Collibra is one of the most comprehensive data-governance platforms, with a deep business glossary, centralized metadata management, policy management and automated lineage that large enterprises rely on. That breadth comes with a steep learning curve and premium pricing that reviewers note can be heavy for smaller teams.
Pros & cons
Pros
- Robust, enterprise-grade governance with centralized metadata management
- Automated lineage tracking suited to highly regulated industries
Cons
- – Steep learning curve and complex initial setup
- – Roles and responsibilities can feel unclear, pulling in too many people
What users really rate it
Our 4.2/5 consensus is weighted by review volume across the public sources below (captured Jul 2026). We aggregate the numbers rather than send you off to a single site.
| Source | Rating | Reviews |
|---|---|---|
| G2 | 4.2 / 5 | 102 |
| Capterra | 4.6 / 5 | 9 |
| Consensus | 4.2 / 5 | 111 total |
Key features
- Data catalog & glossary
- Lineage tracking
- Policy/access governance
- ◑ Data quality monitoring (add-on/tier)
- ◑ Privacy/PII discovery (add-on/tier)
- Warehouse/BI integrations
How Collibra compares
See Collibra next to the other Data Governance Software we reviewed:
AtlanOur score 89/100 · 4.5/5 users
data.worldOur score 85/100 · 4.3/5 users
AlationOur score 83/100 · 4.4/5 users
InformaticaOur score 80/100 · 4.3/5 users
See the full Data Governance Software comparison
Collibra head-to-head
Direct comparisons with the alternatives buyers weigh most:
How we rate Collibra. The user rating is a consensus we calculate across public review platforms (weighted by volume); our score is a transparent 100-point rubric. We may earn a commission if you sign up through our link, at no cost to you — it never affects our rating. Read our methodology →
Ready to try Collibra?
Check current pricing and plans on the official site.