Training Example: Estuary – Review the Data, Give Your Score & Compare to the Real AI Evaluation

Read the announcementEstuary Flow is now Estuary. Same platform, bigger vision.
[H1] The Right Data.At the Right Time.
Streaming, log-based CDC, and batch in one platform. Your AI and business get data when they need it, not when your stack decides.Start Building For FreeBook a DemoNo credit card required30-day free trial
[IMG: estuary logo]
5500+Users<100msLatency3 petabytes / monthData moved99.9%Uptime
[H2] Move and transform data across 200+ systems with Estuary
Build low-latency ETL and ELT pipelines using connectors for any database or data warehouse, leveraging Change Data Capture (CDC) to power your analytics, operations, and AI.
[H3] Connect to Data Source
[H3] Put Your Data to Work
CDC & Real-time StreamsFiles & DatabasesApps & Cloud ServicesAnalyticsOperationsAI
[H3] Combine & Transform
[H2] Success stories
[IMG: Glossier logo]
Glossier Runs Real-Time Supply Chain and Marketing Analytics with Estuary.Read
[IMG: Xometry logo]
Xometry Saves 60% on Data Integration with a Secure Estuary Private Deployment.Read
[IMG: Prodege logo]
How Prodege Reduced Costs by 60% with Estuary and Apache Iceberg.Read
[IMG: Fornax logo]
Real-time financial reporting for NetSuite for leading nutraceutical company.Read
[IMG: Soli & Company logo]
Soli & Company trusts Estuary’s approachable pricing and quick setup to deliver change data capture solutions.Read
[IMG: LOVESPACE logo]
LOVESPACE Accelerates Real-Time Operations and AI with Estuary.Read
[IMG: SocialHP logo]
SocialHP Scales Real-time Analytics to the Next Level with Estuary and ElasticSearch.Read
[IMG: Envoy logo]
Right-Time Visibility for a High-Velocity Business: Envoy’s Estuary Story.Read
[IMG: Cosuno logo]
Cosuno Scales Product Analytics and AI with Estuary.Read
[IMG: Hayden AI logo]
From Postgres to Analytics: How Hayden AI Powers Data Movement with Estuary.Read
[IMG: Surface Ventures logo]
Surface Ventures Makes Financial Analytics Real-time with Estuary and Motherduck.Read
[IMG: Flash Pack logo]
Flash Pack Implements their Data Pipeline in Days, not Months, with Estuary.Read
[IMG: David Energy logo]
David Energy Prioritizes Reliability with Estuary.Read
[IMG: Shippit logo]
Shippit Replaces Fivetran with Estuary to Modernize Their Data Infrastructure and Save 45%.Read
[IMG: Recart logo]
Recart Powers Real-Time Segmentation and Analytics with Estuary and SingleStore.Read
[IMG: Curri logo]
How Curri Cut Data Sync Costs by 50% and Achieved Real-Time Analytics with Estuary.Read
[IMG: Headset logo]
Headset replaced Airbyte with Estuary, cutting Snowflake ingestion costs by 40%.Read
[IMG: Launchmetrics logo]
Launchmetrics Scales Real-time Analytics to the Next Level with Estuary and Databricks.Read
[IMG: Livble logo]
Livble Achieved Real-Time Operational Excellence and 50% Lower Costs with Estuary.Read
[IMG: Connect&GO logo]
Connect&GO lowers MySQL to Snowflake latency up to 180x, improves productivity 4x with Estuary.Read
[IMG: Resend logo]
Resend Uses Estuary for Internal Product Analytics and Fraud Detection.Read
[IMG: Coltene logo]
From SAP on SQL Server to Snowflake: How Coltene Built Reliable Replication with Estuary.Read
[H2] Deployment modes for every environment
Our standard option, fully managed for quick, hassle-free setup
[H4] Key Features:
Managed by EstuaryEasy setup and zero configurationEU or US data processing regionsSee DetailsEnhanced security by hosting Estuary within a private network
[H4] Key Features:
Private network data controlMaximum securityCompliance-readySee DetailsDeploy Estuary on your cloud infrastructure for complete control
[H4] Key Features:
Full infrastructure control and customizationPotential cost savings for cloud resourcesTotal flexibilitySee DetailsEstuary Cloud provider & RegionControl PlaneUS Data PlaneEU Data PlaneCustomer CloudCustomer VPCDatabaseEstuary StorageInternet
[H2] Enterprise-grade security & reliability
Your data stays in your environment, Estuary simply moves it securely between systems. With enterprise-grade compliance and private deployment options, you can meet the strictest governance requirements without sacrificing performance.We never store your data - we just help move itHIPAA, GDPR, CCPA, and CPRA compliantSOC 2 Type II certifiedDownload Security Whitepaper
[IMG: Secure Your Data with Estuary: Compliance and Certification]
[H2] The most dependable CDC
Estuary delivers Change Data Capture (CDC) with enterprise-grade reliability and flexible latency from sub-100 ms real-time delivery to scheduled batch updates. It's the only CDC with:Sub-100ms end-to-end latencyReliable delivery via exactly-once guaranteesFlexible pipelines that run at your speed of choiceFully automated schema evolutionAbility to maintain a current view or all change history in the destinationTruly elastic scaling pipelines for maximum throughputView Connectors
[IMG: Estuary streaming real time data across databases, cloud warehouses, and SaaS platforms.]
[H2] Data pipelines you can depend on
Power your analytics, operations, and AI with right-time data.
[H2] Automate DataOps
Automated Schema Inference and EvolutionFully-featured CLIDetailed logging and monitoringRegister Now for Free
[IMG: Schema evolution options]
[H2] Secure data movement between any source and destination
[IMG: AI data-cloud products partner]
[IMG: AI data-cloud products partner]
Easily connect, synchronize and activate your data whether it's for AI, operations, data warehouses, or beyond.
