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Collibra Data Quality & Observability review

#13 in Data Quality ToolsScore 7.4/10Checked Nov 15, 2026By BestSoftwareGuides Editorial Team

Collibra Data Quality & Observability is a data quality monitoring with ML-generated adaptive rules, tied into the Collibra governance and catalog platform. It ranks #13 of 17 in our data quality tools list (7.4/10). Best for enterprises already using Collibra for data governance and cataloging.

Also ranked in Data Monitoring Testing Tools (#12, 7.8/10).

Price: Quote-only pricing.

Visit Collibra Data Quality & ObservabilityFull pricingAlternatives

What Collibra Data Quality & Observability is

Collibra Data Quality & Observability profiles datasets and uses machine learning to create adaptive rules that flag shifts in nulls, row counts, schema, min/max/mean values and uniqueness, alongside user-defined SQL rules. Quality scores feed Collibra's catalog, policies and lineage, and notifications go to the Collibra Notification Center, Slack and Microsoft Teams.

Pros and cons

Where it wins
  • Adaptive rules learn a baseline from column profiling, so no manual thresholds are needed for common checks
  • Jobs can run on the warehouse's own compute (no data egress) or on a dedicated Spark engine
  • Lineage shows upstream causes and downstream products and owners affected by an issue
  • Issue workflows can be handled in Collibra or in Jira and ServiceNow
Where it falls short
  • No published pricing; demo request only
  • No dedicated freshness monitor among the out-of-the-box monitor types
  • Most value comes when used with the wider Collibra platform
  • Data cleansing is not described as a product feature

Collibra Data Quality & Observability pricing

Collibra Data Quality & Observability pricing plans
PlanBilled annuallyBilled monthlyAnnual savingNotes
EnterpriseCustom quoteCustom quote—Quote only; page offers platform tour and demo request

USD, per user per month unless noted. "—" means the price is not published or we could not confirm it. Last checked Nov 15, 2026. Status: verified on Collibra Data Quality & Observability's pricing page.

Key facts

Free planNo
Free trialNot advertised
Paid fromQuote-only (contact sales)
Minimum seats1
PlatformsCloud (SaaS), Self-hosted
Data profilingYes
Custom rule checksYes
ML anomaly detectionYes
Data cleansing / correctionNot confirmed
Open sourceNo
Facts checkedNov 15, 2026 · verified on the vendor's own site (source)

Also ranked in

Collibra Data Quality & Observability is ranked in 2 of our lists: #13 of 17 in Data Quality Tools, and:

#12 of 12 in Data Monitoring Testing Tools
Score 7.8/10

Collibra Data Quality & Observability alternatives

iceDQ 7.8/10
Enterprise QA and data teams testing ETL pipelines, migrations and BI reports
Soda 8.7/10
Data engineering teams that want data contracts and pipeline tests with a free tier and published team price
Deequ 8.4/10
Spark and Scala/Python engineers validating large datasets in batch pipelines
Elementary 8.4/10
Analytics engineering teams that build with dbt
Informatica Data Quality & Observability 8.2/10
Large enterprises already using Informatica IDMC or PowerCenter
Great Expectations (GX Core) 7.9/10
Python data engineers who want code-defined data tests in pipelines at no license cost
Acceldata Data Observability Cloud (ADOC) 7.8/10
Enterprises that want data quality monitoring and warehouse/lakehouse cost monitoring in one product
Ataccama ONE 7.8/10
Large and regulated organizations that want data quality, MDM and governance in one platform
BiG EVAL NX³ 7.8/10
Regulated enterprises (banking, insurance, retail) automating data tests at scale
Qlik Talend Data Quality 7.8/10
Organizations using Qlik or Talend for data integration that want quality built into pipelines
Anomalo 7.4/10
Enterprises that want unsupervised anomaly detection without writing many rules, including in their own VPC
Bigeye 7.4/10
Enterprises with a mix of cloud warehouses and legacy systems (Oracle, DB2, Netezza, SSIS, DataStage)
Experian Aperture Data Studio 7.4/10
Organizations cleaning customer and contact data (addresses, emails, phone numbers) at scale
RightData DataTrust 7.4/10
Enterprises reconciling data across migrations, ETL pipelines and financial controls
Monte Carlo 7/10
Mid-size and large data teams that want automated monitoring across a warehouse, ETL and BI stack
Sifflet 7/10
Data teams that want observability and a data catalog in one tool, including regulated firms needing self-hosting

Frequently asked questions

How much does Collibra Data Quality & Observability cost?

Collibra Data Quality & Observability has no free plan; paid plans are quote-only (contact Collibra Data Quality & Observability sales). Prices last checked Nov 15, 2026.

Is Collibra Data Quality & Observability free?

No. Collibra Data Quality & Observability has no permanent free plan.

What are the best Collibra Data Quality & Observability alternatives?

Soda (8.7/10), Deequ (8.4/10), Elementary (8.4/10) are the highest-scoring alternatives in our data quality tools ranking.

Sources