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About

Amazon S3 Vectors is the first cloud object store with native support for storing and querying vector embeddings at scale, delivering purpose-built, cost-optimized vector storage for semantic search, AI agents, retrieval-augmented generation, and similarity-search applications. It introduces a new “vector bucket” type in S3, where users can organize vectors into “vector indexes,” store high-dimensional embeddings (representing text, images, audio, or other unstructured data), and run similarity queries via dedicated APIs, all without provisioning infrastructure. Each vector may carry metadata (e.g., tags, timestamps, categories), enabling filtered queries by attributes. S3 Vectors offers massive scale; now generally available, it supports up to 2 billion vectors per index and up to 10,000 vector indexes per bucket, with elastic, durable storage and server-side encryption (SSE-S3 or optionally KMS).

About

STRG is a cloud object storage service with an S3-compatible API for applications, backups, media, datasets, and AI workloads. Developers can connect using existing S3-compatible SDKs and tools through regional endpoints in the United States and Europe, while teams manage buckets and objects through the service. Egress and supported S3 API requests are included in the storage pricing. The STRG MCP Server lets compatible AI agents work with storage through permission-controlled access. For users, the built-in STRG Assistant helps plan integrations, create buckets, configure access keys, and manage storage through chat. Paid storage is billed monthly per terabyte.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Developers and data-scientists wanting a tool offering vector storage without managing database infrastructure

Audience

Cloud Storage

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Supported
24/7 Live Support Supported
Online Supported

API

Offers API Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

$6.80/TB/month
Storage starts at $6.80 per TB per month. Egress and supported S3 API requests are included; there are no retrieval fees, minimum storage duration, or minimum storage commitment on the self-service plan.
Free Version Supported
Free Trial Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Supported
Live Online Supported
In Person Not Supported

Training

Documentation Supported
Webinars Supported
Live Online Supported
In Person Not Supported

Company Information

Amazon
Founded: 1994
United States
aws.amazon.com/s3/features/vectors/

Company Information

STRG
Founded: 2025
Austria
strg.com

Alternatives

Alternatives

Cloudflare R2

Cloudflare R2

Cloudflare
Google Cloud Storage

Google Cloud Storage

Google
5.0 out of 5 stars
Milvus

Milvus

Zilliz
IONOS Cloud Object Storage

IONOS Cloud Object Storage

IONOS
4.6 out of 5 stars

Categories

Object Storage Supported
Vector Databases Supported

Categories

Cloud Storage Supported
Object Storage Supported

Cloud Storage Features

Access Control Supported
Archiving & Retention Supported
Backup Supported
Data Migration Supported
Data Synchronization Supported
Encryption Supported
File Sharing Supported
Version Control Supported

Integrations

Amazon Bedrock Supported
Amazon OpenSearch Service Supported
Amazon S3 Supported
Amazon SageMaker Unified Studio Supported
Amazon Web Services (AWS) Supported
Mimasa AI Supported
Model Context Protocol (MCP) Not Supported

Integrations

Amazon Bedrock Not Supported
Amazon OpenSearch Service Not Supported
Amazon S3 Not Supported
Amazon SageMaker Unified Studio Not Supported
Amazon Web Services (AWS) Not Supported
Mimasa AI Not Supported
Model Context Protocol (MCP) Supported
Claim Amazon S3 Vectors and update features and information
Claim Amazon S3 Vectors and update features and information
Claim STRG and update features and information
Claim STRG and update features and information