Database Performance Matrix

as donto believed on

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

Database Performance Matrix has 35 facts recorded in Dontopedia across 6 references, with 6 live disagreements.

35 facts·11 predicates·6 sources·6 in dispute

Mostly:contains entry(7), rdf:type(6), contains library(6)

Inbound mentions (1)

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.

`implements`Implements(1)

Responsibility Matrix Classex:responsibility-matrix-class

Other facts (33)

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.

33 facts

Predicate	Value	Ref
Contains Entry	Weaviate 1.14.0 Community Support	[1]
Contains Entry	Milvus 2.3.0 Cost	[1]
Contains Entry	Faiss 1.7.3 Cost	[1]
Contains Entry	Annoy 1.18.0 Cost	[1]
Contains Entry	Hnswlib 0.9.2 Cost	[1]
Contains Entry	Qdrant 0.8.1 Cost	[1]
Contains Entry	Weaviate 1.14.0 Cost	[1]
Rdf:type	Comparison Matrix	[1]
Rdf:type	Python Dictionary	[1]
Rdf:type	Tabular Dataset	[3]
Rdf:type	Comparison Matrix	[4]
Rdf:type	Dictionary Map	[5]
Rdf:type	Dictionary	[6]
Contains Library	Milvus 2.3.0	[4]
Contains Library	Faiss 1.7.3	[4]
Contains Library	Annoy 1.18.0	[4]
Contains Library	Hnswlib 0.9.2	[4]
Contains Library	Qdrant 0.8.1	[4]
Contains Library	Weaviate 1.14.0	[4]
Has Metric	Throughput	[4]
Has Metric	Uptime	[4]
Has Metric	Ease of Integration	[4]
Has Metric	Community Support	[4]
Has Metric	Concurrency Support	[4]
Has Row	Weaviate 1 14 0	[3]
Has Row	Milvus 2 3 0	[3]
Has Row	Faiss 1 7 3	[3]
Has Key Type	tuple	[1]
Has Value Type	numeric	[1]
Stores	system-comparison-data	[2]
Enables	Bidirectional Lookup	[5]
Initialized by	Init	[6]
Maps	Task to Positions	[6]

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.

