High-performance vector similarity search engine and database for AI applications with filtering capabilities.
Best For
Teams & solo builders
Key Pros & Cons
Strengths
Bulk data export β your data stays portable
Webhook support β enables event-driven pipelines
Watch Out For
Low community score (2/100) β smaller support network
Market Momentum
27
+5
24h
-1
7d
+25
30d
14-day heat score history
Creator Buzz3
Search Interest57
Community Activity2
Abandonment & Maintenance Risk
Monitor Closely
Trend phaseDeclining
30-day score change+25 pts
Listed on HookFlow2mo old
Discontinued flagβ No
Risk Factors
Declining trend β worth monitoring
Data Lock-In Index
0
/ 100 (lower = more open)
Open-Data Compliant β
β Webhooks Outβ Bulk Exportβ Open Formats
vs. Category Peers (AI Frameworks)
Tool
A.R.C.
Heat
7d Ξ
Lock-In
Qdrant (this)
Open-source vector DB
β
27
-1
0
Replicateβ² Declining
C
67
-15
0
LlamaIndexβ² Rising
B
53
+27
0
Unslothβ² Rising
β
52
Snapshot Disclaimer: All scores, rankings, and metrics in this report reflect data as of June 20, 2026. Heat scores, community activity, and market momentum are recalculated daily β figures shown here represent a point-in-time snapshot and may differ from current values on HookFlow.ai.
HookFlow.ai Infrastructure Report β June 20, 2026hookflow.ai
Growth Momentum45
Score ForecastConfidence: low
11
7-day est.
11
14-day est.
Trend slope: 0.00 pts/day
What This Score Means
Qdrant is in a declining trend within AI Frameworks β consider whether the team is still actively investing before building on it.
+27
100
Candleβ² Rising
β
52
+20
33
LiteLLMβ² Rising
β
51
+25
100
Lock-In: 0 = fully open, 100 = maximum data lock-in. A.R.C. = Architecture Β· Reliability Β· Context score (AβF).