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Qdrant 0 8 1

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)

Qdrant 0 8 1 has 91 facts recorded in Dontopedia across 8 references, with 10 live disagreements.

91 facts·52 predicates·8 sources·10 in dispute

Mostly:rdf:type(8), outperforms(8), rdfs:label(8)

Maturity scale raw canonical shape-checked rule-derived certified

Rdf:typein disputerdf:type

Outperformsin disputeoutperforms

Has Precision Ratein disputehasPrecisionRate

  • 0.95[7]all time · 1ff666a3 024a 43b9 A61b 238256feb9fd
  • 0.96[5]sourceall time · 645b72fe 4da0 4ebf B7f1 Db6f7953c2c4

Community Support Rankin disputecommunitySupportRank

  • 1[2]all time · F81bd713 418c 4331 B01a B394a1295f13
  • highest[2]all time · F81bd713 418c 4331 B01a B394a1295f13

Supports Deployment Modelin disputesupportsDeploymentModel

  • Cloud[2]all time · F81bd713 418c 4331 B01a B394a1295f13
  • On Premises[2]all time · F81bd713 418c 4331 B01a B394a1295f13

Part of Evaluation Groupin disputepartOfEvaluationGroup

Not Evaluated onin disputenotEvaluatedOn

Has Highest Score in Categoryin disputehasHighestScoreInCategory

Evaluated onin disputeevaluatedOn

Relates to Metricin disputerelatesToMetric

Rdfs:labelrdfs:label

  • Qdrant 0.8.1[7]all time · 1ff666a3 024a 43b9 A61b 238256feb9fd
  • Qdrant 0.8.1[2]all time · F81bd713 418c 4331 B01a B394a1295f13
  • Qdrant 0.8.1[1]all time · 7de81f33 0873 49df 9750 E71210382767
  • Qdrant 0.8.1[5]all time · 645b72fe 4da0 4ebf B7f1 Db6f7953c2c4
  • Qdrant 0.8.1[4]all time · 9423e542 Ef27 4b6c 82c7 F95a6bf87bd7
  • Qdrant 0.8.1[6]all time · 0da25b5e 237a 422f 96bc 668666933b81
  • Qdrant 0.8.1[3]all time · 83544ab2 E440 4ab9 9461 Be803669c9e7
  • Qdrant 0.8.1[8]all time · 82230382 8bc4 4da4 8f74 B604a44e2862

Has VersionhasVersion

  • 0.8.1[3]all time · 83544ab2 E440 4ab9 9461 Be803669c9e7
  • 0.8.1[5]sourceall time · 645b72fe 4da0 4ebf B7f1 Db6f7953c2c4
  • 0.8.1[1]sourceall time · 7de81f33 0873 49df 9750 E71210382767

Inbound mentions (38)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

hasValueForHas Value for(6)

hasMemberHas Member(4)

isScoredForIs Scored for(4)

hasHigherLatencyThanHas Higher Latency Than(3)

containsEntityContains Entity(2)

containsMemberContains Member(2)

hasScoreForHas Score for(2)

isOutperformedByInF1ScoreIs Outperformed by in F1 Score(2)

containsContains(1)

hasEqualScoreHas Equal Score(1)

hasLowerQueryLatencyThanHas Lower Query Latency Than(1)

hasRowHas Row(1)

hasShorterIndexingTimeThanHas Shorter Indexing Time Than(1)

isOutperformedByIs Outperformed by(1)

isScoreForIs Score for(1)

memoryUsageHigherThanMemory Usage Higher Than(1)

memoryUsageLowerThanMemory Usage Lower Than(1)

rankedLibrariesRanked Libraries(1)

sharesDeploymentModelShares Deployment Model(1)

storageSizeHigherThanStorage Size Higher Than(1)

storageSizeLowerThanStorage Size Lower Than(1)

