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Ranked on the record · 14 apps

Best Data Observability Tools 2026

This list covers data observability tools and the ways they are offered. It helps buyers compare plans, trials and deployment choices.

The page orders entries by newest release, using figures published by makers and no scoring.

01

Soda is aimed at data engineers, data producers and consumers, governance teams, and platform teams.

Free plan From $750 usage-based WebLinuxAPISelf-hosted
Record4.9 Visit site The record
02

Metaplane

Metaplane may suit teams that want to monitor data quality across connected warehouses and analytics tools.

WebAPI
Record4.5 Visit
03

OpenMetadata

It suits organizations seeking a data catalog and governance platform that connects technical assets with business definitions and organizational knowledge.

WebAPISelf-hosted
Record4.2 Visit
6
Informatica Cloud Data Quality
Web — Record2.4 Visit
7
Anomalo
Web — Record2.3 Visit
8
Validio
— Record2.3 Visit
9
Lightup
— Record2.2 Visit
10
Acceldata
— Record2.1 Visit
11
Bigeye
— Record2.1 Visit
12
Elementary
— Record2.1 Visit
13
Qualytics
— Record2.1 Visit
14
Sifflet
— Record2.1 Visit

Before you choose

Compare plan types

Look for products on this list that provide a no-cost plan. Paid plans also appear, with pricing shown as a request or as a published amount.

Metaplane is marked as having a free plan. OpenMetadata is marked free and open source. AI Governance by Decube shows an annual price starting at $175 per user per month.

Check trial terms

Trial periods differ by product: Anomalo and Informatica Cloud Data Quality show 30 days, while Datafold and Metaplane show 14 days.

Check whether a trial fits your evaluation window before choosing a paid plan.

Match your platform

Across the list, deployments include web, API, self-hosted and Linux options. Before selecting a product, verify that it supports the deployment you require.

Review code access

If open-source software matters, check the product's pricing and licensing notes. OpenMetadata is marked open source, while other entries use paid or request-based pricing notes.

Questions

Are any entries offered at no cost?
Yes. Metaplane and OpenMetadata are marked as offering a free plan.
Which products show trial periods?
Anomalo and Informatica Cloud Data Quality show 30-day trials, while Datafold and Metaplane show 14-day trials.
Where can these tools run?
Listed deployment environments include web, API, self-hosted and Linux.
What pricing is shown for AI Governance by Decube?
The listing marks it as paid, starting at $175 per user per month on an annual term.
Are Acceldata's plan prices published?
Acceldata shows PRO and ENTERPRISE plans, with prices available on request.

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