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43 Ratings

Databricks Lakehouse Platform

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43 Ratings
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Score 8.6 out of 100
39 Ratings
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Score 7.9 out of 100

Likelihood to Recommend

Databricks Lakehouse Platform

[Databricks Lakehouse Platform (Unified Analytics Platform)] makes the power of Spark accessible. Databricks's proactive and customer-centric service. It is a highly adaptable solution for data engineering, data science, and AI. Load times are not consistent and no ability to restrict data access to specific users or groups.
Gilrod Maerina | TrustRadius Reviewer

KNIME Analytics Platform

[KNIME Analytics] is greatly suited for repetitive tasks one has to perform in excel as it automates these mundane tasks. [KNIME Analytics] is also well suited for creating a seamless connection with other BI tools to enable hands-free file sharing. [KNIME Analytics] has improvements to make on the overall User interface, its data visualization package and advanced level of AI-related tasks such as text mining,
Anonymous | TrustRadius Reviewer

Feature Rating Comparison

Platform Connectivity

Databricks Lakehouse Platform
KNIME Analytics Platform
7.4
Connect to Multiple Data Sources
Databricks Lakehouse Platform
KNIME Analytics Platform
7.5
Extend Existing Data Sources
Databricks Lakehouse Platform
KNIME Analytics Platform
7.3
Automatic Data Format Detection
Databricks Lakehouse Platform
KNIME Analytics Platform
7.6
MDM Integration
Databricks Lakehouse Platform
KNIME Analytics Platform
7.1

Data Exploration

Databricks Lakehouse Platform
KNIME Analytics Platform
5.4
Visualization
Databricks Lakehouse Platform
KNIME Analytics Platform
5.2
Interactive Data Analysis
Databricks Lakehouse Platform
KNIME Analytics Platform
5.6

Data Preparation

Databricks Lakehouse Platform
KNIME Analytics Platform
6.9
Interactive Data Cleaning and Enrichment
Databricks Lakehouse Platform
KNIME Analytics Platform
7.4
Data Transformations
Databricks Lakehouse Platform
KNIME Analytics Platform
7.8
Data Encryption
Databricks Lakehouse Platform
KNIME Analytics Platform
6.0
Built-in Processors
Databricks Lakehouse Platform
KNIME Analytics Platform
6.4

Platform Data Modeling

Databricks Lakehouse Platform
KNIME Analytics Platform
5.4
Multiple Model Development Languages and Tools
Databricks Lakehouse Platform
KNIME Analytics Platform
5.7
Automated Machine Learning
Databricks Lakehouse Platform
KNIME Analytics Platform
5.2
Single platform for multiple model development
Databricks Lakehouse Platform
KNIME Analytics Platform
5.5
Self-Service Model Delivery
Databricks Lakehouse Platform
KNIME Analytics Platform
5.3

Model Deployment

Databricks Lakehouse Platform
KNIME Analytics Platform
5.7
Flexible Model Publishing Options
Databricks Lakehouse Platform
KNIME Analytics Platform
6.2
Security, Governance, and Cost Controls
Databricks Lakehouse Platform
KNIME Analytics Platform
5.2

Pros

Databricks Lakehouse Platform

  • Process raw data in One Lake (S3) env to relational tables and views
  • Share notebooks with our business analysts so that they can use the queries and generate value out of the data
  • Try out PySpark and Spark SQL queries on raw data before using them in our Spark jobs
  • Modern day ETL operations made easy using Databricks. Provide access mechanism for different set of customers
Anonymous | TrustRadius Reviewer

KNIME Analytics Platform

  • Easy to use without much knowledge of coding.
  • Connection to other languages such as JS, R, Python, etc.
  • Workflow is displayed as connected nodes which makes it easy to troubleshoot and visualize.
  • Open-source.
  • Have a decent size community that supports Q&A.
Ivan Cui | TrustRadius Reviewer

Cons

Databricks Lakehouse Platform

  • Better Localized Testing
  • When they were primarily OSS Spark; it was easier to test/manage releases versus the newer DB Runtime. Wish there was more configuration in Runtime less pick a version.
  • Graphing Support went non-existent; when it was one of their compelling general engine.
Anonymous | TrustRadius Reviewer

