Amazon Aurora vs. PostgresML Comparison


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About Amazon Aurora is a MySQL and PostgreSQL-compatible relational database built for the cloud, that combines the performance and availability of traditional enterprise databases with the simplicity and cost-effectiveness of open source databases. Amazon Aurora is up to five times faster than standard MySQL databases and three times faster than standard PostgreSQL databases. It provides the security, availability, and reliability of commercial databases at 1/10th the cost. Amazon Aurora is fully managed by Amazon Relational Database Service (RDS), which automates time-consuming administration tasks like hardware provisioning, database setup, patching, and backups. Amazon Aurora features a distributed, fault-tolerant, self-healing storage system that auto-scales up to 64TB per database instance. It delivers high performance and availability with up to 15 low-latency read replicas, point-in-time recovery, continuous backup to Amazon S3, and replication across three Availability Zones.	About PostgresML is a complete platform in a PostgreSQL extension. Build simpler, faster, and more scalable models right inside your database. Explore the SDK and test open source models in our hosted database. Combine and automate the entire workflow from embedding generation to indexing and querying for the simplest (and fastest) knowledge-based chatbot implementation. Leverage multiple types of natural language processing and machine learning models such as vector search and personalization with embeddings to improve search results. Leverage your data with time series forecasting to garner key business insights. Build statistical and predictive models with the full power of SQL and dozens of regression algorithms. Return results and detect fraud faster with ML at the database layer. PostgresML abstracts the data management overhead from the ML/AI lifecycle by enabling users to run ML/LLM models directly on a Postgres database.
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 Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience DevOps teams, developers, system administrators, etc. seeking a solution to manage their cloud operations	Audience Professional users and anyone in need of a tool for building scalable models right inside their database
Support Phone Support Not Supported 24/7 Live Support Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $0.02 Free Version Not Supported Free Trial Supported	Pricing $.60 per hour Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 4.0 / 5 ease 4.0 / 5 features 4.0 / 5 design 4.0 / 5 support 4.0 / 5 Read all reviews	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
Pros & Cons from Real Users Pros Much faster performance than standard relational databases. Global availability. Supports MySQL and PostgreSQL. Easy integration with EC2 instances. Scalability metrics to keep up with increased demand. Cons Debugging errors via server logs is cumbersome. Falls behind latest MySQL versions.
Training Documentation Supported Webinars Supported Live Online Supported In Person Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Amazon Founded: 1994 United States aws.amazon.com/rds/aurora/	Company Information PostgresML postgresml.org
Alternatives Google Cloud SQL Google	Alternatives EMS DB Extract EMS Software
Amazon DynamoDB Amazon	PostgreSQL Data Access Components Devart
Amazon RDS Amazon	EverSQL
IBM Db2 IBM	Navicat for PostgreSQL Navicat
CockroachDB Cockroach Labs View All	dbForge Data Compare for PostgreSQL Devart View All
Categories Database Supported Database as a Service (DBaaS) Supported Distributed Databases Supported OLAP Databases Supported RDBMS Supported Relational Database Supported SQL Databases Supported	Categories AI Development Supported AI Tools Supported
Show More Features Database Features Backup and Recovery Supported Creation / Development Supported Data Migration Supported Data Replication Supported Data Search Supported Data Security Supported Database Conversion Supported Mobile Access Supported Monitoring Supported NOSQL Not Supported Performance Analysis Supported Queries Supported Relational Interface Supported Virtualization Supported RDBMS Features Backup Supported Data Migration Supported Monitoring Supported Performance Analysis Supported Queries Supported Storage Optimization Supported Relational Database Features ACID Compliance Supported Data Failure Recovery Supported Multi-Platform Supported Referential Integrity Supported SQL DDL Support Supported SQL DML Support Supported System Catalog Supported Unicode Support Supported
Integrations PostgreSQL Supported AWS Secrets Manager Supported Adverity Supported Amazon Macie Supported Astera Dataprep Supported CorralData Supported CustomerDashboard Supported Hugging Face Not Supported Kleene Supported Llama Not Supported Llama 2 Not Supported Llama 3.3 Not Supported Mistral AI Not Supported Mixtral 8x22B Not Supported Navicat for PostgreSQL Supported Ruby Not Supported Rust Not Supported Scala Not Supported TROCCO Supported Veeam Backup for AWS Supported Show More Integrations View All 97 Integrations	Integrations PostgreSQL Supported AWS Secrets Manager Not Supported Adverity Not Supported Amazon Macie Not Supported Astera Dataprep Not Supported CorralData Not Supported CustomerDashboard Not Supported Hugging Face Supported Kleene Not Supported Llama Supported Llama 2 Supported Llama 3.3 Supported Mistral AI Supported Mixtral 8x22B Supported Navicat for PostgreSQL Not Supported Ruby Supported Rust Supported Scala Supported TROCCO Not Supported Veeam Backup for AWS Not Supported Show More Integrations View All 57 Integrations
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