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LIVE RANKINGS & DATA
Loading the latest published snapshot and its supporting evidence.
Public recommendation prompt in the Rank.ai Enterprise Search 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 | 0 percentderived | Jul 27, 2026 | Rank.ai Enterprise Search Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct citation URLs | 16 urlsmeasured | Jul 27, 2026 | Rank.ai Enterprise Search Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct reviewed brands surfaced | 2 brandsmeasured | Jul 27, 2026 | Rank.ai Enterprise Search Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsLeading-brand engine consensus | 100 percentderived | Jul 27, 2026 | Rank.ai Enterprise Search Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsReviewed-brand presence events | 6 presence_eventsmeasured | Jul 27, 2026 | Rank.ai Enterprise Search 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 |
|---|---|---|---|---|---|---|---|
| #5 | Enterprise Search Prompt Brand Leadersenterprise-search-platforms-prompt-brand-leaders | 100 | — | 100% | Jul 27, 2026 | v1-parent-8042b71372e825c6 | Explain → |
| #11 | Enterprise Search Engine Disagreement by Promptenterprise-search-platforms-prompt-engine-disagreement | 0 | — | 100% | Jul 27, 2026 | v1-parent-8042b71372e825c6 | 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 | 6 | 0% | — | 1 | available |
| public prompt citation urls | 16 | 0% | — | 1 | available |
| public prompt distinct reviewed brands | 2 |
5 published observations for Which developer platform is best for hybrid keyword and vector retrieval, semantic reranking, and high-scale search?. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Confidence | Evidence |
|---|---|---|---|---|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | 100% | View source
|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 0percent | derived | Jul 27, 2026 | 100% | View source
|
| 0% |
| — |
| 1 |
| available |
| public prompt engine disagreement | 0 | 0% | — | 1 | available |
|---|
| public prompt leading brand consensus | 100 | 100% | 100 | 1 | available |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
{"promptSlug":"hybrid-retrieval-platform-at-scale","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","511ceb27-ee40-468a-8de0-9a7543c95dd2"],"parentSnapshotId":"fb0723dd-4258-4077-9bd0-aaa79c8bd332","providerMatrixVersion":"64232fd32583"}{"promptSlug":"hybrid-retrieval-platform-at-scale","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","511ceb27-ee40-468a-8de0-9a7543c95dd2"],"parentSnapshotId":"fb0723dd-4258-4077-9bd0-aaa79c8bd332","providerMatrixVersion":"64232fd32583"}{"promptSlug":"hybrid-retrieval-platform-at-scale","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","511ceb27-ee40-468a-8de0-9a7543c95dd2"],"parentSnapshotId":"fb0723dd-4258-4077-9bd0-aaa79c8bd332","providerMatrixVersion":"64232fd32583"}{"promptSlug":"hybrid-retrieval-platform-at-scale","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","511ceb27-ee40-468a-8de0-9a7543c95dd2"],"parentSnapshotId":"fb0723dd-4258-4077-9bd0-aaa79c8bd332","providerMatrixVersion":"64232fd32583"}{"promptSlug":"hybrid-retrieval-platform-at-scale","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","511ceb27-ee40-468a-8de0-9a7543c95dd2"],"parentSnapshotId":"fb0723dd-4258-4077-9bd0-aaa79c8bd332","providerMatrixVersion":"64232fd32583"}{"promptSlug":"hybrid-retrieval-platform-at-scale","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","511ceb27-ee40-468a-8de0-9a7543c95dd2"],"parentSnapshotId":"fb0723dd-4258-4077-9bd0-aaa79c8bd332","providerMatrixVersion":"64232fd32583"}| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 6presence_events | measured | Jul 27, 2026 | 100% | View source
|
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| Distinct citation URLspublic-prompt-citation-urls | 16urls | measured | Jul 27, 2026 | 100% | View source
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| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 2brands | measured | Jul 27, 2026 | 100% | View source
|
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