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LIVE RANKINGS & DATA
Loading the latest published snapshot and its supporting evidence.
Public recommendation prompt in the Rank.ai Data Platforms benchmark.
A current roll-up of published ranks, normalized facts, primary evidence, and entity relationships. No missing value is inferred.
| Metric | Value | As of | Evidence | Confidence |
|---|---|---|---|---|
| public_prompt_insightsCross-engine brand disagreement | 37.62 percentderived | Jul 27, 2026 | Rank.ai Data Platforms Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct citation URLs | 17 urlsmeasured | Jul 27, 2026 | Rank.ai Data Platforms Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct reviewed brands surfaced | 8 brandsmeasured | Jul 27, 2026 | Rank.ai Data Platforms Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsLeading-brand engine consensus | 100 percentderived | Jul 27, 2026 | Rank.ai Data Platforms Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsReviewed-brand presence events | 16 presence_eventsmeasured | Jul 27, 2026 | Rank.ai Data Platforms Prompt Benchmark ↗Grade A | 100% |
Every currently published position, joined to its snapshot, confidence, and methodology version.
| Rank | Leaderboard | Score | Movement | Confidence | As of | Method | Open explanation |
|---|---|---|---|---|---|---|---|
| #4 | Data Platforms Prompt Brand Leadersdata-platforms-prompt-brand-leaders | 100 | — | 100% | Jul 27, 2026 | v1-parent-973ba1005aa91ec7 | Explain → |
| #9 | Data Platforms Engine Disagreement by Promptdata-platforms-prompt-engine-disagreement | 37.62 | — | 100% | Jul 27, 2026 | v1-parent-973ba1005aa91ec7 | Explain → |
Derives prompt-level brand leaders and cross-engine brand-set disagreement from the complete public Rank.ai benchmark cohort.
Some explanation inputs are unavailable Missing: comparablePriorRanking.
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| public prompt brand presence events | 16 | 0% | — | 1 | available |
| public prompt citation urls | 17 | 0% | — | 1 | available |
| public prompt distinct reviewed brands | 8 | 0% |
5 published observations for Which serverless data warehouse is best for bursty workloads, minimal administration, elastic scaling, and usage-based pricing?. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Confidence | Evidence |
|---|---|---|---|---|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 8brands | measured | Jul 27, 2026 | 100% | View source
|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 37.619percent | derived | Jul 27, 2026 | 100% | View source
|
| — |
| 1 |
| available |
| public prompt engine disagreement | 37.619048 | 0% | — | 1 | available |
|---|
| public prompt leading brand consensus | 100 | 100% | 100 | 1 | available |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
{"promptSlug":"best-serverless-data-warehouse","corpusVersion":"data-platforms-2026-07-27","runArtifactIds":["14514802-64d1-4ab0-8d59-7b4baa236f01","43e5cad3-5a07-465e-b149-2de1474e7558","16945103-ebbb-4652-93e5-1170d888b40e"],"parentSnapshotId":"f40337c9-0e3c-4141-8e5c-1e8d9ba2ecf8","providerMatrixVersion":"64232fd32583"}{"promptSlug":"best-serverless-data-warehouse","corpusVersion":"data-platforms-2026-07-27","runArtifactIds":["14514802-64d1-4ab0-8d59-7b4baa236f01","43e5cad3-5a07-465e-b149-2de1474e7558","16945103-ebbb-4652-93e5-1170d888b40e"],"parentSnapshotId":"f40337c9-0e3c-4141-8e5c-1e8d9ba2ecf8","providerMatrixVersion":"64232fd32583"}{"promptSlug":"best-serverless-data-warehouse","corpusVersion":"data-platforms-2026-07-27","runArtifactIds":["14514802-64d1-4ab0-8d59-7b4baa236f01","43e5cad3-5a07-465e-b149-2de1474e7558","16945103-ebbb-4652-93e5-1170d888b40e"],"parentSnapshotId":"f40337c9-0e3c-4141-8e5c-1e8d9ba2ecf8","providerMatrixVersion":"64232fd32583"}{"promptSlug":"best-serverless-data-warehouse","corpusVersion":"data-platforms-2026-07-27","runArtifactIds":["14514802-64d1-4ab0-8d59-7b4baa236f01","43e5cad3-5a07-465e-b149-2de1474e7558","16945103-ebbb-4652-93e5-1170d888b40e"],"parentSnapshotId":"f40337c9-0e3c-4141-8e5c-1e8d9ba2ecf8","providerMatrixVersion":"64232fd32583"}{"promptSlug":"best-serverless-data-warehouse","corpusVersion":"data-platforms-2026-07-27","runArtifactIds":["14514802-64d1-4ab0-8d59-7b4baa236f01","43e5cad3-5a07-465e-b149-2de1474e7558","16945103-ebbb-4652-93e5-1170d888b40e"],"parentSnapshotId":"f40337c9-0e3c-4141-8e5c-1e8d9ba2ecf8","providerMatrixVersion":"64232fd32583"}{"promptSlug":"best-serverless-data-warehouse","corpusVersion":"data-platforms-2026-07-27","runArtifactIds":["14514802-64d1-4ab0-8d59-7b4baa236f01","43e5cad3-5a07-465e-b149-2de1474e7558","16945103-ebbb-4652-93e5-1170d888b40e"],"parentSnapshotId":"f40337c9-0e3c-4141-8e5c-1e8d9ba2ecf8","providerMatrixVersion":"64232fd32583"}| Distinct citation URLspublic-prompt-citation-urls | 17urls | measured | Jul 27, 2026 | 100% | View source
|
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| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | 100% | View source
|
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| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 16presence_events | measured | Jul 27, 2026 | 100% | View source
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