KNIME Analytics Platform

  • It does not have proper visualization.
  • Some other BI tools (QlikView) have much easier functions for data interaction.
  • Some other BI tools (Tableau) can be set up much faster.
  • It is not an easy tool to use for non-tech savvy staff.
Anonymous | TrustRadius Reviewer

Likelihood to Renew

Databricks Lakehouse Platform

No score
No answers yet
No answers on this topic

KNIME Analytics Platform

KNIME Analytics Platform 8.0
Based on 1 answer
I am happy with the product. It provides the required functionality.
Anonymous | TrustRadius Reviewer

Usability

Databricks Lakehouse Platform

Databricks Lakehouse Platform 8.0
Based on 2 answers
Because it is an amazing platform for designing experiments and delivering a deep dive analysis that requires execution of highly complex queries, as well as it allows to share the information and insights across the company with their shared workspaces, while keeping it secured.

in terms of graph generation and interaction it could improve their UI and UX
Anonymous | TrustRadius Reviewer

KNIME Analytics Platform

KNIME Analytics Platform 8.0
Based on 1 answer
It performs all the required functions.
Anonymous | TrustRadius Reviewer

Support Rating

Databricks Lakehouse Platform

Databricks Lakehouse Platform 5.0
Based on 1 answer
I have not had the need of support from Databricks [Lakehouse Platform] team itself to the date
Anonymous | TrustRadius Reviewer

KNIME Analytics Platform

KNIME Analytics Platform 6.9
Based on 4 answers
Since it is relatively new, there has not developed a vast previously asked/frequently asked questions library that comes up when you google an issue you come across with. This will happen only in time, and as the community grows. Because of the same reason, the community is not big. Consequently, it is possible not to receive good, fast responses to asked questions in community hubs and forums.
Anonymous | TrustRadius Reviewer

Alternatives Considered

Databricks Lakehouse Platform

Databricks has a much better edge than Synapse in hundred different ways. Databricks has Photon engine, faster available release in cloud and databricks does not run on Open source spark version so better optimization, better performance and better agility and all kind of performance boost can be achieved in Databricks rather Open source synapse spark
Anonymous | TrustRadius Reviewer

KNIME Analytics Platform

  • Alteryx : allows for generally "data" knowledgeable workers to easily implement and develop a data model in an automated fashion. The collaboration tools built in also make is easy for members to share work, best practices, and custom modules
  • Alteryx is not cloud based solution where as KNIME Analytics has that
  • Alteryx was selected due to better user interface and better in data analytics
Anonymous | TrustRadius Reviewer

Return on Investment

Databricks Lakehouse Platform

  • Machine learning is a very new concept and not many universities offer to teach it. My school and a few others have been utilizing Databricks as one of the tools to teach and learn machine learning. By doing this, my university is creating a strong future workforce for the job market.
Ann Le | TrustRadius Reviewer

KNIME Analytics Platform

  • It is suited for data mining or machine learning work but If we're looking for advanced stat methods such as mixed effects linear/logistics models, that needs to be run through an R node.
  • Thinking of our peers with an advanced visualization techniques requirement, it is a lagging product.
Rohit Narang | TrustRadius Reviewer

Pricing Details

Databricks Lakehouse Platform

General

Free Trial
Free/Freemium Version
Premium Consulting/Integration Services
Entry-level set up fee?
No

Databricks Lakehouse Platform Editions & Modules

Edition
Standard$0.071
Premium$0.101
Enterprise$0.131
  1. Per DBU
Additional Pricing Details

KNIME Analytics Platform

General

Free Trial
Free/Freemium Version
Premium Consulting/Integration Services
Entry-level set up fee?
No

KNIME Analytics Platform Editions & Modules

Additional Pricing Details

Rating Summary

Likelihood to Recommend

Databricks Lakehouse Platform
8.6
KNIME Analytics Platform
7.5

Likelihood to Renew

Databricks Lakehouse Platform
KNIME Analytics Platform
8.0

Usability

Databricks Lakehouse Platform
8.0
KNIME Analytics Platform
8.0

Support Rating

Databricks Lakehouse Platform
5.0
KNIME Analytics Platform
6.9

Implementation Rating

Databricks Lakehouse Platform
KNIME Analytics Platform
8.0

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