Head-to-head · Data as a Service (DaaS) Software
Collibra vs Quest Data Quality
Our verdict
- Highest scoreCollibra · 8.2/10
Collibra scores higher on our rubric for data as a service (daas) software: 8.2 against 7.9 out of 10; our editors rank them #4 and #6.
Collibra is the better fit for enterprises prioritizing governance with data discovery. Quest Data Quality is the better fit for enterprises focused on data quality and observability.
- Collibra fits best
Enterprises prioritizing governance with data discovery
- Quest Data Quality fits best
Enterprises focused on data quality and observability
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
Side by side
| Feature | Collibra 8.2/10 Visit ↗ | Quest Data Quality 7.9/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | 8.2 | 7.9 |
| Ranking | #4 in Data as a Service (DaaS) Software | #6 in Data as a Service (DaaS) Software |
| Best for | Enterprises prioritizing governance with data discovery | Enterprises focused on data quality and observability |
| Pricing model | Paid | Paid |
| Starting price | Pricing on request | Pricing on request |
| Free plan | Not checked yet | Not checked yet |
| Free trial | — | — |
| Deployment | Cloud, Self-hosted | Cloud |
| Platforms | Web | Web |
| Support | Email, Tickets, Community, Docs | Docs |
| Integrations | 100+ integrations | 100+ integrations |
| Built for | Enterprise | Enterprise, Mid-market |
| Features Collibra 0/3 · Quest Data Quality 0/3 | ||
| Data marketplace | Not checked yet | Not checked yet |
| Data products | Not checked yet | Not checked yet |
| Usage metering | Not checked yet | Not checked yet |
| Specs | ||
| Delivery methods | Not checked yet | Not checked yet |
| Access controls | Not checked yet | Not checked yet |
| Supported clouds | Not checked yet | Not checked yet |
| Our review | ||
| Pros |
|
|
| Cons |
|
|
| Our verdict | Collibra is an enterprise data and AI governance platform for organizations that need to discover, understand, govern and protect data across complex environments. Its portfolio combines a data catalog and metadata inventory with… Read the review → |
Reliable analytics and governance depend on trustworthy inputs. Quest Data Quality focuses on profiling, assessing, monitoring, and remediating data for governance teams, data engineers, analysts, and business users. It is aimed at… Read the review → |
Strengths and trade-offs
Collibra — where it wins
- Combines cataloging, governance workflows, lineage, quality and privacy controls.
- Marketplace helps users discover and request trusted data products.
- Supports cloud or self-hosted deployment, APIs and 100 integrations.
Where it doesn't
- Contact-sales pricing makes plan costs harder to compare upfront.
- Governance is more central than data exchange and delivery transactions.
- Enterprise focus may be more than teams seeking a narrow data marketplace.
Quest Data Quality — where it wins
- Profiles sources, generates quality rules, and scores data.
- Monitors quality drift and anomalies across platforms.
- Supports curation, parsing, and remediation workflows.
Where it doesn't
- Does not center on data marketplace or exchange workflows.
- Pricing requires contacting sales.
- Support is listed through documentation.
- Collibra8.2/10 · Pricing on request
A governance-led data marketplace for enterprises managing complex data environments.
Visit CollibraFull verdict → - Quest Data Quality7.9/10 · Pricing on request
A data-quality and observability suite for enterprises, not a data exchange marketplace.
Visit Quest SoftwareFull verdict →
More comparisons
- AWS Data Exchange vs Collibra
- AWS Data Exchange vs Quest Data Quality
- Actian Enterprise Data Marketplace vs Collibra
- Actian Enterprise Data Marketplace vs Quest Data Quality
- Dawex Data Exchange Solution vs Collibra
- Dawex Data Exchange Solution vs Quest Data Quality
- Collibra vs IBM watsonx.data
- Collibra vs Harbr
All data as a service (DaaS) software comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update





