What users are saying about
14 Ratings
<a href='https://www.trustradius.com/static/about-trustradius-scoring' target='_blank' rel='nofollow noopener'>trScore algorithm: Learn more.</a>Score 7.3 out of 100
Based on 14 reviews and ratings
16 Ratings
<a href='https://www.trustradius.com/static/about-trustradius-scoring' target='_blank' rel='nofollow noopener'>trScore algorithm: Learn more.</a>Score 8.7 out of 100
Based on 16 reviews and ratings
Feature Set Ratings
Platform Connectivity
7.5
Data Science Workbench
75%
Mode
Feature Set Not Supported
N/A
Cloudera Data Science Workbench ranks higher in 4/4 features
Cloudera Data Science Workbench ranks higher in 4/4 features
Connect to Multiple Data Sources
7.0
70%
2 Ratings
N/A
0 Ratings
Extend Existing Data Sources
8.0
80%
2 Ratings
N/A
0 Ratings
Automatic Data Format Detection
7.0
70%
2 Ratings
N/A
0 Ratings
MDM Integration
8.0
80%
2 Ratings
N/A
0 Ratings
Data Exploration
7.6
Data Science Workbench
76%
Mode
Feature Set Not Supported
N/A
Cloudera Data Science Workbench ranks higher in 2/2 features
Cloudera Data Science Workbench ranks higher in 2/2 features
Visualization
7.1
71%
2 Ratings
N/A
0 Ratings
Interactive Data Analysis
8.0
80%
2 Ratings
N/A
0 Ratings
Data Preparation
7.8
Data Science Workbench
78%
Mode
Feature Set Not Supported
N/A
Cloudera Data Science Workbench ranks higher in 4/4 features
Cloudera Data Science Workbench ranks higher in 4/4 features
Interactive Data Cleaning and Enrichment
7.0
70%
2 Ratings
N/A
0 Ratings
Data Transformations
8.0
80%
2 Ratings
N/A
0 Ratings
Data Encryption
8.0
80%
2 Ratings
N/A
0 Ratings
Built-in Processors
8.0
80%
2 Ratings
N/A
0 Ratings
Platform Data Modeling
7.6
Data Science Workbench
76%
Mode
Feature Set Not Supported
N/A
Cloudera Data Science Workbench ranks higher in 4/4 features
Cloudera Data Science Workbench ranks higher in 4/4 features
Multiple Model Development Languages and Tools
8.0
80%
2 Ratings
N/A
0 Ratings
Automated Machine Learning
7.0
70%
1 Rating
N/A
0 Ratings
Single platform for multiple model development
7.1
71%
2 Ratings
N/A
0 Ratings
Self-Service Model Delivery
8.1
81%
2 Ratings
N/A
0 Ratings
Model Deployment
8.0
Data Science Workbench
80%
Mode
Feature Set Not Supported
N/A
Cloudera Data Science Workbench ranks higher in 2/2 features
Cloudera Data Science Workbench ranks higher in 2/2 features
Flexible Model Publishing Options
8.1
81%
2 Ratings
N/A
0 Ratings
Security, Governance, and Cost Controls
7.8
78%
2 Ratings
N/A
0 Ratings
BI Standard Reporting
Data Science Workbench
Feature Set Not Supported
N/A
8.3
Mode
83%
Mode ranks higher in 3/3 features
Mode ranks higher in 3/3 features
Pixel Perfect reports
N/A
0 Ratings
9.2
92%
4 Ratings
Customizable dashboards
N/A
0 Ratings
8.1
81%
7 Ratings
Report Formatting Templates
N/A
0 Ratings
7.6
76%
7 Ratings
Ad-hoc Reporting
Data Science Workbench
Feature Set Not Supported
N/A
8.4
Mode
84%
Mode ranks higher in 4/4 features
Mode ranks higher in 4/4 features
Drill-down analysis
N/A
0 Ratings
8.0
80%
6 Ratings
Formatting capabilities
N/A
0 Ratings
8.0
80%
7 Ratings
Integration with R or other statistical packages
N/A
0 Ratings
8.5
85%
6 Ratings
Report sharing and collaboration
N/A
0 Ratings
9.0
90%
6 Ratings
Report Output and Scheduling
Data Science Workbench
Feature Set Not Supported
N/A
8.0
Mode
80%
Mode ranks higher in 5/5 features
Mode ranks higher in 5/5 features
Publish to Web
N/A
0 Ratings
8.1
81%
5 Ratings
Publish to PDF
N/A
0 Ratings
7.1
71%
7 Ratings
Report Versioning
N/A
0 Ratings
7.9
79%
5 Ratings
Report Delivery Scheduling
N/A
0 Ratings
8.4
84%
7 Ratings
Delivery to Remote Servers
N/A
0 Ratings
8.4
84%
4 Ratings
Data Discovery and Visualization
Data Science Workbench
Feature Set Not Supported
N/A
6.5
Mode
65%
Mode ranks higher in 3/3 features
Mode ranks higher in 3/3 features
Pre-built visualization formats (heatmaps, scatter plots etc.)
N/A
0 Ratings
7.5
75%
6 Ratings
Location Analytics / Geographic Visualization
N/A
0 Ratings
5.6
56%
6 Ratings
Predictive Analytics
N/A
0 Ratings
6.3
63%
3 Ratings
Attribute Ratings
- Mode is rated higher in 2 areas: Likelihood to Recommend, Support Rating
Likelihood to Recommend
8.9
Data Science Workbench
89%
3 Ratings
9.2
Mode
92%
7 Ratings
Usability
Data Science Workbench
N/A
0 Ratings
10.0
Mode
100%
1 Rating
Support Rating
7.7
Data Science Workbench
77%
3 Ratings
10.0
Mode
100%
2 Ratings
Likelihood to Recommend
Data Science Workbench
Organizations which already implemented on-premise Hadoop based Cloudera Data Platform (CDH) for their Big Data warehouse architecture will definitely get more value from seamless integration of Cloudera Data Science Workbench (CDSW) with their existing CDH Platform. However, for organizations with hybrid (cloud and on-premise) data platform without prior implementation of CDH, implementing CDSW can be a challenge technically and financially.

