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REAL-TIME ETL & CDC

Stream into Google Sheets with your free account

Continously ingest and deliver both streaming and batch change data from 100s of sources using Estuary's custom no-code connectors.

  • <100ms Data pipelines
  • 100+ Connectors
  • 2-5x less than batch ELT
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01. Select a source02. Transform in-flight03. Deliver to Google Sheets
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Google Sheets connector details

The Google Sheets materialization connector continuously syncs data from Estuary Flow collections into Google Sheets, making real-time data accessible for collaboration, analysis, and reporting in a familiar spreadsheet interface.

  • Real-time sync: Streams updates from Flow collections directly into Google Sheets in near real time
  • Simple setup: Authenticate quickly using OAuth in the Flow web app, or use a Service Account JSON key for manual configuration
  • Per-sheet mapping: Materialize multiple Flow collections into separate sheets within the same spreadsheet
  • Automatic state tracking: Each sheet includes an internal tracking column to ensure data consistency
  • Cell limit awareness: Supports up to 1 million cells per sheet; larger datasets should be summarized or aggregated first

💡 Tip: Use Google Sheets materialization for lightweight reporting, team dashboards, or quick data validation workflows. For larger-scale analytics, consider exporting to BigQuery or S3.

For more details about the Google Sheets connector, check out the documentation page.

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HIGH THROUGHPUT

Distributed event-driven architecture enable boundless scaling with exactly-once semantics.

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DURABLE REPLICATION

Cloud storage backed CDC w/ heart beats ensures reliability, even if your destination is down.

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REAL-TIME INGESTION

Capture and relay every insert, update, and delete in milliseconds.

Real-timehigh throughput

Point a connector and replicate changes to Google Sheets in <100ms. Leverage high-availability, high-throughput Change Data Capture.Or choose from 100s of batch and real-time connectors to move and transform data using ELT and ETL.

  • Ensure your Google Sheets insights always reflect the latest data by connecting your databases to Google Sheets with change data capture.
  • Or connect critical SaaS apps to Google Sheets with real-time data pipelines.
Details

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Pipelines as fast as Kafka, easy as managed ELT/ETL, cheaper than building it.

Feature Comparison

EstuaryBatch ELT/ETLDIY PythonKAFKA
Price$$$-$$$$$-$$$$$-$$$$
Speed<100ms5min+Varies<100ms
EaseAnalysts can manageAnalysts can manageData EngineerSenior Data Engineer
Scale
Detailed Comparison

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