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DECODE DATA VS SegmentStream

Compare DECODE DATA VS SegmentStream 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.

SegmentStream logo SegmentStream

Automatically collect data from all your sources into your Google BigQuery
  • 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.

  • SegmentStream Landing page
    Landing page //
    2023-07-29

DECODE DATA

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

Category Popularity

0-100% (relative to DECODE DATA and SegmentStream)
GA4 Tracking
100 100%
0% 0
Analytics
0 0%
100% 100
Big Data
100 100%
0% 0
Web Analytics
0 0%
100% 100

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What are some alternatives?

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

DataBackfill - Backfill your historical GA4 data to BigQuery

JustControl.it - Marketing data analytics platform for data-driven decisions

GA4 Auditor - Google Analytics 4 Audit Tool

Improvado.io - Improvado is an ETL platform that extracts data from 300+ pre-built connectors, transforms it, and seamlessly loads the results to wherever you need them. No more Tedious Manual Work, Errors or Discrepancies. Contact us for a demo.

GA4 SQL - Generate GA4 BigQuery Queries Without SQL Knowledge