The directory
Database Data Management software
54 products matching your filters. Each one described on the same fields, so two tools can be read against each other rather than against their own marketing.
Showing 1–24 of 54

Amazon Aurora
Database Data Management
MySQL and PostgreSQL-compatible relational database built for the cloud
- Web
FreeResearched
Amazon RDS
Database Data Management
Set up, operate, and scale a relational database in the cloud
- Web
Pricing not publishedResearched
Amazon Redshift
Database Data Management
Fast, scalable cloud data warehouse from AWS
- Web
FreeResearched
Apache Druid
Database Data Management
Real-time analytics database for sub-second OLAP queries
- Self-hosted
- API
FreeResearched
Apache Pinot
Database Data Management
Real-time distributed OLAP datastore for analytics
- Linux
- Self-hosted
FreeResearched
ArangoDB
Database Data Management
Multi-model database for graph, document, and search
- Linux
- Windows
- macOS
- Self-hosted
- +1
Free plan availableResearchedAzure SQL
Database Data Management
Intelligent, scalable cloud database service from Microsoft
- Web
FreeResearched
BigQuery
Database Data Management
Serverless, highly scalable enterprise data warehouse
- Web
- API
FreeResearched
Cassandra
Database Data Management
Manage massive amounts of data with linear scalability
- Linux
- macOS
- Windows
- Self-hosted
FreeResearched- C
Chroma
Database Data Management
Open-source search infrastructure for AI
Pricing not publishedResearched 
ClickHouse
Database Data Management
Fast open-source column-oriented database for real-time analytics
- Linux
- macOS
- Windows
FreeResearched
Cockroach Labs
Database Data Management
The cloud-native distributed SQL database
Free plan availableResearched- C
Convex
Database Data Management
The reactive backend platform that keeps up with you and your agents
Pricing not publishedResearched CosmosDB
Database Data Management
Globally distributed, multi-model database service from Azure
- Web
FreeResearched
Couchbase
Database Data Management
The modern database for enterprise applications
- Linux
- Windows
- macOS
- Self-hosted
- +1
Free plan availableResearched
CouchDB
Database Data Management
Seamless multi-master sync with Apache CouchDB
- Self-hosted
- Windows
- macOS
- Linux
FreeResearched
DataStax
Database Data Management
The real-time data company for AI applications
- Web
Free plan availableResearched
dbt
Database Data Management
SQL transformation framework enabling analytics engineers to version, test and deploy models
- Web
- Self-hosted
Free plan, then $100/user/moResearched
Dgraph
Database Data Management
The only native GraphQL database with graph backend
- Linux
- macOS
- Self-hosted
- Web
Free plan availableResearched
DynamoDB
Database Data Management
Fast, flexible NoSQL database service for any scale
Pricing not publishedResearched
Elasticsearch
Database Data Management
The heart of the Elastic Stack for search and analytics
- Linux
- Windows
- macOS
- Self-hosted
Free plan, then $16.4/moResearched
Head to head
Database Data Management tools, compared
Pairings from this slice of the directory, each one checked by two reviewers who agreed a buyer would weigh the two against each other.
- Amazon Aurora vs Cockroach Labs
- Amazon Aurora vs PlanetScale
- Amazon RDS vs Azure SQL
- Amazon RDS vs Google Cloud SQL
- Amazon Aurora vs Amazon RDS
- Amazon Redshift vs BigQuery
- Amazon Redshift vs Firebolt
- Azure SQL vs Google Cloud SQL
- Amazon Aurora vs Azure SQL
- Azure SQL vs Cockroach Labs
- BigQuery vs Firebolt
- Cassandra vs DynamoDB
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Every category, and the cuts people ask for
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How this works
What you are looking at
Where does this data come from?
Pricing, platforms and feature lists are taken from each vendor's own pages. Limitations, answered questions and alternatives are researched separately and carry a source URL on the page that states them. Every product is described on the same fields, so two tools can be read against each other rather than against their own marketing.
Why are there no star ratings?
Because we did not collect any. Softwr hosts no reviews, and a rating aggregated from somewhere else is not ours to publish as though it were an assessment we made. What is shown instead is what a tool costs, where it runs, and what it is concretely bad at.
How are alternatives chosen?
A researcher proposes them, then two independent reviewers judge one question each: would a buyer evaluating this product seriously consider that one instead. 225 of 1,841 candidates failed and were deleted, including a font inspector matched to a dark mode extension. Only pairings that survived both rounds are published.
Do vendors pay to appear here?
Not to be listed, and not to rank. Every position and filter result on this page is unpaid. A vendor can buy the sponsored panel above the results, which is labelled as such and sits outside the list rather than at the top of it: remove it and this page shows the same products in the same order. Where a link earns a commission that is disclosed on the page carrying it.
How current is it?
Prices and plan limits move without notice, so treat anything with a number on it as a starting point and check the vendor before you buy. Where a claim could go stale it carries the source it came from, which is the fastest way to tell.
Other ways to narrow it down
- Browse by categoryEvery category, and what sits in each one.
- Head to headTwo tools on the same fields, with a straight answer.
- Best ofA shortlist per category, and why each one made it.
- AlternativesWhat people move to, and what they give up doing it.
- Pricing, in fullWhat each tier actually costs, tier by tier.
Something missing here?
Anyone can submit a tool. A person reads every submission, checks the pricing against the vendor’s own page, and nothing is published until it passes.


