CategoryUpdated July 2026

Vector Databases software — full catalog

Browse every vector databases tool tracked on A2Key. Filter by price, rating and pricing model, or jump to our editorial Best Vector Databases ranking →

Products tracked
14
Avg rating
4.5/5
Verified reviews
1,680+
Active deals
3
Editor's Picks

Top-rated Vector Databases for 2026

Editor's Choice
Supabase logo
Supabase
4.8(1,500)

An open-source backend platform providing PostgreSQL, authentication, and real-time data synchronization.

fromContact
Best Value
MongoDB Atlas logo
MongoDB Atlas
4.5(1,700)

A fully managed cloud document database platform for building modern, scalable applications.

fromContact
Best for Teams
Neon logo
Neon
4.5(500)

A serverless PostgreSQL database built for automatic scaling and instant database branching.

fromContact
14 of 14 products
Supabase logo
Supabase
Vector Databases

An open-source backend platform providing PostgreSQL, authentication, and real-time data synchronization.

4.8(1,500)
From
Contact
MongoDB Atlas logo
MongoDB Atlas
Vector Databases

A fully managed cloud document database platform for building modern, scalable applications.

4.5(1,700)
From
Contact
Neon logo
Neon
Vector Databases

A serverless PostgreSQL database built for automatic scaling and instant database branching.

4.5(500)
From
Contact
PlanetScale logo
PlanetScale
Vector Databases

A serverless MySQL database platform built for horizontal scale and developer workflow efficiency.

4.5(500)
From
Contact
Anthropic logo
Anthropic
Vector Databases

Claude AI

0.0(0)
From
Contact
Cohere logo
Cohere
Vector Databases

Scalable large language models and NLP tools designed for secure enterprise-grade applications.

0.0(0)
From
Contact
Databricks Mosaic logo
Databricks Mosaic
Vector Databases

AI platform

0.0(0)
From
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Google DeepMind logo
Google DeepMind
Vector Databases

AI research

0.0(0)
From
Contact
Hugging Face logo
Hugging Face
Vector Databases

A collaborative open-source platform for hosting, training, and deploying machine learning models.

0.0(0)
From
Contact
Mistral AI logo
Mistral AI
Vector Databases

Open weight models

0.0(0)
From
Contact
mysql logo
mysql
Vector Databases

A pure node.js JavaScript Client implementing the MySQL protocol.

0.0(0)
From
Contact
OpenAI logo
OpenAI
Vector Databases

An integrated platform for deploying advanced generative AI models and developer tools.

0.0(0)
From
Contact
PostgreSQL logo
PostgreSQL
Vector Databases

Open source DB

0.0(0)
From
Contact
redis logo
redis
Vector Databases

For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.

0.0(0)
From
Contact
At a glance

Top Vector Databases compared side-by-side

Ratings, pricing and reviews for the 5 highest-rated products in this category.

ProductRatingReviewsStarting priceAction
Supabase logo
Supabase
An open-source backend platform providing PostgreSQL, authentication, and real-time data synchronization.
4.8
1,500ContactDetails
MongoDB Atlas logo
MongoDB Atlas
A fully managed cloud document database platform for building modern, scalable applications.
4.5
1,700ContactDetails
Neon logo
Neon
A serverless PostgreSQL database built for automatic scaling and instant database branching.
4.5
500ContactDetails
PlanetScale logo
PlanetScale
A serverless MySQL database platform built for horizontal scale and developer workflow efficiency.
4.5
500ContactDetails
Anthropic logo
Anthropic
Claude AI
0.0
0ContactDetails
Buyer's guide

How to choose the right Vector Databases

A quick, opinionated framework for narrowing dozens of vector databases options down to the one that fits your team, budget and roadmap.

1. Define your must-have features

Before comparing vector databases products, list the two or three workflows you can't compromise on — integrations with your stack, team-size limits, security or compliance requirements. Every top pick below meets baseline needs, but only a couple will nail your specific use case.

2. Weigh sticker price vs. total cost

Advertised starting prices rarely tell the full story. Factor in per-seat scaling, add-ons, integration fees, and support tiers. Our price comparison surfaces the real out-the-door cost across merchants, plus historical trends so you can time the purchase.

3. Validate with real reviews

Filter reviews by company size and industry that match yours — a five-star vector databases product for a solo creator may be the wrong fit for a 500-person org. We tag verified purchases and highlight recurring pros and cons across hundreds of reviews.

4. Shortlist alternatives before you buy

Every vector databases product on A2Key ships with a curated alternatives list. Comparing two or three finalists side-by-side surfaces trade-offs — feature parity, pricing, support, roadmap velocity — that a single-product review can miss.

Frequently asked questions

Everything shoppers ask before buying Vector Databases.

What is Vector Databases?

Vector Databases tools.. A2Key tracks 14+ vector databases products with verified buyer reviews, live price comparison across trusted merchants, and hand-picked deals updated every hour.

How to choose the right vector databases

  • Compare verified prices from 5+ trusted sellers before you buy.
  • Read real user reviews filtered for verified purchases and active accounts.
  • Check alternatives — we curate the closest competitors for every product.
  • Watch the price history chart to time your purchase around discounts.

Why buy vector databases through A2Key

Every merchant in our directory is vetted for fraud risk, refund policy and SLA. Activate price alerts to be notified the moment Vector Databases drops to your target price, or browse today's hand-picked deals for instant savings.