

The global Embedding Database market size is predicted to grow from US$ 328 million in 2025 to US$ 538 million in 2031; it is expected to grow at a CAGR of 8.6% from 2025 to 2031.
An Embedding Database is a specialized data management system designed to store, retrieve, and query vectorized representations of data, commonly known as embeddings. These embeddings are mathematical representations of complex data types such as text, images, and audio, typically generated by machine learning models. Embedding databases enable similarity searches, clustering, and other analytics by using techniques like nearest neighbor search and vector operations.
United States market for Embedding Database is estimated to increase from US$ million in 2024 to US$ million by 2031, at a CAGR of % from 2025 through 2031.
China market for Embedding Database is estimated to increase from US$ million in 2024 to US$ million by 2031, at a CAGR of % from 2025 through 2031.
Europe market for Embedding Database is estimated to increase from US$ million in 2024 to US$ million by 2031, at a CAGR of % from 2025 through 2031.
Global key Embedding Database players cover Zilliz, Pinecone, Weaviate, Chroma, Redis, etc. In terms of revenue, the global two largest companies occupied for a share nearly % in 2024.
The “Embedding Database Industry Forecast” looks at past sales and reviews total world Embedding Database sales in 2024, providing a comprehensive analysis by region and market sector of projected Embedding Database sales for 2025 through 2031. With Embedding Database sales broken down by region, market sector and sub-sector, this report provides a detailed analysis in US$ millions of the world Embedding Database industry.
This Insight Report provides a comprehensive analysis of the global Embedding Database landscape and highlights key trends related to product segmentation, company formation, revenue, and market share, latest development, and M&A activity. This report also analyses the strategies of leading global companies with a focus on Embedding Database portfolios and capabilities, market entry strategies, market positions, and geographic footprints, to better understand these firms’ unique position in an accelerating global Embedding Database market.
This Insight Report evaluates the key market trends, drivers, and affecting factors shaping the global outlook for Embedding Database and breaks down the forecast by Type, by Application, geography, and market size to highlight emerging pockets of opportunity. With a transparent methodology based on hundreds of bottom-up qualitative and quantitative market inputs, this study forecast offers a highly nuanced view of the current state and future trajectory in the global Embedding Database.
This report presents a comprehensive overview, market shares, and growth opportunities of Embedding Database market by product type, application, key players and key regions and countries.
Segmentation by Type:
Embedded Database
Cloud Embedded Databas
Segmentation by Application:
Artificial Intelligence
Medical
Security
Finance
Others
This report also splits the market by region:
Americas
United States
Canada
Mexico
Brazil
APAC
China
Japan
Korea
Southeast Asia
India
Australia
Europe
Germany
France
UK
Italy
Russia
Middle East & Africa
Egypt
South Africa
Israel
Turkey
GCC Countries
The below companies that are profiled have been selected based on inputs gathered from primary experts and analyzing the company's coverage, product portfolio, its market penetration.
Zilliz
Pinecone
Weaviate
Chroma
Redis
Elastic
OpenSearch
Vespa
Qdrant
Vald
SPTAG (Microsoft)
Faiss (Facebook AI)
Annoy (Spotify)
NMSLIB
ScaNN (Google)
HNSWlib
Oracle
PostgreSQL
ClickHouse
Please Note - This is an on demand report and will be delivered in 2 business days (48 hours) post payment.
