Datafold Alternatives (January 2026)

Datafold - Automated testing for data engineers

https://www.datafol.com/

Datafold is the fastest way to validate dbt model changes during development, deployment & migrations. Compare data differences between development and production data with Datafold's Data Diff. Datafold enables data teams to ship faster and leave tedious QA behind.

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dbt Labs | Transform Data in Your Warehouse

https://www.getdb

.com/

Use dbt to build reliable data models quickly and collaboratively—featuring version control, automated documentation, and integrated testing.

Elementary Data | dbt-native data observability

https://www.elementary-dat

.com/

The only data observability solution integrated into your dbt pipelines. Monitor data pipelines in minutes, in your dbt project. Elementary is built for and trusted by 5000+ analytics and data engineers.

Data Observability Platform for Modern Data Teams | Metaplane

https://metaplan

.dev/

Metaplane is a data observability platform that helps data teams know when things break, what went wrong, and how to fix it.

Soda Data Quality Platform

https://www.sod

.io/

Embed tests into your workflows and monitor data quality health any way you like–through out-of-the-box observability or declarative testing. Data Quality Management for Data Engineers, Producers, and Consumers.

Sifflet | Full Data Stack Observability for Data Engineers and Consumers

https://www.siffletdat

.com/

Sifflet allows you to get full visibility over data, metrics, metadata and lineage. Get ahead of data issues before they become business catastrophes.

Monte Carlo | Data Reliability Delivered

https://www.montecarlodat

.com/

Monte Carlo’s Data Observability platform increases trust in data by eliminating data downtime, so engineers innovate more and fix less.

Autopilot Testing Software for Business Intelligence Teams - BiG EVAL

https://bigeva

.com/

The software BiG EVAL combines Data Validation and Testing for data-centric projects for more reliability and value of enterprise data.

Datacoves | Managed dbt Enterprise DataOps Platform

https://datacove

.com/

Datacoves is an enterprise dbt DataOps platform with hosted VS Code and Airflow. Implement data management best practices without compromising data security.

Kensu | Observe data where it counts

http://www.kens

.io/

Kensu is a Data Observability solution that helps monitor data in real-time, cut resolution time in half, and restore trust in data.