[IMG: Mongo DB logo]
Mongo DB
[IMG: PostgreSQL logo]
PostgreSQL
[IMG: Oracle logo]
Oracle
[IMG: Snowflake logo]
Snowflake
[IMG: Databricks logo]
Databricks
[IMG: Apache Iceberg logo]
Apache Iceberg
[IMG: Google BigQuery logo]
Google BigQuery
[IMG: Elastic logo]
Elastic
[IMG: Amazon Redshift logo]
Amazon Redshift
[IMG: Google Sheets logo]
Google Sheets
[IMG: Salesforce logo]
Salesforce
[IMG: Netsuite logo]
Netsuite
[IMG: Apache Kafka logo]
Apache Kafka
[IMG: MS SQL Server logo]
MS SQL Server
[IMG: Google Ads logo]
Google Ads
[IMG: Facebook Ads logo]
Facebook Ads
[IMG: Hubspot logo]
Hubspot
[IMG: Shopify logo]
Shopify
[IMG: Microsoft Fabric logo]
Microsoft Fabric
[IMG: HTTP Webhook logo]
HTTP Webhook
[IMG: MotherDuck logo]
MotherDuck
[IMG: Tinybird logo]
TinybirdView all connectors
[H2] Predictable, lower TCO
40-60% savings vs. MAR models. Flat-fee option available for enterprises who want maximum predictability. Tool consolidation compounds savings.See Pricing Details
[IMG: Estuary logo]
[H3] Your price at Estuary
$1,000 / month800 GB of data moved2 connector instances
[H4] Data moved
Choose how much data you want to move from to each month.GB​2GB250GB500GB1TB2TB800GB
[H3] Choose number of sources and destinations.
​Try it For Free
[H2] How Estuary makes a difference
4.8/5Hear how Estuary is making a difference for businesses like yours.
[IMG: Together AI avatar]
[H3] YuTong (Julia) Zhang
Senior Software Engineer, Together AI
[IMG: Together AI avatar]
For AI systems like ours, freshness of data is everything. Estuary gives us sub-second latency without the complexity of maintaining streaming infrastructure ourselves. That reliability means our teams can focus on advancing AI models instead of pipelines.
[IMG: Glossier avatar]
[H3] Brandon Besash
Director, Business Intelligence, Glossier
[IMG: Glossier avatar]
Estuary enabled us to finally implement our ERP’s new data endpoint with all our inventory transactions, purchasing, and shipping data. We can now unlock data blocked by cost before, and sync times are much faster and are always being improved by the Estuary team.Read the Success Story
[IMG: Xometry avatar]
[H3] Andrew Woelfel
Senior Manager, Data Engineering and Analytics, Xometry
[IMG: Xometry avatar]
“Estuary has been a pleasure to work with and has significantly modernized our data infrastructure, delivering real-time and scalable processes that will significantly impact company-wide operations. Every data-driven organization should be looking at Estuary today.”Read the Success Story
[IMG: Cosuno avatar]
[H3] Maximilian Seifert
CTO, Cosuno
[IMG: Cosuno avatar]
Estuary just works. We’ve never had an incident, and it cut our data movement costs in half.Read the Success Story
[IMG: Shippit avatar]
[H3] Keat Min Woo
We didn’t want to be locked into a system where faster syncs meant higher bills. Estuary gives us real-time pipelines without pricing games or the burden of running Kafka ourselves.Read the Success Story
[IMG: Livble avatar]
[H3] Uri Vinetz
Director of Data, Livble
[IMG: Livble avatar]
We needed something self-serve, fast, and reliable, and Estuary delivered exactly that. It’s a huge unlock for our operations, reporting, and machine learning.Read the Success Story
[IMG: Resend avatar]
[H3] Jonni Lundy
COO, Resend
[IMG: Resend avatar]
Estuary transformed how we operationalize our data for fraud, security, support, and beyond. Instead of unreliable, expensive backfills, we have real-time visibility into platform activity. The proactive support and hands-on approach make all the difference.Read the Success Story
[IMG: Recart avatar]
[H3] Istvan Kovacs
CTO, Recart
[IMG: Recart avatar]
Estuary became our real-time data backbone without the cost or complexity of traditional solutions. We replaced a fragile, high-maintenance pipeline with a managed system that just works and scales.Read the Success Story
[IMG: Headset avatar]
[H3] Scott Vickers
CTO, Headset
[IMG: Headset avatar]
Estuary has been a game-changer for Headset’s data infrastructure. Compared to our previous solutions, it has dramatically improved reliability while reducing our overall costs significantly.Read the Success Story
[IMG: Revunit avatar]
[H3] Revunit
Estuary is our preferred CDC solution for importing data from application databases into BigQuery for analytics. It offers a transparent pricing structure, timely support responses, and an intuitive CLI tool for bulk configuration tasks. In contrast, other market solutions often have ambiguous pricing and fewer options for precise data replication across environments. This makes choosing to use Estuary an obvious decision.
[IMG: PDI. avatar]
[H3] PDI.
Estuary makes tough data transformation problems a piece of cake with its intuitive user interface and incredible breadth of features.
[IMG: OneCommerce avatar]
[H3] OneCommerce
Estuary is the only SaaS tool that we found which can do a simple loop and calculate COGS from an array of objects nested in a property. We love to write transformations in typescript because it's in the same codebase and super easy to maintain and read. It's a true game changer.
[IMG: Minima Global avatar]
[H3] Minima Global
Getting #MINIMA real-time data replication out to the Postgres database was not fun until we found
@EstuaryDev it is the best materialization.
[IMG: Seattle Data Guy avatar]
[H3] Ben Rogojan
Owner, Seattle Data Guy
[IMG: Seattle Data Guy avatar]
Estuary makes working with real-time data more cost effective and just as simple as working with batch data.
[IMG: Pompato avatar]
[H3] Pompato
This tool is 1000x times better than LogStash or Elastic Enterprise Data Ingestion Tool.
[IMG: DeepSync avatar]
[H3] DeepSync
Estuary allows us to integrate low-latency CDC and connect to SaaS apps across our entire reporting stack and it’s the only solution that we’ve found that lets us do both.
