Soda Alternatives (January 2026)

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.

3.7/5

813+ reviews

Reviewed on:

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.

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.

Telmai - AI-based Data Observability for Open Architecture

https://www.tel

.ai/

Telmai ensures that every data decision is based on reliable data. Telmai ensures data consistency across every sources system in your data pipeline.

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.

Great Expectations: have confidence in your data, no matter what • Great Expectations

https://greatexpectation

.io/

Explore how our end-to-end SaaS solution for your data quality process and unique Expectation-based approach to testing can help you build trust in your data.

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.

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.

Cloud Data Quality - Data Quality Management Tool | Informatica

https://www.informatic

.com/products/data-quality/cloud-data-quality-radar.html/

Cloud Data Quality is a cloud data management service that quickly identifies, fixes, and monitors data quality problems in business applications.