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EVALUATION GUIDE

Data Catalog Comparison Guide

We've defined a set of evaluation criteria based on real needs from modern data teams. These criteria go beyond technical specifications to help you navigate the landscape with confidence.

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Which data catalog is right for you?

Choose Dawiso if…

  • Your data catalog should double as a context layer for AI: knowledge graph, data modeling, MCP built in
  • One place for data assets, business terms, metrics and AI use cases. Beyond metadata tables.
  • Transparent, user-based pricing. No hidden fees. No mandatory implementation costs.
  • Go live in weeks. Your team picks it up without a training army.

Consider Collibra or Alation if…

  • You are a large enterprise with deep, process-heavy governance needs
  • You have dedicated implementation teams and long rollout timelines
  • You need a mature ecosystem with a large consulting partner network

Consider Open Metadata if…

  • Your team is highly technical and prefers open-source flexibility
  • You have in-house engineering capacity for customization and maintenance
  • Vendor lock-in is your primary concern

Coverage at a Glance

Dawiso Logo
98%
58/59 features
Collibra Logo
63%
37/59 features
Alation Logo
64%
38/59 features
Atlan Logo
68%
40/59 features
Secoda Logo
56%
33/59 features
data world Logo
53%
31/59 features
Open Metadata Logo
63%
37/59 features

Core Comparison

Key differentiators across all platforms

Data Catalog

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Business Glossary

Dawiso
Collibra
Alation
Atlan
Secoda Partial
data.world
Open Metadata

Data Modeling

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata Partial

Knowledge Graph

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata Partial

AI Chatbot

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

AI-driven Domain Creation

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

On-premises Support

Dawiso
Collibra
Alation
Atlan
Secoda
data.world Partial
Open Metadata

EU AI Act Compliance

Dawiso
Collibra
Alation
Atlan
Secoda Partial
data.world
Open Metadata

ISO 27001 Certificate

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Transparent Pricing

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Built for Business Users

Dawiso
Collibra
Alation
Atlan
Secoda Partial
data.world
Open Metadata Partial

Fast Adoption

Dawiso
Collibra
Alation Partial
Atlan
Secoda
data.world
Open Metadata Partial

Low-code Experience

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Features

Core capabilities for metadata management, data modeling, and governance.

Data Catalog

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Business Glossary

Dawiso
Collibra
Alation
Atlan
Secoda Partial
data.world
Open Metadata

Interactive Data Lineage

Dawiso
Collibra
Alation
Atlan
Secoda
data.world Partial
Open Metadata

Automated Metadata Scanning

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Role-based control / ownership

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Collaboration & commenting

Dawiso
Collibra
Alation
Atlan
Secoda
data.world Partial
Open Metadata

Custom workflows

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

API availability

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Data product support

Dawiso
Collibra
Alation
Atlan
Secoda
data.world Partial
Open Metadata

Data modeling

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata Partial

Conceptual modeling

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata Partial

AI models governance

Dawiso
Collibra
Alation
Atlan
Secoda
data.world Partial
Open Metadata Partial

Data quality integration

Dawiso
Collibra
Alation
Atlan
Secoda
data.world Partial
Open Metadata

Knowledge graph

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata Partial

AI & Automation

AI-powered features that accelerate documentation, discovery, and workflows.

AI-assisted documentation

Dawiso
Collibra Partial
Alation
Atlan
Secoda
data.world
Open Metadata

AI search / recommendation

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

AI Chatbot

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

AI-driven domain creation

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Fully customizable automated workflow notifications

Dawiso
Collibra
Alation Partial
Atlan Partial
Secoda Partial
data.world
Open Metadata Partial

Automatically ingest metadata

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Automated impact analysis

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Deployment & Integration

Cloud, on-prem, and hybrid options plus connectors to your data stack.

Custom scanner development

Dawiso
Collibra
Alation
Atlan
Secoda Partial
data.world Partial
Open Metadata

SaaS/cloud deployment

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

On-premises support

Dawiso
Collibra
Alation
Atlan
Secoda
data.world Partial
Open Metadata

Hybrid deployment

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Integration with Snowflake

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Integration with Azure

Dawiso
Collibra
Alation
Atlan
Secoda Partial
data.world
Open Metadata

Integration with dbt

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Integration with BI tools (e.g.,Tableau, Power BI)

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Integration with Keboola

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Integration with Jira

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Integration with Slack

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Integration with Teams

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Usability & Adoption

How quickly teams can onboard, customize, and see real value.

Built for business users in mind

Dawiso
Collibra
Alation
Atlan
Secoda Partial
data.world
Open Metadata Partial

Ease of Use

Dawiso
Collibra
Alation Partial
Atlan Partial
Secoda
data.world Partial
Open Metadata Partial

Highly customizable

Dawiso
Collibra Partial
Alation
Atlan
Secoda
data.world Partial
Open Metadata

Customer support

Dawiso
Collibra Partial
Alation
Atlan
Secoda
data.world
Open Metadata

Custom apps development

Dawiso
Collibra Partial
Alation
Atlan
Secoda
data.world
Open Metadata

Fast adoption

Dawiso
Collibra
Alation Partial
Atlan
Secoda
data.world
Open Metadata Partial

Marketplace availability

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Academy, training, guidance

Dawiso
Collibra
Alation
Atlan
Secoda Partial
data.world
Open Metadata

Ready to see Dawiso in action?