[IMG: Fenestra avatar]
[H3] Fenestra
We needed a platform to help us optimize marketing campaigns with low-latency. Estuary provided an unparalleled solution to do that at terabyte scale.
[IMG: Coalesce avatar]
[H3] Coalesce
Estuary is the only system we’ve found that can seamlessly replicate large scale Firestore data for analytics. After months of research and trying everything, we can confidently say that Estuary is the only company that can help us get easy, accurate analytics on our data within Snowflake when replicating from Firestore data.
[IMG: Flashpack avatar]
[H3] Flashpack
We're a big fan of Estuary's real-time, no code model. It's magic that we're getting real time data without much effort and we don't have to spend time thinking about broken pipelines. We've also experienced fantastic support by Estuary.
[H2] One platform for all data movement
Try For FreeContact Us

[H1] How to Deploy Estuary In Minutes
How to deploy Change Data Capture (CDC) & Streaming ETL in minutes using Estuary
[H2] In this webinar
Build end-to-end real-time data pipelines using CDC and SQL or TypeScript in minutes.Use Estuary connectors to create real-time and batch data pipelines across databases, apps, analytics, and AI.Automatically infer data schema for relational, semi-structured, and other data, then add validation, tests, and policies for what to do with schema changes over time.Use SQL or TypeScript to add streaming joins, aggregations, and other transforms.Time travel to view historical data or automatically backfill data as you connect.
[IMG: Picture of David Yaffe]
David Yaffe Co-founder and CEO
[H2] Estuary is building the next generation of right-time data solutions
We're creating a new kind of DataOps platform that empowers engineering teams to build real-time, data-intensive applications at scale with minimal friction. This platform unifies a team's databases, pub/sub systems, and SaaS around their data, without requiring new investments in infrastructure or development.Estuary develops in the open to produce both the runtime for our managed service and an ecosystem of open-source connectors. We're passionate about providing data integration tools for users across a spectrum of use-cases, industries, and budgets.
[IMG: Estuary logo on light background]
[H3] Get started for free
No credit card requiredLearn moreBook a demo
[H2] Reliability without maintenance
Estuary delivers enterprise-grade stability, requiring no ongoing maintenance or complex configurations. Designed for high availability and durability, Estuary handles the nuts and bolts, so you can focus on building features, not troubleshooting pipelines.Automatic schema evolution keeps up with changing data.Guarantees data consistency across source and destination.Scales effortlessly to handle high-velocity data.
[H2] What our customers are saying about us
[IMG: Together AI avatar]
[H3] YuTong (Julia) Zhang
Senior Software Engineer, Together AI
[IMG: Together AI avatar]
For AI systems like ours, freshness of data is everything. Estuary gives us sub-second latency without the complexity of maintaining streaming infrastructure ourselves. That reliability means our teams can focus on advancing AI models instead of pipelines.
[IMG: Glossier avatar]
[H3] Brandon Besash
Director, Business Intelligence, Glossier
[IMG: Glossier avatar]
Estuary enabled us to finally implement our ERP’s new data endpoint with all our inventory transactions, purchasing, and shipping data. We can now unlock data blocked by cost before, and sync times are much faster and are always being improved by the Estuary team.Read the Success Story
[IMG: Xometry avatar]
[H3] Andrew Woelfel
Senior Manager, Data Engineering and Analytics, Xometry
[IMG: Xometry avatar]
“Estuary has been a pleasure to work with and has significantly modernized our data infrastructure, delivering real-time and scalable processes that will significantly impact company-wide operations. Every data-driven organization should be looking at Estuary today.”Read the Success Story
[IMG: Cosuno avatar]
[H3] Maximilian Seifert
CTO, Cosuno
[IMG: Cosuno avatar]
Estuary just works. We’ve never had an incident, and it cut our data movement costs in half.Read the Success Story
[IMG: Shippit avatar]
[H3] Keat Min Woo
We didn’t want to be locked into a system where faster syncs meant higher bills. Estuary gives us real-time pipelines without pricing games or the burden of running Kafka ourselves.Read the Success Story
[IMG: Livble avatar]
[H3] Uri Vinetz
Director of Data, Livble
[IMG: Livble avatar]
We needed something self-serve, fast, and reliable, and Estuary delivered exactly that. It’s a huge unlock for our operations, reporting, and machine learning.Read the Success Story
[IMG: Resend avatar]
[H3] Jonni Lundy
COO, Resend
[IMG: Resend avatar]
Estuary transformed how we operationalize our data for fraud, security, support, and beyond. Instead of unreliable, expensive backfills, we have real-time visibility into platform activity. The proactive support and hands-on approach make all the difference.Read the Success Story
[IMG: Recart avatar]
[H3] Istvan Kovacs
CTO, Recart
[IMG: Recart avatar]
Estuary became our real-time data backbone without the cost or complexity of traditional solutions. We replaced a fragile, high-maintenance pipeline with a managed system that just works and scales.Read the Success Story
[IMG: Headset avatar]
[H3] Scott Vickers
CTO, Headset
[IMG: Headset avatar]
Estuary has been a game-changer for Headset’s data infrastructure. Compared to our previous solutions, it has dramatically improved reliability while reducing our overall costs significantly.Read the Success Story
[IMG: Revunit avatar]
[H3] Revunit
Estuary is our preferred CDC solution for importing data from application databases into BigQuery for analytics. It offers a transparent pricing structure, timely support responses, and an intuitive CLI tool for bulk configuration tasks. In contrast, other market solutions often have ambiguous pricing and fewer options for precise data replication across environments. This makes choosing to use Estuary an obvious decision.
[IMG: PDI. avatar]
[H3] PDI.
Estuary makes tough data transformation problems a piece of cake with its intuitive user interface and incredible breadth of features.
[IMG: OneCommerce avatar]
[H3] OneCommerce
Estuary is the only SaaS tool that we found which can do a simple loop and calculate COGS from an array of objects nested in a property. We love to write transformations in typescript because it's in the same codebase and super easy to maintain and read. It's a true game changer.
