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Numeracy VS DECODE DATA

Compare Numeracy VS DECODE DATA and see what are their differences

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Contents:
  1. ยป Base Details
  2. ยป Videos
  3. ยป Reviews
  4. ยป Alternatives

Numeracy logo Numeracy

A SQL pad that gives you x-ray vision for your data

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.
  • Numeracy Landing page
    Landing page //
    2022-07-23
  • 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.

Numeracy

Website
numeracy.co
Pricing URL
-
Release Date
-
Edit details

DECODE DATA

Website
decodedata.io
Pricing URL
Official DECODE DATA Pricing
Release Date
2024 April
Startup details
Country
United Kingdom
City
London
Founder(s)
Jim Barlow
Employees
1 - 9
Edit details

Numeracy features and specs

  • User-Friendly Interface
    Numeracy offers an intuitive and easy-to-navigate interface that enhances the user experience, making it accessible for both beginners and advanced users.
  • Collaborative Features
    The platform supports collaboration through shared workspaces and projects, allowing teams to work together seamlessly on data analysis tasks.
  • Real-Time Data Analysis
    Numeracy provides tools for real-time data analysis, enabling users to quickly process and analyze data sets without delay.
  • Integration Capabilities
    The platform integrates with various data sources, including popular databases and APIs, facilitating a smooth workflow by connecting to the user's existing data infrastructure.

Possible disadvantages of Numeracy

  • Subscription Costs
    The cost of subscribing to Numeracy's services may be prohibitive for some users, especially individuals or small businesses with limited budgets.
  • Learning Curve
    While the interface is user-friendly, new users may still face a learning curve when familiarizing themselves with all the features and functionalities of the platform.
  • Limited Customization
    Some users might find the customization options limited when it comes to tailoring the workspace or reports to specific needs.
  • Internet Dependence
    As a cloud-based tool, Numeracy requires a stable internet connection for optimal performance, which can be a limitation in areas with unreliable internet access.

DECODE DATA features and specs

No features have been listed yet.

Numeracy videos

+ Add

Grade 9 Math Review in 90 seconds - Numeracy

More videos:

  • Review - Numeracy Review - Order of Operations
  • Review - Numeracy: Review and revise

DECODE DATA videos

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Category Popularity

0-100% (relative to Numeracy and DECODE DATA)

Numeracy

DECODE DATA

Data Dashboard
100 100%
Data Dashboard
0% 0
Big Data
0 0%
Big Data
100% 100
Business Intelligence
100 100%
Business Intelligence
0% 0
BigQuery
0 0%
BigQuery
100% 100

User comments

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What are some alternatives?

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

PopSQL - Modern SQL editor for teams

DataBackfill - Backfill your historical GA4 data to BigQuery

Redash - Data visualization and collaboration tool.

GA4 Auditor - Google Analytics 4 Audit Tool

SQL School - Data analysts training data analysts

GA4 SQL - Generate GA4 BigQuery Queries Without SQL Knowledge

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