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GILD Intelligence

Vector databases

3 of the 88 AI products we track, each with the day we last checked it.

Read as a list

3products

  1. pgvectorVector Database by The pgvector project−29 NegativeOpen-source vector similarity search for Postgres, free under the PostgreSQL License.Category: Vector DatabaseThe pgvector projectUpdated: Nov 3, 2026Practitioner sentiment: −29 Negative
  2. PineconeVector Database by Pinecone Systems−63 Strong negativeManaged vector database with hybrid search, hosted embedding and reranking.Category: Vector DatabasePinecone SystemsUpdated: Nov 1, 2026Practitioner sentiment: −63 Strong negative
  3. QdrantVector Database by Qdrant Solutions GmbH−40 NegativeOpen-source vector database with payload filtering, self-hosted under Apache 2.0 or bought as Qdrant Cloud.Category: Vector DatabaseQdrant Solutions GmbHUpdated: Nov 1, 2026Practitioner sentiment: −40 Negative

Where each product sits

Every product we track, placed by the stage of work it mainly serves. Building software with agents holds the most.

Agentic Software Development

1Plan

32Build

4Validate

0Ship

None yet

0Operate

None yet

AI Application Platform

11Model

6Build

3Data

5Evaluate

2Operate

AI Knowledge Work

8Assist

3Find

4Create

4Analyze

5Automate

Point at a mark to see which product it is.Tap a mark to see which product it is.
What each stage holds

Agentic Software Development

Plan
Work planning
Build
Codebase context, Coding, Agent runtime, Tool execution
Validate
Debugging, Testing, Code review, Application security
Ship
Source control, CI/CD
Operate
Observability

AI Application Platform

Model
Model APIs, Model gateway
Build
Orchestration, Tool use
Data
Retrieval
Evaluate
Evaluation
Operate
Observability, Cloud deployment, Guardrails

AI Knowledge Work

Assist
AI assistant
Find
Web research, Enterprise search
Create
Documents, Meeting notes
Analyze
Data analysis
Automate
Automation