Other facts (43)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

43 facts
PredicateValueRef
Has Cost110[6]
Has Cost110[2]
Has Community Support0.9[6]
Has Community Support0.9[2]
Has Query Latency210[4]
Has Query Latency210[5]
Version0.8.1[8]
Deployment Model Comparisonflexible[2]
Cost Rank2[2]
Has Better Concurrency SupportAnnoy 1 18 0[5]
Has Concurrency Support0.85[5]
Is Measured inMatrix[5]
Has Better F1 ScoreFaiss 1 7 3[5]
Has Better Precision RateWeaviate 1 14 0[5]
Has Equal Concurrency SupportMilvus 2 3 0[5]
Has Equal ScalabilityMilvus 2 3 0[5]
Has Equal F1 ScoreMilvus 2 3 0[5]
Has Lower Latency ThanFaiss 1 7 3[5]
Has Scalability0.9[5]
Has F1 Score0.955[5]
Precision Rate Not Reportedtrue[7]
Has Highest Recall Ratetrue[7]
Has Memory Usage520[7]
Shares Score WithWeaviate 1 14 0[3]
Has Scalability Score ValueScore 0.9[3]
Highest ScoreScalability[3]
Has Ease of Integration Score0.9[3]
Has Concurrency Support Score0.9[3]
Has Scalability Score0.9[3]
Has Higher Community Support ThanWeaviate 1 14 0[6]
Score Consistency0[1]
Has Version Number0.8.1[1]
Best Overalltrue[1]
Uniform Score0.9[1]
Highest Score onScalability[1]
Has Metric Score0.9[1]
Has Best Search Timetrue[4]
Has Faster Search Time ThanWeaviate 1 14 0[4]
Has Lowest Search Timetrue[4]
Measured bySearch Time[4]
Has Indexing Time320[4]
Has Index Size1100[4]
Has Search Time190[4]