35 undated

—

typebeam/662fcc2b-6050-4e8f-abcc-d90facfb6997

ex:ComparisonMatrix

—

containsEntrybeam/662fcc2b-6050-4e8f-abcc-d90facfb6997

ex:weaviate-1.14.0-community-support

—

containsEntrybeam/662fcc2b-6050-4e8f-abcc-d90facfb6997

ex:milvus-2.3.0-cost

—

containsEntrybeam/662fcc2b-6050-4e8f-abcc-d90facfb6997

ex:faiss-1.7.3-cost

—

containsEntrybeam/662fcc2b-6050-4e8f-abcc-d90facfb6997

ex:annoy-1.18.0-cost

—

containsEntrybeam/662fcc2b-6050-4e8f-abcc-d90facfb6997

ex:hnswlib-0.9.2-cost

—

containsEntrybeam/662fcc2b-6050-4e8f-abcc-d90facfb6997

ex:qdrant-0.8.1-cost

—

containsEntrybeam/662fcc2b-6050-4e8f-abcc-d90facfb6997

ex:weaviate-1.14.0-cost

—

typebeam/662fcc2b-6050-4e8f-abcc-d90facfb6997

ex:PythonDictionary

—

hasKeyTypebeam/662fcc2b-6050-4e8f-abcc-d90facfb6997

tuple

—

hasValueTypebeam/662fcc2b-6050-4e8f-abcc-d90facfb6997

numeric

—

storesbeam/63063c97-1ded-45a2-9117-c21c3bcc4f66

system-comparison-data

—

typebeam/1ff666a3-024a-43b9-a61b-238256feb9fd

ex:TabularDataset

—

labelbeam/1ff666a3-024a-43b9-a61b-238256feb9fd

Database Performance Matrix

—

hasRowbeam/1ff666a3-024a-43b9-a61b-238256feb9fd

ex:weaviate-1-14-0

—

hasRowbeam/1ff666a3-024a-43b9-a61b-238256feb9fd

ex:milvus-2-3-0

—

hasRowbeam/1ff666a3-024a-43b9-a61b-238256feb9fd

ex:faiss-1-7-3

—

typebeam/144b6238-dbb6-458e-99d6-f284a5160b1f

ex:ComparisonMatrix

—

labelbeam/144b6238-dbb6-458e-99d6-f284a5160b1f

Vector Search Library Comparison Matrix

—

containsLibrarybeam/144b6238-dbb6-458e-99d6-f284a5160b1f

ex:Milvus-2.3.0

—

containsLibrarybeam/144b6238-dbb6-458e-99d6-f284a5160b1f

ex:Faiss-1.7.3

—

containsLibrarybeam/144b6238-dbb6-458e-99d6-f284a5160b1f

ex:Annoy-1.18.0

—

containsLibrarybeam/144b6238-dbb6-458e-99d6-f284a5160b1f

ex:Hnswlib-0.9.2

—

containsLibrarybeam/144b6238-dbb6-458e-99d6-f284a5160b1f

ex:Qdrant-0.8.1

—

containsLibrarybeam/144b6238-dbb6-458e-99d6-f284a5160b1f

ex:Weaviate-1.14.0

—

hasMetricbeam/144b6238-dbb6-458e-99d6-f284a5160b1f

ex:throughput

—

hasMetricbeam/144b6238-dbb6-458e-99d6-f284a5160b1f

ex:uptime

—

hasMetricbeam/144b6238-dbb6-458e-99d6-f284a5160b1f

ex:ease_of_integration

—

hasMetricbeam/144b6238-dbb6-458e-99d6-f284a5160b1f

ex:community_support

—

hasMetricbeam/144b6238-dbb6-458e-99d6-f284a5160b1f

ex:concurrency_support

—

typebeam/e0308b87-37a1-420d-9617-279a108356ed

ex:dictionary-map

—

enablesbeam/e0308b87-37a1-420d-9617-279a108356ed

ex:bidirectional-lookup

—

typebeam/914b36a6-6fee-485c-ba0f-8e5781ab46f0

ex:Dictionary

—

initializedBybeam/914b36a6-6fee-485c-ba0f-8e5781ab46f0

ex:__init__

—

mapsbeam/914b36a6-6fee-485c-ba0f-8e5781ab46f0

ex:task-to-positions

References (6)

6 references

[1]662fcc2b 6050 4e8f Abcc D90facfb699711 facts
ctx:claims/beam/662fcc2b-6050-4e8f-abcc-d90facfb6997
[2]63063c97 1ded 45a2 9117 C21c3bcc4f661 fact
ctx:claims/beam/63063c97-1ded-45a2-9117-c21c3bcc4f66
- full textbeam-chunk
  text/plain1 KBdoc:beam/63063c97-1ded-45a2-9117-c21c3bcc4f66
  Show excerpt
  matrix.loc['Dense Passage Retriever', 'community_support'] = 0.85 matrix.loc['Sparse Retrieval', 'community_support'] = 0.95 matrix.loc['Faiss', 'community_support'] = 0.8 matrix.loc['Hnswlib', 'community_support'] = 0.88 matrix.loc['Qdrant…
[3]1ff666a3 024a 43b9 A61b 238256feb9fd5 facts
ctx: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…
[4]144b6238 Dbb6 458e 99d6 F284a5160b1f13 facts
ctx:claims/beam/144b6238-dbb6-458e-99d6-f284a5160b1f
- full textbeam-chunk
  text/plain1 KBdoc:beam/144b6238-dbb6-458e-99d6-f284a5160b1f
  Show excerpt
  matrix.loc['Hnswlib 0.9.2', 'concurrency_support'] = 0.85 matrix.loc['Qdrant 0.8.1', 'concurrency_support'] = 0.9 matrix.loc['Weaviate 1.14.0', 'concurrency_support'] = 0.85 matrix.loc['Milvus 2.3.0', 'throughput'] = 1000 matrix.loc['Faiss…
[5]E0308b87 37a1 420d 9617 279a108356ed2 facts
ctx:claims/beam/e0308b87-37a1-420d-9617-279a108356ed
- full textbeam-chunk
  text/plain1 KBdoc:beam/e0308b87-37a1-420d-9617-279a108356ed
  Show excerpt
  [July-24-2024 | Turn 3072] User: I'm working on defining team roles and responsibilities for our RAG system project, and I want to make sure we have a clear understanding of who's handling what tasks. Can you help me create a responsibility…
[6]914b36a6 6fee 485c Ba0f 8e5781ab46f03 facts
ctx:claims/beam/914b36a6-6fee-485c-ba0f-8e5781ab46f0
- full textbeam-chunk
  text/plain1 KBdoc:beam/914b36a6-6fee-485c-ba0f-8e5781ab46f0
  Show excerpt
  These tasks are foundational and require careful planning and execution. Let's make sure they are clear and well-defined. [Turn 3075] Assistant: Absolutely, let's ensure that these critical tasks are clearly defined and assigned appropriat…

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