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LIVE RANKINGS & DATA
Loading the latest published snapshot and its supporting evidence.
Public commercial 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 | 66.67 percentderived | Jul 27, 2026 | Rank.ai Enterprise Search Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct citation URLs | 20 urlsmeasured | Jul 27, 2026 | Rank.ai Enterprise Search Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct reviewed brands surfaced | 1 brandsmeasured | Jul 27, 2026 | Rank.ai Enterprise Search Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsLeading-brand engine consensus | 33.33 percentderived | Jul 27, 2026 | Rank.ai Enterprise Search Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsReviewed-brand presence events | 1 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 |
|---|---|---|---|---|---|---|---|
| #12 | Enterprise Search Prompt Brand Leadersenterprise-search-platforms-prompt-brand-leaders | 33.33 | — | 100% | Jul 27, 2026 | v1-parent-8042b71372e825c6 | Explain → |
| #6 | Enterprise Search Engine Disagreement by Promptenterprise-search-platforms-prompt-engine-disagreement | 66.67 | — | 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 | 1 | 0% | — | 1 | available |
| public prompt citation urls | 20 | 0% | — | 1 | available |
| public prompt distinct reviewed brands | 1 |
5 published observations for How should buyers compare retrieval platforms for grounded AI on accuracy, latency, observability, and total cost?. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Confidence | Evidence |
|---|---|---|---|---|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 66.6667percent | derived | Jul 27, 2026 | 100% | View source
|
| Distinct citation URLspublic-prompt-citation-urls | 20urls | measured | Jul 27, 2026 | 100% | View source
|
| 0% |
| — |
| 1 |
| available |
| public prompt engine disagreement | 66.666667 | 0% | — | 1 | available |
|---|
| public prompt leading brand consensus | 33.333333 | 100% | 33.333 | 1 | available |
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no_prior_published_snapshot
No comparable component drivers were published.
{"promptSlug":"rag-retrieval-accuracy-latency-cost","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","72e92371-6cfb-477b-acd5-6ee69e3debb4"],"parentSnapshotId":"fb0723dd-4258-4077-9bd0-aaa79c8bd332","providerMatrixVersion":"64232fd32583"}{"promptSlug":"rag-retrieval-accuracy-latency-cost","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","72e92371-6cfb-477b-acd5-6ee69e3debb4"],"parentSnapshotId":"fb0723dd-4258-4077-9bd0-aaa79c8bd332","providerMatrixVersion":"64232fd32583"}{"promptSlug":"rag-retrieval-accuracy-latency-cost","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","72e92371-6cfb-477b-acd5-6ee69e3debb4"],"parentSnapshotId":"fb0723dd-4258-4077-9bd0-aaa79c8bd332","providerMatrixVersion":"64232fd32583"}{"promptSlug":"rag-retrieval-accuracy-latency-cost","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","72e92371-6cfb-477b-acd5-6ee69e3debb4"],"parentSnapshotId":"fb0723dd-4258-4077-9bd0-aaa79c8bd332","providerMatrixVersion":"64232fd32583"}{"promptSlug":"rag-retrieval-accuracy-latency-cost","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","72e92371-6cfb-477b-acd5-6ee69e3debb4"],"parentSnapshotId":"fb0723dd-4258-4077-9bd0-aaa79c8bd332","providerMatrixVersion":"64232fd32583"}{"promptSlug":"rag-retrieval-accuracy-latency-cost","corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","72e92371-6cfb-477b-acd5-6ee69e3debb4"],"parentSnapshotId":"fb0723dd-4258-4077-9bd0-aaa79c8bd332","providerMatrixVersion":"64232fd32583"}| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 1brands | measured | Jul 27, 2026 | 100% | View source
|
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| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 1presence_events | measured | Jul 27, 2026 | 100% | View source
|
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| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 33.3333percent | derived | Jul 27, 2026 | 100% | View source
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