1 Scope of the Report
1.1 Market Introduction
1.2 Years Considered
1.3 Research Objectives
1.4 Market Research Methodology
1.5 Research Process and Data Source
1.6 Economic Indicators
1.7 Currency Considered
1.8 Market Estimation Caveats
2 Executive Summary
2.1 World Market Overview
2.1.1 Global Embedding Database Market Size (2020-2031)
2.1.2 Embedding Database Market Size CAGR by Region (2020 VS 2024 VS 2031)
2.1.3 World Current & Future Analysis for Embedding Database by Country/Region (2020, 2024 & 2031)
2.2 Embedding Database Segment by Type
2.2.1 Embedded Database
2.2.2 Cloud Embedded Databas
2.3 Embedding Database Market Size by Type
2.3.1 Embedding Database Market Size CAGR by Type (2020 VS 2024 VS 2031)
2.3.2 Global Embedding Database Market Size Market Share by Type (2020-2025)
2.4 Embedding Database Segment by Application
2.4.1 Artificial Intelligence
2.4.2 Medical
2.4.3 Security
2.4.4 Finance
2.4.5 Others
2.5 Embedding Database Market Size by Application
2.5.1 Embedding Database Market Size CAGR by Application (2020 VS 2024 VS 2031)
2.5.2 Global Embedding Database Market Size Market Share by Application (2020-2025)
3 Embedding Database Market Size by Player
3.1 Embedding Database Market Size Market Share by Player
3.1.1 Global Embedding Database Revenue by Player (2020-2025)
3.1.2 Global Embedding Database Revenue Market Share by Player (2020-2025)
3.2 Global Embedding Database Key Players Head office and Products Offered
3.3 Market Concentration Rate Analysis
3.3.1 Competition Landscape Analysis
3.3.2 Concentration Ratio (CR3, CR5 and CR10) & (2023-2025)
3.4 New Products and Potential Entrants
3.5 Mergers & Acquisitions, Expansion
4 Embedding Database by Region
4.1 Embedding Database Market Size by Region (2020-2025)
4.2 Global Embedding Database Annual Revenue by Country/Region (2020-2025)
4.3 Americas Embedding Database Market Size Growth (2020-2025)
4.4 APAC Embedding Database Market Size Growth (2020-2025)
4.5 Europe Embedding Database Market Size Growth (2020-2025)
4.6 Middle East & Africa Embedding Database Market Size Growth (2020-2025)
5 Americas
5.1 Americas Embedding Database Market Size by Country (2020-2025)
5.2 Americas Embedding Database Market Size by Type (2020-2025)
5.3 Americas Embedding Database Market Size by Application (2020-2025)
5.4 United States
5.5 Canada
5.6 Mexico
5.7 Brazil
6 APAC
6.1 APAC Embedding Database Market Size by Region (2020-2025)
6.2 APAC Embedding Database Market Size by Type (2020-2025)
6.3 APAC Embedding Database Market Size by Application (2020-2025)
6.4 China
6.5 Japan
6.6 South Korea
6.7 Southeast Asia
6.8 India
6.9 Australia
7 Europe
7.1 Europe Embedding Database Market Size by Country (2020-2025)
7.2 Europe Embedding Database Market Size by Type (2020-2025)
7.3 Europe Embedding Database Market Size by Application (2020-2025)
7.4 Germany
7.5 France
7.6 UK
7.7 Italy
7.8 Russia
8 Middle East & Africa
8.1 Middle East & Africa Embedding Database by Region (2020-2025)
8.2 Middle East & Africa Embedding Database Market Size by Type (2020-2025)
8.3 Middle East & Africa Embedding Database Market Size by Application (2020-2025)
8.4 Egypt
8.5 South Africa
8.6 Israel
8.7 Turkey
8.8 GCC Countries
9 Market Drivers, Challenges and Trends
9.1 Market Drivers & Growth Opportunities
9.2 Market Challenges & Risks
9.3 Industry Trends
10 Global Embedding Database Market Forecast
10.1 Global Embedding Database Forecast by Region (2026-2031)