[IMG: Minima Global avatar]
[H3] Minima Global
Getting #MINIMA real-time data replication out to the Postgres database was not fun until we found
@EstuaryDev it is the best materialization.
[IMG: Seattle Data Guy avatar]
[H3] Ben Rogojan
Owner, Seattle Data Guy
[IMG: Seattle Data Guy avatar]
Estuary makes working with real-time data more cost effective and just as simple as working with batch data.
[IMG: Pompato avatar]
[H3] Pompato
This tool is 1000x times better than LogStash or Elastic Enterprise Data Ingestion Tool.
[IMG: DeepSync avatar]
[H3] DeepSync
Estuary allows us to integrate low-latency CDC and connect to SaaS apps across our entire reporting stack and it’s the only solution that we’ve found that lets us do both.
[IMG: Fenestra avatar]
[H3] Fenestra
We needed a platform to help us optimize marketing campaigns with low-latency. Estuary provided an unparalleled solution to do that at terabyte scale.
[IMG: Coalesce avatar]
[H3] Coalesce
Estuary is the only system we’ve found that can seamlessly replicate large scale Firestore data for analytics. After months of research and trying everything, we can confidently say that Estuary is the only company that can help us get easy, accurate analytics on our data within Snowflake when replicating from Firestore data.
[IMG: Flashpack avatar]
[H3] Flashpack
We're a big fan of Estuary's real-time, no code model. It's magic that we're getting real time data without much effort and we don't have to spend time thinking about broken pipelines. We've also experienced fantastic support by Estuary.

[H1] Integrate & Move Data Anywhere - Estuary Connectors
Easily move data in real-time or batch with 200+ pre-built ETL connectors for databases, data warehouses, SaaS apps, and cloud platforms. Automate ingestion with seamless integrations for Redshift, Snowflake, BigQuery, Kafka, MySQL, PostgreSQL, and more—build powerful pipelines with minimal setup and maximum efficiency.Search for any source​Search for any sourceSearch for any destination​Search for any destinationDetails
[IMG: Amazon Redshift Logo]
RECOMMENDEDDESTINATION
[H2] Amazon Redshift
Amazon Redshift is Amazon Web services data warehouse. It is built on top of technology from the massive...Read More
[IMG: Apache Iceberg Logo]
RECOMMENDEDDESTINATION
[H2] Apache Iceberg
Iceberg is a high-performance data lake format which enables the reliability and simplicity of SQL to...Read More
[IMG: Databricks Logo]
RECOMMENDEDDESTINATION
[H2] Databricks
Databricks, Inc. is an American software company founded by the original creators of Apache Spark. Databricks...Read More
[IMG: Elastic Logo]
RECOMMENDEDDESTINATION
[H2] Elastic
Elasticsearch is the leading distributed, RESTful, free and open search and analytics engine designed...Read More
[IMG: Google Bigquery Logo]
RECOMMENDEDDESTINATION
[H2] Google Bigquery
BigQuery is a serverless, cost-effective and multicloud data warehouse designed to help you turn big...Read More
[IMG: Google Sheets Incremental Logo]
RECOMMENDEDSOURCE
[H2] Google Sheets Incremental
Use Google Sheets to create and edit online spreadsheets. Get insights together with secure sharing...Read More
[IMG: MariaDB Logo]
RECOMMENDEDSOURCE
[H2] MariaDB
MariaDB is a community-developed, commercially supported fork of the MySQL relational database management...Read More
[IMG: MongoDB Logo]
RECOMMENDEDSOURCE
[H2] MongoDB
MongoDB is a NoSQL document-oriented database that stores data in JSON-like documents with dynamic schema,...Read More
[IMG: MotherDuck Logo]
RECOMMENDEDDESTINATION
[H2] MotherDuck
MotherDuck is a managed DuckDB-in-the-cloud service.Read More
[IMG: MySQL Logo]
RECOMMENDEDDESTINATION
[H2] MySQL
MySQL is the most popular open-source relational database management system (RBDMS) used by enterprises...Read More
[IMG: MySQL Logo]
RECOMMENDEDSOURCE
[H2] MySQL
MySQL is a popular open-source relational database management system (RBDMS) used by enterprises of...Read More
[IMG: PostgreSQL Logo]
RECOMMENDEDDESTINATION
[H2] PostgreSQL
PostgreSQL is a free and open-source relational database management system (RDBMS) emphasizing extensibility...Read More
[IMG: PostgreSQL Logo]
RECOMMENDEDSOURCE
[H2] PostgreSQL
Postgres is a free and open-source relational database management system (RDBMS) emphasizing extensibility...Read More
[IMG: Snowflake Logo]
RECOMMENDEDDESTINATION
[H2] Snowflake
Snowflake is a cloud-based data warehouse that offers highly scalable and distributed SQL querying over...Read More
[IMG: Snowflake Data Cloud Logo]
RECOMMENDEDSOURCE
[H2] Snowflake Data Cloud
Snowflake is a cloud-based data warehouse that offers highly scalable and distributed SQL querying over...Read More
[IMG: SQL Server Logo]
RECOMMENDEDSOURCE
[H2] SQL Server
Microsoft SQL Server is a Relational Database Management System developed by Microsoft.  There are at...Read More
[IMG: Ada Logo]
SOURCE
[H2] Ada
Ada is a software product that enables AI-powered customer service automation across multiple channels...Read More
[IMG: Aircall Logo]
SOURCE
[H2] Aircall
Aircall provides cloud-based telephony solutions for businesses, removing the need for fixed desk phones....Read More
[IMG: Airtable Logo]
SOURCE
[H2] Airtable
Airtable is a spreadsheet-database hybrid that makes it easy to build powerful, custom applications...Read More
[IMG: Alloy DB for Postgres Logo]
SOURCE
[H2] Alloy DB for Postgres
AlloyDB is a fully-managed, PostgreSQL-compatible database for demanding transactional and analytical...Read More
[IMG: Alpaca Market Data Logo]
SOURCE
[H2] Alpaca Market Data
Use Alpaca's market data API to stream real-time tick data. The free tier enables capturing millisecond...Read More
[IMG: Amazon Ads Logo]
SOURCE
[H2] Amazon Ads
Grow your business and increase sales with online advertising solutions that help you find, attract,...Read More
[IMG: Amazon Aurora for MySQL Logo]
SOURCE
