Top 10 Soda Alternatives & Competitors

Top 10 Alternatives to Soda Recently Reviewed By G2 Community

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Monte Carlo
By Monte Carlo
4.3/5
(514)
Product Description
Monte Carlo is the first end-to-end solution to prevent broken data pipelines. Monte Carlo’s solution delivers the power of data observability, giving data engineering and analytics teams the ability to solve the costly problem of data downtime.
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Reviewers say compared to Soda, Monte Carlo is:
Slower to reach roi
Easier to do business with
Better at support
Categories in common with Soda:
Data Quality
Data Observability

Great Expectations
By Great Expectations
4.5/5
(11)
Product Description
Great Expectations (GX is an open-source data validation framework designed to help data teams ensure the quality and reliability of their data. By defining "Expectations"—verifiable assertions about data—GX enables automated testing and documentation, fostering confidence in data pipelines and facilitating collaboration between technical and non-technical stakeholders. Key Features and Functionality: - Expectations: Define clear, human-readable assertions about your data, such as value ranges or data types, to validate data quality. - Automated Data Profiling: Analyze and summarize data characteristics automatically, aiding in the quick identification of potential quality issues. - Data Validation: Apply defined Expectations to data batches to verify compliance, receiving detailed reports on validation outcomes. - Data Docs: Generate comprehensive, human-readable documentation of Expectations and validation results, serving as an up-to-date data quality report. - Integration with Various Data Sources: Support for multiple data sources, including Pandas DataFrames, Spark DataFrames, and SQL databases, allowing flexibility in data validation processes. - Checkpoints: Create reusable validation workflows that specify which Expectations to run against which data assets, streamlining the validation process. Primary Value and Problem Solved: Great Expectations addresses the critical need for data quality assurance in modern data pipelines. By automating data validation and providing clear documentation, GX reduces manual effort, minimizes errors, and ensures that data meets predefined standards. This leads to more reliable data for analysis and decision-making, enhances collaboration between data teams and business stakeholders, and fosters a culture of data confidence within organizations.
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Reviewers say compared to Soda, Great Expectations is:
More expensive
Easier to set up
More usable
Categories in common with Soda:
Data Quality
Data Observability

dbt
By Fivetran
4.7/5
(205)
Product Description
dbt is a transformation workflow that lets teams quickly and collaboratively deploy analytics code following software engineering best practices like modularity, portability, CI/CD, and documentation. Now anyone who knows SQL can build production-grade data pipelines.
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Reviewers say compared to Soda, dbt is:
Slower to reach roi
More usable
Better at meeting requirements
Categories in common with Soda:
Data Quality

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SAS Viya
By SAS Institute Inc.
4.3/5
(797)
Product Description
As a cloud-native AI, analytics and data management platform, SAS Viya enables you to scale cost-effectively, increase productivity and innovate faster, backed by trust and transparency. SAS Viya makes it possible to integrate teams and technology enabling all users to work together successfully to turn critical questions into accurate decisions.
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Reviewers say compared to Soda, SAS Viya is:
Slower to reach roi
Categories in common with Soda:
Data Quality

Planhat
By Planhat
4.5/5
(926)
Product Description
Connect customer data, get actionable insights and drive customer actions. Planhat is a beautiful and intuitive Customer Success Software for SaaS.
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Reviewers say compared to Soda, Planhat is:
Slower to reach roi
Better at support
Easier to do business with
Categories in common with Soda:
Data Quality

HubSpot Data Hub
By HubSpot
4.5/5
(576)
Product Description
HubSpot Operations Hub allows you to keep all your contacts in 2-Way, Real Time Sync no matter if you use (Gmail/Outlook, Salesforce, Pipedrive, Constant Contact, Prosperworks, HubSpot, MailChimp or ActiveCampaign to name a few).
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Reviewers say compared to Soda, HubSpot Data Hub is:
Slower to reach roi
Easier to admin
More usable
Categories in common with Soda:
Data Quality

ZoomInfo Operations
By ZoomInfo
4.4/5
(353)
Product Description
Dedupe your database. In the Cloud. No Software.
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Reviewers say compared to Soda, ZoomInfo Operations is:
Slower to reach roi
Easier to do business with
Easier to set up
Categories in common with Soda:
Data Quality

Anomalo
By Anomalo
4.4/5
(41)
Product Description
Anomalo connects to your data warehouse and immediately begins monitoring your data.
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Reviewers say compared to Soda, Anomalo is:
Slower to reach roi
Easier to set up
Better at support
Categories in common with Soda:
Data Quality
Data Observability

DemandTools
By Validity Inc
4.6/5
(284)
Product Description
DemandTools is a data quality toolset for Salesforce CRM. De-deduplication, normalization, standardization, comparison, import, export, mass delete, and more.
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Reviewers say compared to Soda, DemandTools is:
Slower to reach roi
Better at meeting requirements
Easier to set up
Categories in common with Soda:
Data Quality