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# Collibra vs Databricks Comparison - What are their main differences?

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CollibraDatabricks[+ Add Product](#)

Pricing

**Collibra**
Free Trial

**Contact Vendor for Pricing** Per Feature Per Year · Basic

**Databricks**
Free Trial

**$99.00** Per Feature Per Month · Basic

**Pricing Insights**
from reviews

Perceived Cost

**Collibra**
$$$$$

**Databricks**
$$$$$

Average Discount

**Collibra**
10%

**Databricks**
14%4% more

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Time to Implement

**Collibra** 6 months
Based on 100 responses

**Databricks** 6 months
Based on 100 responses

Return on Investment

**Collibra** 6 months
Based on 100 responses

**Databricks** 6 months
Based on 100 responses

## Collibra vs. Databricks Comparison Summary

Generated using AI

- **G2 reviewers report** that Databricks excels in user satisfaction, boasting a significantly higher overall score compared to Collibra. Users appreciate features like the lakebase, which simplifies database management, making it easier to maintain compared to self-hosted solutions.
- **Users say** that Databricks offers a more intuitive setup process, with many highlighting the straightforward onboarding experience. This contrasts with Collibra, where some users have noted challenges in configuration and setup, indicating a steeper learning curve.
- **Reviewers mention** that Databricks shines in collaboration capabilities, particularly with its real-time features that enhance teamwork, especially for remote groups. In comparison, while Collibra provides customizable asset management, it lacks the same level of collaborative functionality that users find valuable in Databricks.
- **According to verified reviews** , Databricks is praised for its robust integration of machine learning within workflows, which users find beneficial for optimizing data processes. Collibra, while offering deep integration capabilities, does not match the same level of workflow optimization that Databricks provides.
- **Users highlight** that Databricks offers superior data modeling and visualization tools, with many appreciating the ease of creating dashboards. In contrast, Collibra's visualization features are seen as less effective, with users expressing a desire for more robust options.
- **G2 reviewers note** that Databricks provides excellent support quality, with users feeling well-supported throughout their experience. Collibra, while also receiving positive feedback for support, does not reach the same level of satisfaction, indicating room for improvement in this area.

**Pros & Cons**
from reviews

**Collibra**

Features (14)

Ease of Use (13)

Limited Functionality (8)

Complexity Issues (7)

**Databricks**

Features (288)

Ease of Use (278)

Learning Curve (112)

Expensive (97)

Integrations

**Collibra**
Not enough data

**Databricks**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_f6ee5c9dddbf5c28b136829c8782ed1b/slack.png "Product Avatar Image")

Slack

](https://www.g2.com/products/slack/reviews)[
View all
](https://www.g2.com/products/databricks/integrations)

Screenshots

**Collibra**
 ![Collibra screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/133370/Screen-Shot-2020-04-14-at-1.10.39-PM.png)

**Databricks**
 ![Databricks screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1231334/automated-etl-processing-img.png)

**Ratings**
from reviews

Meets Requirements

**Collibra**

**8.3** /10

Based on 89 responses

**Databricks**

**9.0** /10

Based on 683 responses

Ease of Use

**Collibra**

**8.0** /10

Based on 91 responses

**Databricks**

**8.8** /10

Based on 1,070 responses

Ease of Setup

**Collibra**

**7.7** /10

Based on 70 responses

**Databricks**

**8.4** /10

Based on 918 responses

Ease of Admin

**Collibra**

**8.0** /10

Based on 67 responses

**Databricks**

**8.4** /10

Based on 203 responses

Quality of Support

**Collibra**

**8.2** /10

Based on 91 responses

**Databricks**

**8.7** /10

Based on 667 responses

Has the product been a good partner in doing business?

**Collibra**

**8.7** /10

Based on 68 responses

**Databricks**

**8.9** /10

Based on 206 responses

Product Direction (% positive)

**Collibra**

**9.3** /10

Based on 87 responses

**Databricks**

**9.6** /10

Based on 673 responses

**Features**
ratings from reviews

Data Governance

**7.5** /10

Based on 70 responses

**8.8** /10

Based on 144 responses

Business Intelligence

Not enough data

**8.9** /10

Based on 399 responses

Data Visualization

Not enough data

**9.5** /10

Based on 44 responses

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Analytics Platforms

Not enough data

**9.2** /10

Based on 404 responses

Machine Learning Data Catalog

**7.7** /10

Based on 11 responses

Not enough data

ETL Tools

Not enough data

**9.0** /10

Based on 220 responses

MLOps Platforms

Not enough data

**9.0** /10

Based on 99 responses

Data Privacy Management

**8.3** /10

Based on 23 responses

Not enough data

Privacy Impact Assessment (PIA)

**7.6** /10

Based on 9 responses

Not enough data

Sensitive Data Discovery

**7.5** /10

Based on 18 responses

Not enough data

Data Science and Machine Learning Platforms

Not enough data

**8.7** /10

Based on 244 responses

Data Warehouse

Not enough data

**8.9** /10

Based on 245 responses

DataOps Platforms

Not enough data

**9.1** /10

Based on 102 responses

Active Metadata Management

**7.7** /10

Based on 37 responses

Not enough data

Generative AI Infrastructure

Not enough data

**9.5** /10

Based on 31 responses

AI Agent Builders

Not enough data

**10.0** /10

Based on 22 responses

Big Data Processing and Distribution

Not enough data

**9.0** /10

Based on 542 responses

Big Data Analytics

Not enough data

**8.9** /10

Based on 286 responses

Data Subject Access Request (DSAR)

**7.9** /10

Based on 16 responses

Not enough data

Data Quality

**7.9** /10

Based on 21 responses

Not enough data

Big Data

Not enough data

**8.7** /10

Based on 367 responses

User Insights

**Reviewers' Company Size**

Small-Business(50 or fewer emp.)
9.9%

Mid-Market(51-1000 emp.)
18.8%

Enterprise(\> 1000 emp.)
71.3%

Small-Business(50 or fewer emp.)
9.9%

Mid-Market(51-1000 emp.)
18.8%

Enterprise(\> 1000 emp.)
71.3%

Small-Business(50 or fewer emp.)
15.3%

Mid-Market(51-1000 emp.)
37.7%

Enterprise(\> 1000 emp.)
47.0%

Small-Business(50 or fewer emp.)
15.3%

Mid-Market(51-1000 emp.)
37.7%

Enterprise(\> 1000 emp.)
47.0%

**Reviewers' Industry**

[![Collibra](https://images.g2crowd.com/uploads/product/hd_favicon/e60286dbdf38c65ae3dae9ac03b00d4a/collibra.svg "Collibra")](https://www.g2.com/products/collibra/reviews)
Collibra

Financial Services
11.9%

Banking
8.9%

Pharmaceuticals
7.9%

Telecommunications
5.9%

Insurance
5.9%

Other
59.4%

[![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks")](https://www.g2.com/products/databricks/reviews)
Databricks

Information Technology and Services
13.5%

Financial Services
11.9%

Computer Software
7.7%

Consulting
4.8%

Manufacturing
4.7%

Other
57.4%

Alternatives

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**Databricks Alternatives**

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