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Product

Qdrant

Qdrant in the public Vector Databases benchmark.
Latest evidence Sep 12, 20261 source

7

Boards it ranks on

#3

Best position, on Vector Database Platform Rank

42

Published observations

14

Metrics

Rankings

Every board Qdrant ranks on

As of Sep 12, 2026
BoardRankScoreMovementMethod
Vector Database Platform Rank337.5No changeHow it is measured (Vector Database Platform Rank)
Vector Databases Brand Visibility425Down 1How it is measured (Vector Databases Brand Visibility)
Vector Databases Citation Share68.5714Down 5How it is measured (Vector Databases Citation Share)
Vector Databases Engine Breadth33No changeHow it is measured (Vector Databases Engine Breadth)
Vector Databases Brands in OpenAI Model API Answers450Down 1How it is measured (Vector Databases Brands in OpenAI Model API Answers)
Vector Databases Brands in Anthropic Model API Answers312.5No changeHow it is measured (Vector Databases Brands in Anthropic Model API Answers)
Vector Databases Brands in Gemini Model API Answers250Up 1How it is measured (Vector Databases Brands in Gemini Model API Answers)

Evidence

Visibility, citations and market position

The latest reading of each of 14 metrics · public prompt benchmark · 100% confidence · Source: Rank.ai Vector Databases Prompt Benchmark
MetricValueKindPeriod or dateSource
Anthropic mention coverage3 readings8.3%measuredSep 12, 2026Open the record
Citation share3 readings8.6%derivedSep 12, 2026Open the record
Gemini citation share3 readings6.3%derivedSep 12, 2026Open the record
Gemini mention coverage3 readings33.3%measuredSep 12, 2026Open the record
Anthropic recommendation-prompt presence3 readings12.5%measuredSep 12, 2026Open the record
Anthropic citation share3 readings33.3%derivedSep 12, 2026Open the record
OpenAI recommendation-prompt presence3 readings50%measuredSep 12, 2026Open the record
Gemini recommendation-prompt presence3 readings50%measuredSep 12, 2026Open the record
Reviewed-brand presence share3 readings13%derivedSep 12, 2026Open the record
OpenAI mention coverage3 readings33.3%measuredSep 12, 2026Open the record
Recommendation-prompt presence3 readings37.5%measuredSep 12, 2026Open the record
Mention coverage3 readings25%measuredSep 12, 2026Open the record
OpenAI citation share3 readings6.3%derivedSep 12, 2026Open the record
Engine breadth3 readings3enginesmeasuredSep 12, 2026Open the record
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