10.1.1 Global Embedding Database Forecast by Region (2026-2031)
10.1.2 Americas Embedding Database Forecast
10.1.3 APAC Embedding Database Forecast
10.1.4 Europe Embedding Database Forecast
10.1.5 Middle East & Africa Embedding Database Forecast
10.2 Americas Embedding Database Forecast by Country (2026-2031)
10.2.1 United States Market Embedding Database Forecast
10.2.2 Canada Market Embedding Database Forecast
10.2.3 Mexico Market Embedding Database Forecast
10.2.4 Brazil Market Embedding Database Forecast
10.3 APAC Embedding Database Forecast by Region (2026-2031)
10.3.1 China Embedding Database Market Forecast
10.3.2 Japan Market Embedding Database Forecast
10.3.3 Korea Market Embedding Database Forecast
10.3.4 Southeast Asia Market Embedding Database Forecast
10.3.5 India Market Embedding Database Forecast
10.3.6 Australia Market Embedding Database Forecast
10.4 Europe Embedding Database Forecast by Country (2026-2031)
10.4.1 Germany Market Embedding Database Forecast
10.4.2 France Market Embedding Database Forecast
10.4.3 UK Market Embedding Database Forecast
10.4.4 Italy Market Embedding Database Forecast
10.4.5 Russia Market Embedding Database Forecast
10.5 Middle East & Africa Embedding Database Forecast by Region (2026-2031)
10.5.1 Egypt Market Embedding Database Forecast
10.5.2 South Africa Market Embedding Database Forecast
10.5.3 Israel Market Embedding Database Forecast
10.5.4 Turkey Market Embedding Database Forecast
10.6 Global Embedding Database Forecast by Type (2026-2031)
10.7 Global Embedding Database Forecast by Application (2026-2031)
10.7.1 GCC Countries Market Embedding Database Forecast
11 Key Players Analysis
11.1 Zilliz
11.1.1 Zilliz Company Information
11.1.2 Zilliz Embedding Database Product Offered
11.1.3 Zilliz Embedding Database Revenue, Gross Margin and Market Share (2020-2025)
11.1.4 Zilliz Main Business Overview
11.1.5 Zilliz Latest Developments
11.2 Pinecone
11.2.1 Pinecone Company Information
11.2.2 Pinecone Embedding Database Product Offered
11.2.3 Pinecone Embedding Database Revenue, Gross Margin and Market Share (2020-2025)
11.2.4 Pinecone Main Business Overview
11.2.5 Pinecone Latest Developments
11.3 Weaviate
11.3.1 Weaviate Company Information
11.3.2 Weaviate Embedding Database Product Offered
11.3.3 Weaviate Embedding Database Revenue, Gross Margin and Market Share (2020-2025)
11.3.4 Weaviate Main Business Overview
11.3.5 Weaviate Latest Developments
11.4 Chroma
11.4.1 Chroma Company Information
11.4.2 Chroma Embedding Database Product Offered
11.4.3 Chroma Embedding Database Revenue, Gross Margin and Market Share (2020-2025)
11.4.4 Chroma Main Business Overview
11.4.5 Chroma Latest Developments
11.5 Redis
11.5.1 Redis Company Information
11.5.2 Redis Embedding Database Product Offered
11.5.3 Redis Embedding Database Revenue, Gross Margin and Market Share (2020-2025)
11.5.4 Redis Main Business Overview
11.5.5 Redis Latest Developments
11.6 Elastic
11.6.1 Elastic Company Information
11.6.2 Elastic Embedding Database Product Offered
11.6.3 Elastic Embedding Database Revenue, Gross Margin and Market Share (2020-2025)
11.6.4 Elastic Main Business Overview
11.6.5 Elastic Latest Developments
11.7 OpenSearch
11.7.1 OpenSearch Company Information
11.7.2 OpenSearch Embedding Database Product Offered
11.7.3 OpenSearch Embedding Database Revenue, Gross Margin and Market Share (2020-2025)
11.7.4 OpenSearch Main Business Overview