[H2] Amazon Aurora for MySQL
Amazon Aurora MySQL is a fully managed, MySQL-compatible, relational database engine that combines the...Read More
[IMG: Amazon Aurora for Postgres Logo]
SOURCE
[H2] Amazon Aurora for Postgres
Amazon Aurora PostgreSQL is a fully managed, PostgreSQL–compatible, and ACID–compliant relational database...Read More
[IMG: Amazon DocumentDB Logo]
SOURCE
[H2] Amazon DocumentDB
Amazon DocumentDB (with MongoDB compatibility) is a fully managed native JSON document database that...Read More
[IMG: Amazon DynamoDB Logo]
SOURCE
[H2] Amazon DynamoDB
Amazon DynamoDB is a proprietary and fully managed NoSQL database service for single-digit millisecond...Read More
[IMG: Amazon Kinesis Logo]
SOURCE
[H2] Amazon Kinesis
Amazon Kinesis is a serverless streaming data service that simplifies the capture, processing, and storage...Read More
[IMG: Amazon RDS for MariaDB Logo]
SOURCE
[H2] Amazon RDS for MariaDB
Amazon managed relational database service for MariaDB.Read More
[IMG: Amazon RDS for MySQL Logo]
SOURCE
[H2] Amazon RDS for MySQL
Amazon managed relational database service for MySQL.Read More
[IMG: Amazon RDS for PostgreSQL Logo]
SOURCE
[H2] Amazon RDS for PostgreSQL
Amazon managed relational database service for PostgreSQL.Read More
[IMG: Amazon RDS for SQL Server Logo]
SOURCE
[H2] Amazon RDS for SQL Server
Amazon managed relational database service for SQL Server.Read More
[IMG: Amazon Redshift Batch Logo]
SOURCE
[H2] Amazon Redshift Batch
Amazon Redshift is Amazon Web services data warehouse. It is built on top of technology from the massive...Read More
[IMG: Amazon S3 Logo]
SOURCE
[H2] Amazon S3
Amazon S3, or Simple Storage Service, is an object storage service offered by AWS. S3 is a cost-effective,...Read More
[IMG: Amazon SQS Logo]
SOURCE
[H2] Amazon SQS
Amazon Simple Queue Service (SQS) is a distributed message queuing service that lets you send, store,...Read More
[IMG: Amplitude Logo]
SOURCE
[H2] Amplitude
Know how your digital product drives your business and join thousands of companies leading the digital...Read More
[IMG: Apache Kafka Logo]
SOURCE
[H2] Apache Kafka
Apache Kafka is a distributed event store and stream-processing platform. It is an open-source system...Read More
[IMG: Apple App Store Logo]
SOURCE
[H2] Apple App Store
Apple App Store is a digital marketplace for iOS, iPadOS, macOS, watchOS, and tvOS devices, where users...Read More
[IMG: Appsflyer Logo]
SOURCE
[H2] Appsflyer
AppsFlyer provides mobile marketing analytics and attribution services, including campaign measurement,...Read More
[IMG: Asana Logo]
SOURCE
[H2] Asana
With Asana, you can set company-wide goals, manage strategic plans, and get work done on a single platform....Read More
[IMG: Ashby Logo]
SOURCE
[H2] Ashby
Ashby is a recruiting software product that consolidates talent acquisition into an all-in-one platform,...Read More
[IMG: Azure Blob Storage Logo]
SOURCE
[H2] Azure Blob Storage
Azure Blob Storage helps you create data lakes for your analytics needs, and provides storage to build...Read More
[IMG: Azure Cosmos DB Logo]
SOURCE
[H2] Azure Cosmos DB
Azure Cosmos DB is a fully managed NoSQL and relational database for modern app development. Azure Cosmos...Read More
[IMG: Azure SQL Server Logo]
SOURCE
[H2] Azure SQL Server
Microsoft's cloud database for SQL Server. It runs on their cloud computing platform, and access to...Read More
[IMG: BigQuery Logo]
SOURCE
[H2] BigQuery
BigQuery is a serverless, cost-effective and multicloud data warehouse designed to help you turn big...Read More
[IMG: Bing Ads Logo]
SOURCE
[H2] Bing Ads
Explore Microsoft products and services for your home or business. Shop Surface, Microsoft 365, Xbox,...Read More
[IMG: Braintree Logo]
SOURCE
[H2] Braintree
Braintree provides global commerce tools that help people build businesses, accept payments, and enable...Read More
[IMG: Braze Logo]
SOURCE
[H2] Braze
Braze, Inc. is an American cloud-based software company based in New York City that focuses on delivering...Read More
[IMG: Brevo Logo]
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[H2] Brevo
All-in-one platform to manage your customer relationships via Email, SMS, Chat and moreRead More
[IMG: Calendly Logo]
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[H2] Calendly
Calendly is a software company that develops a cloud-based scheduling automation platform, offering...Read More
[IMG: Chargebee Real-Time Logo]
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[H2] Chargebee Real-Time
Manage subscription billing and revenue with Chargebee. Collect data on invoices, recurring payments,...Read More
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[H2] Confluence
Confluence is a web-based corporate wiki developed by the company Atlassian. Atlassian wrote Confluence...Read More
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[H2] Criteo
Criteo is an advertising company that provides online display advertisements. They focus on re-targeting,...Read More
[IMG: CSV]
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[H2] CSV's in Google Drive
Google Drive is a file storage and synchronization service developed by Google. It was launched on April...Read More
[IMG: Datadog Logo]
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[H2] Datadog
Datadog is a cloud-based monitoring and security platform that provides real-time visibility into an...Read More
[IMG: Datadog Webhook Logo]
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[H2] Datadog Webhook
Captures HTTP requests sent by Datadog webhooksRead More
[IMG: Dropbox Logo]
SOURCE
[H2] Dropbox
Dropbox is an American cloud-based file hosting service that offers cloud storage, file synchronization,...Read More
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SOURCE
[H2] Exchange Rates API
Exhange Rates API is a real-time, intraday & historical currency exchange rate and market data API that...Read More
