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DECODE DATA VS GA4 SQL

Compare DECODE DATA VS GA4 SQL and see what are their differences

DECODE DATA logo DECODE DATA

Raw GA4 data is optimized for storage not analysis or transformation. Our decoder transforms & enhances your data to make it more useful in just one step.

GA4 SQL logo GA4 SQL

Generate GA4 BigQuery Queries Without SQL Knowledge
  • DECODE DATA Before /After
    Before /After //
    2026-08-06
  • DECODE DATA Data flow
    Data flow //
    2026-08-06
  • DECODE DATA GA4 Full
    GA4 Full //
    2026-08-06
  • DECODE DATA Decode Data
    Decode Data //
    2026-08-06

Decode GA4 is a BigQuery-native data transformation utility built for teams working with the Google Analytics 4 BigQuery export. GA4 writes event data into deeply nested RECORD and ARRAY structures. Reading a single field such as pagelocation or pagetitle requires a correlated UNNEST subquery, repeated for every field an analyst needs, on a wildcard table that scans every partition. Decode GA4 does that transformation once, properly, and exposes the result as direct columns. The same query becomes simple dot-notation SQL against one predictable table per property.

It is a connector, not a platform. Decode GA4 is subscribed through Google Cloud Marketplace and delivered as a linked dataset via BigQuery Analytics Hub, so it deploys into your existing Google Cloud project and runs on your own BigQuery compute. Your data never leaves your project, there is no egress, and your existing IAM, security and data residency controls still apply.

Processing is metadata-driven and incremental. Each date partition is processed exactly once unless GA4 modifies it upstream, in which case the affected partitions are detected and reprocessed automatically. When GA4 adds new event parameters the output adapts without a full rebuild, so downstream dbt, Dataform and SQLMesh models keep working. Transformed data can be written as compressed Parquet in Cloud Storage and read through external tables, which cuts storage cost and enables export to AWS S3 or Azure Blob Storage.

Pricing is usage-based through Google Cloud Marketplace, from $50 per GiB for the first GiB down to $0.50 per GiB above 500 GiB. There is no subscription and no monthly minimum. Typical cost is $1.50 to $8 a month for sites under 10,000 monthly sessions, billed on your existing Google Cloud invoice.

  • GA4 SQL Landing page
    Landing page //
    2023-08-29

DECODE DATA

Release Date
2024 April
Startup details
Country
United Kingdom
City
London
Founder(s)
Jim Barlow
Employees
1 - 9

DECODE DATA features and specs

No features have been listed yet.

GA4 SQL features and specs

  • Enhanced Data Analysis
    GA4 SQL allows for more advanced data analysis capabilities compared to standard GA reporting, providing users with the ability to perform complex queries and analysis using SQL.
  • Custom Reporting
    Users can create custom reports tailored to their specific needs, enabling more personalized insights and better decision-making.
  • Integration with Other Data
    GA4 SQL can be integrated with other data sources, allowing for a comprehensive view of analytics alongside other business data.
  • Real-Time Data Access
    Users can access and query data in real-time, allowing for quicker insights and reactions to trends or anomalies.

Possible disadvantages of GA4 SQL

  • Complexity
    The use of SQL for data analysis in GA4 requires a higher level of technical skill, which may not be suitable for all users.
  • Learning Curve
    Users may face a steep learning curve if they are not already familiar with SQL, potentially increasing the time and resources needed for training.
  • Resource Intensive
    Running complex queries can be resource-intensive, potentially leading to increased costs and requiring more robust infrastructure.
  • Limited to GA4 Data Schema
    There may be limitations based on the GA4 data schema, restricting the kinds of queries and analyses that can be performed.

Category Popularity

0-100% (relative to DECODE DATA and GA4 SQL)
Big Data
100 100%
0% 0
Data Dashboard
0 0%
100% 100
BigQuery
100 100%
0% 0
Developer Tools
0 0%
100% 100

User comments

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What are some alternatives?

When comparing DECODE DATA and GA4 SQL, you can also consider the following products

DataBackfill - Backfill your historical GA4 data to BigQuery

GA4 Auditor - Google Analytics 4 Audit Tool

Veracity Trust Network - AI-powered solutions to stop malicious attacks, data theft, ad click fraud and more.

SegmentStream - Automatically collect data from all your sources into your Google BigQuery