11.7.5 OpenSearch Latest Developments
11.8 Vespa
11.8.1 Vespa Company Information
11.8.2 Vespa Embedding Database Product Offered
11.8.3 Vespa Embedding Database Revenue, Gross Margin and Market Share (2020-2025)
11.8.4 Vespa Main Business Overview
11.8.5 Vespa Latest Developments
11.9 Qdrant
11.9.1 Qdrant Company Information
11.9.2 Qdrant Embedding Database Product Offered
11.9.3 Qdrant Embedding Database Revenue, Gross Margin and Market Share (2020-2025)
11.9.4 Qdrant Main Business Overview
11.9.5 Qdrant Latest Developments
11.10 Vald
11.10.1 Vald Company Information
11.10.2 Vald Embedding Database Product Offered
11.10.3 Vald Embedding Database Revenue, Gross Margin and Market Share (2020-2025)
11.10.4 Vald Main Business Overview
11.10.5 Vald Latest Developments
11.11 SPTAG (Microsoft)
11.11.1 SPTAG (Microsoft) Company Information
11.11.2 SPTAG (Microsoft) Embedding Database Product Offered
11.11.3 SPTAG (Microsoft) Embedding Database Revenue, Gross Margin and Market Share (2020-2025)
11.11.4 SPTAG (Microsoft) Main Business Overview
11.11.5 SPTAG (Microsoft) Latest Developments
11.12 Faiss (Facebook AI)
11.12.1 Faiss (Facebook AI) Company Information
11.12.2 Faiss (Facebook AI) Embedding Database Product Offered
11.12.3 Faiss (Facebook AI) Embedding Database Revenue, Gross Margin and Market Share (2020-2025)
11.12.4 Faiss (Facebook AI) Main Business Overview
11.12.5 Faiss (Facebook AI) Latest Developments
11.13 Annoy (Spotify)
11.13.1 Annoy (Spotify) Company Information
11.13.2 Annoy (Spotify) Embedding Database Product Offered
11.13.3 Annoy (Spotify) Embedding Database Revenue, Gross Margin and Market Share (2020-2025)
11.13.4 Annoy (Spotify) Main Business Overview
11.13.5 Annoy (Spotify) Latest Developments
11.14 NMSLIB
11.14.1 NMSLIB Company Information
11.14.2 NMSLIB Embedding Database Product Offered
11.14.3 NMSLIB Embedding Database Revenue, Gross Margin and Market Share (2020-2025)
11.14.4 NMSLIB Main Business Overview
11.14.5 NMSLIB Latest Developments
11.15 ScaNN (Google)
11.15.1 ScaNN (Google) Company Information
11.15.2 ScaNN (Google) Embedding Database Product Offered
11.15.3 ScaNN (Google) Embedding Database Revenue, Gross Margin and Market Share (2020-2025)
11.15.4 ScaNN (Google) Main Business Overview
11.15.5 ScaNN (Google) Latest Developments
11.16 HNSWlib
11.16.1 HNSWlib Company Information
11.16.2 HNSWlib Embedding Database Product Offered
11.16.3 HNSWlib Embedding Database Revenue, Gross Margin and Market Share (2020-2025)
11.16.4 HNSWlib Main Business Overview
11.16.5 HNSWlib Latest Developments
11.17 Oracle
11.17.1 Oracle Company Information
11.17.2 Oracle Embedding Database Product Offered
11.17.3 Oracle Embedding Database Revenue, Gross Margin and Market Share (2020-2025)
11.17.4 Oracle Main Business Overview
11.17.5 Oracle Latest Developments
11.18 PostgreSQL
11.18.1 PostgreSQL Company Information
11.18.2 PostgreSQL Embedding Database Product Offered
11.18.3 PostgreSQL Embedding Database Revenue, Gross Margin and Market Share (2020-2025)
11.18.4 PostgreSQL Main Business Overview
11.18.5 PostgreSQL Latest Developments
11.19 ClickHouse
11.19.1 ClickHouse Company Information
11.19.2 ClickHouse Embedding Database Product Offered
11.19.3 ClickHouse Embedding Database Revenue, Gross Margin and Market Share (2020-2025)
11.19.4 ClickHouse Main Business Overview
11.19.5 ClickHouse Latest Developments
12 Research Findings and Conclusion
*If Applicable.