Timeline

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

bestOverallbeam/7de81f33-0873-49df-9750-e71210382767
true
communitySupportRankbeam/f81bd713-418c-4331-b01a-b394a1295f13
1
communitySupportRankbeam/f81bd713-418c-4331-b01a-b394a1295f13
highest
costRankbeam/f81bd713-418c-4331-b01a-b394a1295f13
2
deploymentModelComparisonbeam/f81bd713-418c-4331-b01a-b394a1295f13
flexible
evaluatedOnbeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:communitySupport
evaluatedOnbeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:concurrencySupport
evaluatedOnbeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:easeOfIntegration
evaluatedOnbeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:scalability
hasBestSearchTimebeam/9423e542-ef27-4b6c-82c7-f95a6bf87bd7
true
hasBetterConcurrencySupportbeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
ex:annoy-1-18-0
hasBetterF1Scorebeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
ex:faiss-1-7-3
hasBetterPrecisionRatebeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
ex:weaviate-1-14-0
hasCommunitySupportbeam/0da25b5e-237a-422f-96bc-668666933b81
0.9
hasCommunitySupportbeam/f81bd713-418c-4331-b01a-b394a1295f13
0.9
hasConcurrencySupportbeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
0.85
hasConcurrencySupportScorebeam/83544ab2-e440-4ab9-9461-be803669c9e7
0.9
hasCostbeam/0da25b5e-237a-422f-96bc-668666933b81
110
hasCostbeam/f81bd713-418c-4331-b01a-b394a1295f13
110
hasEaseOfIntegrationScorebeam/83544ab2-e440-4ab9-9461-be803669c9e7
0.9
hasEqualConcurrencySupportbeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
ex:milvus-2-3-0
hasEqualF1Scorebeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
ex:milvus-2-3-0
hasEqualScalabilitybeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
ex:milvus-2-3-0
hasF1Scorebeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
0.955
hasFasterSearchTimeThanbeam/9423e542-ef27-4b6c-82c7-f95a6bf87bd7
ex:weaviate-1-14-0
hasHigherCommunitySupportThanbeam/0da25b5e-237a-422f-96bc-668666933b81
ex:weaviate-1-14-0
hasHighestRecallRatebeam/1ff666a3-024a-43b9-a61b-238256feb9fd
true
hasHighestScoreInCategorybeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:concurrencySupport
hasHighestScoreInCategorybeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:easeOfIntegration
hasHighestScoreInCategorybeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:scalability
hasIndexingTimebeam/9423e542-ef27-4b6c-82c7-f95a6bf87bd7
320
hasIndexSizebeam/9423e542-ef27-4b6c-82c7-f95a6bf87bd7
1100
hasLowerLatencyThanbeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
ex:faiss-1-7-3
hasLowestSearchTimebeam/9423e542-ef27-4b6c-82c7-f95a6bf87bd7
true
hasMemoryUsagebeam/1ff666a3-024a-43b9-a61b-238256feb9fd
520
hasMetricScorebeam/7de81f33-0873-49df-9750-e71210382767
0.9
hasPrecisionRatebeam/1ff666a3-024a-43b9-a61b-238256feb9fd
0.95
hasPrecisionRatebeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
0.96
hasQueryLatencybeam/9423e542-ef27-4b6c-82c7-f95a6bf87bd7
210
hasQueryLatencybeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
210
hasScalabilitybeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
0.9
hasScalabilityScorebeam/83544ab2-e440-4ab9-9461-be803669c9e7
0.9
hasScalabilityScoreValuebeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:score-0.9
hasSearchTimebeam/9423e542-ef27-4b6c-82c7-f95a6bf87bd7
190
hasVersionbeam/83544ab2-e440-4ab9-9461-be803669c9e7
0.8.1
hasVersionbeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
0.8.1
hasVersionbeam/7de81f33-0873-49df-9750-e71210382767
0.8.1
hasVersionNumberbeam/7de81f33-0873-49df-9750-e71210382767
0.8.1
highestScorebeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:scalability
highestScoreOnbeam/7de81f33-0873-49df-9750-e71210382767
ex:scalability
isMeasuredInbeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
ex:matrix
measuredBybeam/9423e542-ef27-4b6c-82c7-f95a6bf87bd7
ex:search-time
notEvaluatedOnbeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:communitySupport
notEvaluatedOnbeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:concurrencySupport
notEvaluatedOnbeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:easeOfIntegration
outperformsbeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
ex:annoy-1-18-0
outperformsbeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:annoy-1-18-0
outperformsbeam/7de81f33-0873-49df-9750-e71210382767
ex:annoy-1-18-0
outperformsbeam/7de81f33-0873-49df-9750-e71210382767
ex:faiss-1-7-3
outperformsbeam/7de81f33-0873-49df-9750-e71210382767
ex:hnswlib-0-9-2
outperformsbeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:hnswlib-0-9-2
outperformsbeam/7de81f33-0873-49df-9750-e71210382767
ex:weaviate-1-14-0
outperformsbeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:weaviate-1-14-0
partOfEvaluationGroupbeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:library-group-concurrency
partOfEvaluationGroupbeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:library-group-scalability
precisionRateNotReportedbeam/1ff666a3-024a-43b9-a61b-238256feb9fd
true
labelbeam/1ff666a3-024a-43b9-a61b-238256feb9fd
Qdrant 0.8.1
labelbeam/f81bd713-418c-4331-b01a-b394a1295f13
Qdrant 0.8.1
labelbeam/7de81f33-0873-49df-9750-e71210382767
Qdrant 0.8.1
labelbeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
Qdrant 0.8.1
labelbeam/9423e542-ef27-4b6c-82c7-f95a6bf87bd7
Qdrant 0.8.1
labelbeam/0da25b5e-237a-422f-96bc-668666933b81
Qdrant 0.8.1
labelbeam/83544ab2-e440-4ab9-9461-be803669c9e7
Qdrant 0.8.1
labelbeam/82230382-8bc4-4da4-8f74-b604a44e2862
Qdrant 0.8.1
typebeam/82230382-8bc4-4da4-8f74-b604a44e2862
ex:Database
typebeam/7de81f33-0873-49df-9750-e71210382767
ex:SoftwareLibrary
typebeam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
ex:VectorDatabase
typebeam/0da25b5e-237a-422f-96bc-668666933b81
ex:VectorDatabase
typebeam/1ff666a3-024a-43b9-a61b-238256feb9fd
ex:VectorDatabase
typebeam/f81bd713-418c-4331-b01a-b394a1295f13
ex:VectorDatabase
typebeam/9423e542-ef27-4b6c-82c7-f95a6bf87bd7
ex:VectorSearchEngine
typebeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:VectorSearchLibrary
relatesToMetricbeam/7de81f33-0873-49df-9750-e71210382767
ex:concurrency-support
relatesToMetricbeam/7de81f33-0873-49df-9750-e71210382767
ex:ease-of-integration
relatesToMetricbeam/7de81f33-0873-49df-9750-e71210382767
ex:scalability
scoreConsistencybeam/7de81f33-0873-49df-9750-e71210382767
0
sharesScoreWithbeam/83544ab2-e440-4ab9-9461-be803669c9e7
ex:weaviate-1-14-0
supportsDeploymentModelbeam/f81bd713-418c-4331-b01a-b394a1295f13
ex:cloud
supportsDeploymentModelbeam/f81bd713-418c-4331-b01a-b394a1295f13
ex:on-premises
uniformScorebeam/7de81f33-0873-49df-9750-e71210382767
0.9
versionbeam/82230382-8bc4-4da4-8f74-b604a44e2862
0.8.1

References (8)

