIED SNAPSHOT

Which criteria expose migration complexity and lock-in risk when selecting a strategic cloud platform?

Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.

availablePermalink to this snapshot ↗
Published rank
#13
Score
66.667 percent
Sample size
3

100% confidence · 100% component coverage · as of Aug 13, 2026, 12:00 AM UTC

SCORE CONSTRUCTION

Component ledger

7/7 evidenced

All components available · 1 evidence record each

Components contributing to Which criteria expose migration complexity and lock-in risk when selecting a strategic cloud platform?'s rank
ComponentValueWeightContribution
public prompt brand presence events10%—
public prompt citation urls160%—
public prompt distinct reviewed brands10%—
public prompt engine disagreement66.666667100%66.667
public prompt leading brand consensus33.3333330%—
public prompt leading brand owned citation coverage33.3333330%—
public prompt leading brand owned citation gap00%—
WHY IT MOVED

down since prior snapshot

-8 ranks
  1. public prompt citation urls17 → 16
    -1
  2. public prompt brand presence events1 → 1
    0
  3. public prompt distinct reviewed brands1 → 1
    0
  4. public prompt engine disagreement66.667 → 66.667
    0
  5. public prompt leading brand consensus33.333 → 33.333
    0
  6. public prompt leading brand owned citation coverage33.333 → 33.333
    0
  7. public prompt leading brand owned citation gap0 → 0
    0
PRIMARY EVIDENCE

Source trail

7 public records
  • Reviewed-brand presence eventspublic prompt brand presence events · observed Aug 13, 2026, 12:00 AM UTC1 presence_events100% confidence
    Source
    Rank.ai Cloud Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"cloud-platform-migration-lock-in","corpusVersion":"cloud-platforms-2026-07-27","runArtifactIds":["ca3f272a-ef44-4692-a992-af9b89567ccc","8ebc27a3-5850-4c1f-95bd-d3348c074313","79d05d99-9c25-40cf-b5ae-b14b6a6c509c"],"parentSnapshotId":"7ff3ac47-7436-4ba2-8cfb-8a3eecb28295","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Distinct citation URLspublic prompt citation urls · observed Aug 13, 2026, 12:00 AM UTC16 urls100% confidence
    Source
    Rank.ai Cloud Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"cloud-platform-migration-lock-in","corpusVersion":"cloud-platforms-2026-07-27","runArtifactIds":["ca3f272a-ef44-4692-a992-af9b89567ccc","8ebc27a3-5850-4c1f-95bd-d3348c074313","79d05d99-9c25-40cf-b5ae-b14b6a6c509c"],"parentSnapshotId":"7ff3ac47-7436-4ba2-8cfb-8a3eecb28295","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Distinct reviewed brands surfacedpublic prompt distinct reviewed brands · observed Aug 13, 2026, 12:00 AM UTC1 brands100% confidence
    Source
    Rank.ai Cloud Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"cloud-platform-migration-lock-in","corpusVersion":"cloud-platforms-2026-07-27","runArtifactIds":["ca3f272a-ef44-4692-a992-af9b89567ccc","8ebc27a3-5850-4c1f-95bd-d3348c074313","79d05d99-9c25-40cf-b5ae-b14b6a6c509c"],"parentSnapshotId":"7ff3ac47-7436-4ba2-8cfb-8a3eecb28295","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Cross-engine brand disagreementpublic prompt engine disagreement · observed Aug 13, 2026, 12:00 AM UTC66.667 percent100% confidence
    Source
    Rank.ai Cloud Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"cloud-platform-migration-lock-in","corpusVersion":"cloud-platforms-2026-07-27","runArtifactIds":["ca3f272a-ef44-4692-a992-af9b89567ccc","8ebc27a3-5850-4c1f-95bd-d3348c074313","79d05d99-9c25-40cf-b5ae-b14b6a6c509c"],"parentSnapshotId":"7ff3ac47-7436-4ba2-8cfb-8a3eecb28295","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Leading-brand engine consensuspublic prompt leading brand consensus · observed Aug 13, 2026, 12:00 AM UTC33.333 percent100% confidence
    Source
    Rank.ai Cloud Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"cloud-platform-migration-lock-in","corpusVersion":"cloud-platforms-2026-07-27","runArtifactIds":["ca3f272a-ef44-4692-a992-af9b89567ccc","8ebc27a3-5850-4c1f-95bd-d3348c074313","79d05d99-9c25-40cf-b5ae-b14b6a6c509c"],"parentSnapshotId":"7ff3ac47-7436-4ba2-8cfb-8a3eecb28295","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Leading-brand owned-citation coveragepublic prompt leading brand owned citation coverage · observed Aug 13, 2026, 12:00 AM UTC33.333 percent100% confidence
    Source
    Rank.ai Cloud Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"cloud-platform-migration-lock-in","corpusVersion":"cloud-platforms-2026-07-27","runArtifactIds":["ca3f272a-ef44-4692-a992-af9b89567ccc","8ebc27a3-5850-4c1f-95bd-d3348c074313","79d05d99-9c25-40cf-b5ae-b14b6a6c509c"],"parentSnapshotId":"7ff3ac47-7436-4ba2-8cfb-8a3eecb28295","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Leading-brand owned-citation opportunitypublic prompt leading brand owned citation gap · observed Aug 13, 2026, 12:00 AM UTC0 percentage_points100% confidence
    Source
    Rank.ai Cloud Platforms Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"cloud-platform-migration-lock-in","corpusVersion":"cloud-platforms-2026-07-27","runArtifactIds":["ca3f272a-ef44-4692-a992-af9b89567ccc","8ebc27a3-5850-4c1f-95bd-d3348c074313","79d05d99-9c25-40cf-b5ae-b14b6a6c509c"],"parentSnapshotId":"7ff3ac47-7436-4ba2-8cfb-8a3eecb28295","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
REPRODUCIBILITYPublic Cloud Platforms prompt leaders, engine disagreement, and citation opportunity · v2-parent-f0e56a0391a3694a112 observations · 1 sources · passed quality
Snapshot
4e739093-4466-4435-ae8c-0018a744286b
Data hash
f9c0ab5325266c5318ddb83d9d88073542cf095240cd9efd60a09e441e4e7afe
Method hash
0de50b574a7497bc5aafb2151c657d78eb0f76b0d391e6f3a3d8056964c9f9bc

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