[IMG: Facebook Ads (Meta) Logo]
SOURCE
[H2] Facebook Ads (Meta)
Facebook Ads (aka Meta) supports both a core marketing API and a reporting API, both of which this connector...Read More
[IMG: Freshdesk Logo]
SOURCE
[H2] Freshdesk
Freshdesk is a special cloud-based software designed to facilitate and improve customer support. Its...Read More
[IMG: Front Logo]
SOURCE
[H2] Front
Front is the modern customer service platform that helps companies delight their customers, engage their...Read More
[IMG: Gainsight Custom Success Logo]
SOURCE
[H2] Gainsight Custom Success
Turn Customer Success into a durable growth engine for your business.Read More
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SOURCE
[H2] Genesys
Genesys Cloud is a cloud-based customer experience platform that helps businesses deliver seamless,...Read More
[IMG: GitHub Logo]
SOURCE
[H2] GitHub
GitHub is where over 83 million developers shape the future of software, together. Contribute to the...Read More
[IMG: Gitlab Logo]
SOURCE
[H2] Gitlab
GitLab Inc. is an open-core company that operates GitLab, a DevOps software package which can develop,...Read More
[IMG: Gladly Logo]
SOURCE
[H2] Gladly
Gladly is a customer service software solution that combines AI and human agents to build loyalty for...Read More
[IMG: Gong Logo]
SOURCE
[H2] Gong
Gong is a leading revenue intelligence platform and Revenue AI OS that records, transcribes, and analyzes...Read More
[IMG: Google Ads Logo]
SOURCE
[H2] Google Ads
Google Ads is an online advertising platform developed by Google, where advertisers bid to display brief...Read More
[IMG: Google Analytics 4 Bigquery Exports Logo]
SOURCE
[H2] Google Analytics 4 Bigquery Exports
Google Analytics gives you the tools you need to better understand your customers. You can then use...Read More
[IMG: Google Analytics V4 Data API Logo]
SOURCE
[H2] Google Analytics V4 Data API
Google Analytics gives you the tools you need to better understand your customers. You can then use...Read More
[IMG: Google Cloud SQL for MySQL Logo]
SOURCE
[H2] Google Cloud SQL for MySQL
Google's fully managed relational database service for MySQL. Cloud SQL enables you to spend less time...Read More
[IMG: Google Cloud SQL for PostgreSQL Logo]
SOURCE
[H2] Google Cloud SQL for PostgreSQL
Google's fully managed relational database service for PostgreSQL. Cloud SQL enables you to spend less...Read More
[IMG: Google Cloud SQL for SQL Server Logo]
SOURCE
[H2] Google Cloud SQL for SQL Server
Google's fully managed relational database service for SQL Server. Cloud SQL enables you to spend less...Read More
[IMG: Google Cloud Storage Logo]
SOURCE
[H2] Google Cloud Storage
Object storage for companies of all sizes. Secure, durable, and with low latency. Store any amount of...Read More
[IMG: Google Firestore Logo]
SOURCE
[H2] Google Firestore
Use this flexible, scalable NoSQL cloud database to store and sync data for client- and server-side...Read More
[IMG: Google Play Logo]
SOURCE
[H2] Google Play
Google Play is a digital distribution service operated by Google and the official app store for Android...Read More
[IMG: Google PubSub Logo]
SOURCE
[H2] Google PubSub
Capture PubSub topics directly into Estuary collections by integrating with GCP's reliable, low-latency...Read More
[IMG: Google Search Console Logo]
SOURCE
[H2] Google Search Console
Google Search Console is a web service by Google which allows webmasters to check indexing status, search...Read More
[IMG: Greenhouse Logo]
SOURCE
[H2] Greenhouse
Greenhouse is the hiring operating system for people-first companies. The software and structured hiring...Read More
[IMG: Harvest Logo]
SOURCE
[H2] Harvest
Harvest is a time tracking and management software with powerful easy reporting and streamlined online...Read More
[IMG: HTTP File (REST) Logo]
SOURCE
[H2] HTTP File (REST)
Capture from HTTP endpoints and APIs into Collections. This connector enables the creation of data products...Read More
[IMG: HTTP Webhook Logo]
SOURCE
[H2] HTTP Webhook
Captures HTTP requests sent by webhooks or other clientsRead More
[IMG: Hubspot Real-time Logo]
SOURCE
[H2] Hubspot Real-time
HubSpot’s integrated CRM platform contains the marketing, sales, service, operations, and website-building...Read More
[IMG: IBM Db2 Batch Logo]
SOURCE
[H2] IBM Db2 Batch
IBM Db2 is a powerful, multi-platform relational database management system (RDBMS) from IBM, used for...Read More
[IMG: Impact Logo]
SOURCE
[H2] Impact
impact.com transforms the way enterprises manage and optimize all types of partnershipsRead More
[IMG: Incident.io Logo]
SOURCE
[H2] Incident.io
Incident.io is a cloud-based incident management platform that helps engineering teams respond to, manage,...Read More
[IMG: Instagram Logo]
SOURCE
[H2] Instagram
Instagram is a photo and video sharing social networking service owned by American company Meta Platforms....Read More
[IMG: Intercom Logo]
SOURCE
[H2] Intercom
Intercom is a software product that enables in business messaging directly through your website, providing...Read More
[IMG

[H1] Pricing that scales with you
Simple, usage-based pricing. Get an instant estimate with our calculator
[H3] Developer
FreeLaunch your first pipelines for freeGet Started FreeAccess to Cloud Plan features, free forever up to the following:10GB/month2 concurrent connectors
[H3] Cloud
30-Day Free Trial$0.50 PER GB+$100 PER CONNECTORStart 30-Day Free TrialWhat's included:Billed monthly200+ fully-managed connectorsUnlimited usersMillisecond latency or batch, no extra chargeRole-based access control (RBAC)Bring your own cloud storageUS/EU data processing regionsSSH tunnel supportUI and CLI managementStandard support via community Slack and emaildbt Cloud integrationKafka compatibilityReal-time monitoring and alertingSave 50% on 6+ connectors.