See how Dawiso compares in a live, personalized walkthrough.

Compliance & Governance

Regulatory frameworks, certifications, and security standards.

EU AI Act compliance

Dawiso
Collibra
Alation
Atlan
Secoda Partial
data.world
Open Metadata

Other compliance frameworks (e.g., GDPR, HIPAA, BCBS 239)

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata Partial

SOC 2 Type II Cybersecurity compliance

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

ISO 27001 Security Certificate

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

ISO 27018 Security Certificate

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Pricing & Scalability

Pricing transparency, SME suitability, and hidden cost comparison.

Transparent pricing

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Base plan price under $250/month

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Suitable for SMEs

Dawiso
Collibra
Alation
Atlan
Secoda
data.world Partial
Open Metadata Partial

Implementation fees

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata Partial

Unlimited integrations

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Unlimited data sets

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Flexible, user-based pricing

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata Partial

Export Capabilities

Supported formats for exporting data, diagrams, and documentation.

MS Excel

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

REST API

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

DB API

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Word

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

PDF

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

PNG (diagrams)

Dawiso
Collibra
Alation
Atlan
Secoda
data.world
Open Metadata

Why Dawiso stands out

Key capabilities that set Dawiso apart from other data catalogs.
Context Layer for AI

Context Layer for AI

Connect data assets, business terms, metrics and AI use cases in one place. Knowledge graph, data modeling, and MCP built in.
Transparent Pricing

Transparent Pricing

User-based pricing with no hidden fees, no implementation costs. Start under $250/month and scale without budget surprises.
Fast Adoption

Fast Adoption

Go live in weeks, not months. Intuitive UI, low-code customization, and minimal training needed for both business and technical users.

Frequently Asked Questions

Everything you need to know about the comparison. Can't find the answer you're looking for? Contact us and we will answer you in a short time
Toggle answer
How customizable is the platform to match our specific workflows, terminology, and governance needs?

Dawiso is probably the most customizable and flexible catalog on the market. Thanks to its low-code capabilities, the platform can be tailored quickly and precisely to fit your organization's specific needs.

You can configure nearly every aspect of Dawiso and create your own templates:

  • Use your own terminology, naming conventions, and classifications.
  • Adapt workflows and governance processes to match how your teams actually work
  • Define your own data models and documentation structures.

Ensures flexibility, so the tool adapts to your organization, not the other way around.

Toggle answer
Does the platform go beyond traditional governance to support business metadata, structured documentation, and data modeling?

Yes, Dawiso goes beyond traditional governance functions. It supports business metadata through a dynamic business glossary, enables structured AI-powered documentation with customizable templates and defined relationships between data assets. Also includes both data and conceptual modeling features for organizing entities, attributes, and domains. Conceptual modeling allows you to visualize business processes, making complex structures easier to understand. This comprehensive approach creates a clear, business-aligned view of your data, not just a technical metadata repository.

Toggle answer
Can the solution scale affordably, or will licensing costs limit broader adoption?

Yes. We use a user-based pricing model, we don't charge extra for additional use cases, databases, or tools generating metadata. You only pay for real users, not for growing your data landscape. Also, avoid expensive fees that restrict access to key contributors. See our pricing plans: /pricing

Toggle answer
What factors should I consider when deciding on a data management solution?

Specific needs: evaluate the organization's specific data management requirements. Ask the following questions:

  • Do you need a comprehensive solution?
  • Do I need a solution focused on technical aspects or knowledge management?
  • How big is my data team? How many people do I need access for?
  • Does it fit into my technical data stack?

If you're already at a higher data governance maturity level, you can opt for a more developed solution that offers more features.

Budget and resources: assess your budget and tell yourself how many people you need seats for. When you buy a data solution, you are buying several licenses. You need to determine how many seats and viewers you need to include in the process, which will determine the final price of the product. For smaller businesses, "large-scale complexity" solutions can be expensive and resource-intensive. For beginners, it's better to look for more affordable all-in-one basic packages to help them get from maturity 0 to higher levels of data governance maturity.

Answer the questions:

  • How many seats do I need to purchase?
  • How many people do I need access for (viewers)

User-friendliness: consider the ease of implementation and user-friendliness of the solution. An overly complex system may hinder adoption. It is better to choose a simpler solution (definitely when you want to just start with governance). Clients often already think about where they will be in three years when choosing a solution, and solutions offering basic features seem insufficient. Which is unfortunate thinking if they are still on maturity level one and want to behave like someone two or three levels above. The important thing is to learn how to work with these tools first, which is usually harder with more complex tools.

  • What stage of data governance maturity am I at?
  • Can my company handle the implementation of the solution under consideration?

Regulatory requirements: consider the needs of your industry and compliance. Does the tool help me to comply with all regulations?

Toggle answer
Is the Dawiso platform designed for both business and technical users, or just governance teams?

Yes, it's designed for everyone in your organization, not just data specialists. The platform is designed to be intuitive and accessible, allowing business users to easily find, understand, and work with data, while also providing the depth and flexibility that technical teams need for advanced metadata management, lineage analysis, and integration. By bridging the gap between business and IT, Dawiso supports true cross-functional collaboration around data.

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