8 references
  1. [1]beam-chunk16 facts
    customctx:claims/beam/7de81f33-0873-49df-9750-e71210382767
    • full textbeam-chunk
      text/plain1 KBdoc:beam/7de81f33-0873-49df-9750-e71210382767
      Show excerpt
      matrix.loc['Faiss 1.7.3', 'scalability'] = 0.85 matrix.loc['Annoy 1.18.0', 'scalability'] = 0.8 matrix.loc['Hnswlib 0.9.2', 'scalability'] = 0.85 matrix.loc['Qdrant 0.8.1', 'scalability'] = 0.9 matrix.loc['Weaviate 1.14.0', 'scalability'] =
  2. [2]beam-chunk10 facts
    customctx:claims/beam/f81bd713-418c-4331-b01a-b394a1295f13
    • full textbeam-chunk
      text/plain1 KBdoc:beam/f81bd713-418c-4331-b01a-b394a1295f13
      Show excerpt
      matrix.loc['Annoy 1.18.0', 'community_support'] = 0.8 matrix.loc['Hnswlib 0.9.2', 'community_support'] = 0.85 matrix.loc['Qdrant 0.8.1', 'community_support'] = 0.9 matrix.loc['Weaviate 1.14.0', 'community_support'] = 0.85 matrix.loc['Milvu
  3. customctx:claims/beam/83544ab2-e440-4ab9-9461-be803669c9e7
  4. [4]beam-chunk10 facts
    customctx:claims/beam/9423e542-ef27-4b6c-82c7-f95a6bf87bd7
    • full textbeam-chunk
      text/plain1 KBdoc:beam/9423e542-ef27-4b6c-82c7-f95a6bf87bd7
      Show excerpt
      matrix.loc['Qdrant 0.8.1', 'search_time'] = 190 matrix.loc['Weaviate 1.14.0', 'search_time'] = 210 # Add more sample data for other metrics matrix.loc['Milvus 2.3.0', 'index_size'] = 1000 matrix.loc['Faiss 1.7.3', 'index_size'] = 1200 matr
  5. [5]beam-chunk17 facts
    customctx:claims/beam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
    • full textbeam-chunk
      text/plain1 KBdoc:beam/645b72fe-4da0-4ebf-b7f1-db6f7953c2c4
      Show excerpt
      matrix.loc['Qdrant 0.8.1', 'precision_rate'] = 0.96 matrix.loc['Weaviate 1.14.0', 'precision_rate'] = 0.95 matrix.loc['Milvus 2.3.0', 'f1_score'] = 0.955 matrix.loc['Faiss 1.7.3', 'f1_score'] = 0.945 matrix.loc['Annoy 1.18.0', 'f1_score']
  6. [6]beam-chunk5 facts
    customctx:claims/beam/0da25b5e-237a-422f-96bc-668666933b81
    • full textbeam-chunk
      text/plain1 KBdoc:beam/0da25b5e-237a-422f-96bc-668666933b81
      Show excerpt
      matrix.loc['Qdrant 0.8.1', 'community_support'] = 0.9 matrix.loc['Weaviate 1.14.0', 'community_support'] = 0.85 matrix.loc['Milvus 2.3.0', 'cost'] = 100 matrix.loc['Faiss 1.7.3', 'cost'] = 120 matrix.loc['Annoy 1.18.0', 'cost'] = 150 matri
  7. [7]beam-chunk6 facts
    customctx:claims/beam/1ff666a3-024a-43b9-a61b-238256feb9fd
    • full textbeam-chunk
      text/plain1 KBdoc:beam/1ff666a3-024a-43b9-a61b-238256feb9fd
      Show excerpt
      matrix.loc['Weaviate 1.14.0', 'indexing_time'] = 360 matrix.loc['Milvus 2.3.0', 'memory_usage'] = 500 matrix.loc['Faiss 1.7.3', 'memory_usage'] = 550 matrix.loc['Annoy 1.18.0', 'memory_usage'] = 600 matrix.loc['Hnswlib 0.9.2', 'memory_usag
  8. [8]beam-chunk3 facts
    customctx:claims/beam/82230382-8bc4-4da4-8f74-b604a44e2862
    • full textbeam-chunk
      text/plain1 KBdoc:beam/82230382-8bc4-4da4-8f74-b604a44e2862
      Show excerpt
      16. **Security Features**: Availability of security features such as encryption, access control, etc. ### Improved Evaluation Script Here's an improved version of your evaluation script that includes more comprehensive metrics and a struct

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