[H3] Enterprise
Scaled PricingLet's TalkScale up, pay less per connectorContact UsAll Cloud features, plus:Volume-based discountsSOC 2 & HIPAA compliance reportsSingle sign-on (SSO)Custom SLA termsPrivate and BYOC deployments (Annual contract only)Provisioned serversCustom region supportPrivate networking options (PrivateLink, Google Service Connect)Performance customization/tuningDedicated support via Slack and emailMigration assistanceIAM and advanced authentication for connectorsCustom connector development
[H2] Pricing calculator
Use the pricing calculator to easily estimate your monthly costs. Simply input your requirements, and we'll provide a clear breakdown of your expenses.
[IMG: Estuary logo]
[H3] Your price at Estuary
$1,000 / month800 GB of data moved2 connector instances
[H4] Data moved
Choose how much data you want to move from to each month.GB​2GB250GB500GB1TB2TB800GB
[H3] Choose number of sources and destinations.
​Try it For FreeUS VS THE REST
[H3] Why pay more?
Move the same data for a fraction of the cost.
[IMG: Estuary logo]
Estuary
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Fivetran
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Confluent
[H2] Frequently asked questions
PricingGetting StartedData Capture & LoadingTransformationsSecurity & DeploymentBilling & SupportReal-Time DataBatch DataChange Data CaptureData TransformationsAI Pipelines
[H4] Your bill has two main components:
1. Data Usage: Based on the volume of data Sourced, Transformed, and Delivered.
2. Connector Instance Usage: A connector instance is a connection to a source (capture) or destination (materialization). First 6 connector instances cost $100/month each, additional connector instances are $50/month each.
The free tier allows indefinite use with a 10 GB/month limit for up to 2 connector instances. Cloud Plan customers can request a 30-day free trial.
Yes, discounts are available based on volume commitments and contract duration.
For new users or those not wanting to commit to specific data volumes, pay monthly based on actual data usage and active connector instances. Payments are processed via Stripe and a credit card can be added.
Pay upfront for a fixed data transfer amount, usable over up to 12 months. Higher upfront payments receive greater discounts.
[H4] STREAMING ETL
Only pay once for source and target data!
Capture data from any source once. Estuary stores it all in your cloud storage. You’re only billed once for each source, target, and the data you move at $0.50/GB, with the first 6 connector instances at $100/month per connector instance, and additional connector instances at $50/month each (prorated).
[IMG: Graphic for adding new target]
[H4] ADD NEW TARGETS
Only pay once for new target data
Add a new target, or add more data to an existing target, at any time. You only pay for the additional targets and data sent to them. You don’t need to re-extract data from each source.
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The free trial provides new users with 30 days of access to all the features of our Cloud Plan. It automatically begins once you exceed our free tier limits (2 connector instances and 10GB/month). At the end of the trial period, you have the option to upgrade to a paid plan. No credit card is required to start the free trial.
Free: No credit card or billing information required.
Cloud: Pay via credit card, debit card, or 30-day invoice.
Enterprise: Paid via invoice.
In the Free Plan, your data is securely stored in Estuary’s cloud storage and retained for a limited period. With the Cloud Plan and higher tiers, your data will be stored in your own cloud bucket for any duration you set.
You can sign up for free and build your first pipeline in minutes using our no-code interface. Simply connect a source and destination, and Estuary will guide you through capturing and syncing your data in real time. Learn here to create a basic data flow.
Estuary is a Right-Time Data Platform that unifies real-time streaming and batch movement in one system. Unlike ETL tools that focus only on batch jobs, Estuary lets you choose when data moves, instantly or on schedule, with predictable costs and enterprise reliability. See the difference in our detailed comparisons.
For side-by-side breakdowns with popular vendors, check out:
Estuary vs Fivetran
Estuary vs Airbyte
Yes. Estuary offers a free tier that includes a generous data volume limit so you can try real-time pipelines without entering a credit card. If you exceed the free tier limits, you can continue to use Estuary for a 30-day free trial. If you need more time or volume during evaluation, just contact us and we’ll help.
Estuary offers 200+ source and destination connectors across databases, cloud storage, APIs, SaaS apps, and streaming platforms. You can view the full connector list here. Don’t see what you need? Reach out — we prioritize connectors based on customer demand.
If we don’t currently support a specific source, you can request it through our support form. You can also use our webhook, file drop (CSV, JSON), or custom HTTP connector to ingest data from virtually any source.
Estuary uses change data capture (CDC) to stream inserts, updates, and deletes from supported databases. For APIs, we pull data incrementally or via webhooks. All changes are written to a real-time collection and delivered downstream continuously.
Estuary syncs data in real time by default. As soon as a change is detected in your source, it is processed and delivered to your destination in seconds. Or set a sync schedule to balance data freshness with compute costs in your destination systems.
Yes. When a pipeline starts, Flow performs a historical backfill to capture your existing data, then seamlessly switches to real-time CDC. Backfilling is configurable and can be disabled or scoped for large datasets.
You can view pipeline status, latency, and metrics in the Flow web app. For advanced monitoring, we expose metrics via an OpenMetrics API, which integrates with Prometheus, Datadog, and other observability tools.
