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Loading the latest published snapshot and its supporting evidence.
Loading the latest published snapshot and its supporting evidence.
qdrant.tech as a URL-derived citation source in Rank.ai's public AI answer benchmark.
A current roll-up of published ranks, normalized facts, primary evidence, and entity relationships. No missing value is inferred.
| Metric | Value |
|---|---|
| public_prompt_sourcesBest citation position | 1 positionmeasured |
| public_prompt_sourcesCited answers | 7 answersmeasured |
| public_prompt_sourcesCited-answer coverage | 19.44 percentderived |
| public_prompt_sourcesDistinct citation URLs | 5 URLsmeasured |
| public_prompt_sourcesEngine breadth | 3 enginesmeasured |
| public_prompt_sourcesMean citation position | 2.86 positionderived |
| public_prompt_sourcesMedian citation position | 3 positionderived |
Every currently published position, as of Aug 4, 2026 · 100% confidence · methodology v2-parent-8f2516a7bd0dea82.
| Rank | Leaderboard | Score | Movement | Explain |
|---|---|---|---|---|
| #3 | Most-cited domains in Vector Databases answers | 19.44 | 2 ranks gained | Explain Most-cited domains in Vector Databases answers rank → |
Ranks URL-derived citation hostnames in the complete public prompt benchmark without additional provider calls.
Some explanation inputs are unavailable Missing: publicFrozenEvidence.
100% confidence · 50% component coverage · as of Aug 4, 2026, 12:00 AM UTC
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| aggregateArtifactHash | 76f758c7917e90e505462f8780e006bf71647eca1f0e6fc1ba77fe6223b16468 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
| answerDenominator | 36 | Unavailable | 36 | 0 | unavailableno_public_frozen_evidence |
| engineDenominator | 3 | Unavailable | 3 | 0 | unavailableno_public_frozen_evidence |
14 published observations for qdrant.tech, all at 100% confidence. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Evidence |
|---|---|---|---|---|
| Distinct citation URLspublic-prompt-source-distinct-url-count | 5URLs | measured | Aug 4, 2026 | View source
|
| hostname | qdrant.tech | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
| positionDenominator | 7 | Unavailable | 7 | 0 | unavailableno_public_frozen_evidence |
|---|
| positionNumerator | 20 | Unavailable | 20 | 0 | unavailableno_public_frozen_evidence |
|---|
| public prompt source answer coverage | 19.444444 | 100% | 19.444 | 1 | available |
|---|
| public prompt source best position | 1 | 0% | 0 | 1 | available |
|---|
| public prompt source cited answer count | 7 | 0% | 0 | 1 | available |
|---|
| public prompt source distinct URL count | 5 | 0% | 0 | 1 | available |
|---|
| public prompt source engine breadth | 3 | 0% | 0 | 1 | available |
|---|
| public prompt source mean position | 2.857143 | 0% | 0 | 1 | available |
|---|
| public prompt source median position | 3 | 0% | 0 | 1 | available |
|---|
| sourceVisibilityOnly | 1 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
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Best citation positionpublic-prompt-source-best-position | 1position | measured | Aug 4, 2026 | View source
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|---|
| Cited-answer coveragepublic-prompt-source-answer-coverage | 19.4444percent | derived | Aug 4, 2026 | View source
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| Median citation positionpublic-prompt-source-median-position | 3position | derived | Aug 4, 2026 | View source
|
|---|
| Cited answerspublic-prompt-source-cited-answer-count | 7answers | measured | Aug 4, 2026 | View source
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| Mean citation positionpublic-prompt-source-mean-position | 2.8571position | derived | Aug 4, 2026 | View source
|
|---|
| Engine breadthpublic-prompt-source-engine-breadth | 3engines | measured | Aug 4, 2026 | View source
|
|---|
| Mean citation positionpublic-prompt-source-mean-position | 2position | derived | Jul 27, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-source-distinct-url-count | 5URLs | measured | Jul 27, 2026 | View source
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|---|
| Cited answerspublic-prompt-source-cited-answer-count | 5answers | measured | Jul 27, 2026 | View source
|
|---|
| Engine breadthpublic-prompt-source-engine-breadth | 3engines | measured | Jul 27, 2026 | View source
|
|---|
| Median citation positionpublic-prompt-source-median-position | 1.5position | derived | Jul 27, 2026 | View source
|
|---|
| Best citation positionpublic-prompt-source-best-position | 1position | measured | Jul 27, 2026 | View source
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| Cited-answer coveragepublic-prompt-source-answer-coverage | 13.8889percent | derived | Jul 27, 2026 | View source
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