Yes, Estuary supports Snowpipe Streaming as a destination, allowing you to continuously load real-time data into Snowflake with low latency. It handles schema evolution, exactly-once semantics, and backfill logic automatically so you don’t have to manage Snowpipe infrastructure yourself.
Yes. Estuary supports real-time transformations using SQL or TypeScript. You can filter, enrich, join, and reshape data in motion. Or ditch the code and rename or remove fields directly through the dashboard.
Yes. Estuary offers a dbt Cloud integration. Trigger dbt jobs automatically whenever there’s new data available.
A derivation is a transformation task that creates a new collection based on one or more input collections. It runs continuously and updates automatically as source data changes, supporting real-time use cases.
Yes. You can preview and validate derivations in the UI or CLI using sample data. This makes it easy to catch issues and ensure accuracy before publishing to production.
Estuary provides intelligent schema evolution for durable pipelines with auto-discovery. You can automatically discover new fields, changed data types, and even entirely new data streams. Or you can choose to manually make updates for tight control over your data ecosystem.
Estuary is SOC 2 Type II certified with zero exceptions and HIPAA-compliant. This means our infrastructure and operational controls are independently audited and validated to meet strict industry standards. Learn more here.
Data is stored in your own cloud account, not in Estuary’s. Whether you’re using SaaS or a Private Deployment, your data flows through infrastructure you control, within regions you select. The platform supports zero data egress from your network.
Private Deployments let you run the data plane inside your own VPC or cloud region, while the SaaS control plane manages configuration. Your data never leaves your network, and you retain full control over infrastructure, security, and governance.
Yes. Estuary supports AWS PrivateLink, VPC peering, and SSH tunnels, enabling secure connections to firewalled databases and private cloud services. You can deploy the data plane in any region while maintaining full network isolation.
All communications use TLS, including within cloud environments. Internal services authenticate with mutual TLS (mTLS) using a custom certificate authority per deployment. Server-facing services use Let’s Encrypt, and all data at rest is encrypted with AES-256.
Yes. Estuary uses RBAC (Role-Based Access Control) and tokenized cross-deployment access. The control plane handles authorization and generates traceable, time-limited tokens, ensuring secure access and full auditability across data planes.
Yes. Platform-level logs are shipped from each data plane to a centralized logging system, and task-level logs are accessible via the Flow interface. This enables both internal security monitoring and user visibility.
Yes. Estuary’s architecture supports multi-region data plane mobility without relying on specific VPC constructs. You can maintain consistent security policies across geographies while ensuring data residency compliance.
Estuary pricing is volume and connector-based. You’re billed for the amount of data synced across your pipelines, measured in GBs, plus a flat rate per month based on your number of active connector instances. This makes pricing predictable and scalable. View pricing here.
You will automatically start your 30-day free trial and can upgrade your account at any time. If you go over the free tier limits, you’ll receive a warning and can choose to continue with usage-based billing or pause pipelines.
You can reach out through our Slack, or email us at support@estuary.dev. We also provide enterprise-grade support with SLAs on paid plans.
All product documentation is available at docs.estuary.dev, including setup guides, pipeline examples, and API references.
Estuary delivers data in under 100 milliseconds end-to-end, allowing downstream systems like analytics dashboards, operational databases, and AI models to act on fresh data instantly.
Traditional streaming requires managing infrastructure like Kafka and custom pipelines. Estuary provides a fully managed platform that handles ingestion, delivery, and recovery without operational overhead.
Yes. Estuary lets you configure delivery latency per destination, so you can run sub-second pipelines for critical systems and slower delivery for cost-sensitive workloads.
No. Estuary guarantees exactly-once delivery and deterministic recovery, ensuring accuracy and consistency even in real-time pipelines.
Real-time analytics dashboards, fraud detection systems, operational monitoring, and AI inference pipelines all benefit from continuously fresh data.
Batch is ideal for scheduled workflows like nightly reporting, large-scale data migrations, and cost-optimized analytics pipelines where instant updates aren’t required.
Yes. Estuary supports deterministic backfills and replay, allowing you to reprocess historical data without re-extracting from source systems.
Through exactly-once delivery and checkpointing, ensuring no duplication or data loss even during retries or failures.
Yes. Estuary is built for “right-time data,” meaning you can run both batch and real-time pipelines in the same platform without duplication or reconfiguration.
Estuary eliminates fragmented pipelines by unifying batch and real-time processing, reducing operational complexity and improving reliability.
CDC captures inserts, updates, and deletes directly from your production databases and streams them to downstream systems in real time.
No. Estuary uses log-based CDC, which reads from database logs rather than querying tables, minimizing impact on production systems.
Estuary supports major databases including Postgres, MySQL, MongoDB, Oracle, and SQL Server, among others.
Yes. Estuary allows one-to-many replication, so a single source can feed warehouses, search systems, microservices, and AI pipelines simultaneously.
Schema evolution is automatic, meaning pipelines continue running without manual updates when your data structure changes.
You can filter, join, aggregate, normalize, and enrich data using SQL, Python, or TypeScript before it reaches downstream systems.
Transforming data in motion ensures that every downstream system receives clean, consistent, and analytics-ready data without additional processing layers.
Yes. Estuary allows you to join live streams with historical datasets to create richer, more complete data models.
Built-in validation and QA mechanisms detect anomalies, enforce schemas, and route errors automatically as data flows through pipelines.
In many cases, yes. Estuary reduces the need for downstream transformation layers by delivering production-ready data directly to warehouses and applications.
AI-ready data is clean, structured, enriched, and continuously updated so models can operate on accurate and current inputs.
Estuary continuously captures, transforms, and delivers data to vector databases, feature stores, and model pipelines with low latency and high reliability.
Yes. Estuary keeps embeddings and underlying data sources in sync, ensuring retrieval systems always reflect the latest information.
By delivering fresh, high-quality data, Estuary reduces drift, improves inference accuracy, and enables faster iteration cycles.
No. Estuary unifies operational, analytical, and AI pipelines into a single platform, reducing duplication and complexity.