Verified User
Professional in Information Technology
Telecommunications Company, 1001-5000 employeesMode
After launching a new contact pathway in a help experience, Mode Analytics can help provide insight into the sentiments from users as well as the engagement with any written content. Numeric outputs are easier to manage, whereas more nuanced/emotional feedback is sometimes hard to quantify (though not impossible if you get creative).
Help Systems Analyst
LyftTransportation/Trucking/Railroad, 1001-5000 employees
Pros
Data Science Workbench
- One single IDE (browser based application) that makes Scala, R, Python integrated under one tool
- For larger organizations/teams, it lets you be self reliant
- As it sits on your cluster, it has very easy access of all the data on the HDFS
- Linking with Github is a very good way to keep the code versions intact
Sr.Technical Manager/Delivery Manager
Nisum Technologies, Inc.Retail, 10,001+ employees
Mode
- Easy to use (click a button and get right to SQL).
- Security First (everything is locked down by default).
- The White Label feature is super easy to skin -- our embedded reports look just like our app!

Verified User
Executive in Product Management
Financial Services Company, 11-50 employeesCons
Data Science Workbench
- Installation is difficult.
- Upgrades are difficult.
- Licensing options are not flexible.

Verified User
Professional in Research & Development
Utilities Company, 10,001+ employeesMode
- Jinja use to expand SQL capabilities could have more features, for example use results of a query as input.
- Better visualization charts.
- Better Usability for report creation

Verified User
Analyst in Information Technology
Internet Company, 51-200 employeesPricing Details
Data Science Workbench
General
Free Trial
—Free/Freemium Version
—Premium Consulting/Integration Services
—Entry-level set up fee?
No
Starting Price
—Mode
General
Free Trial
Yes
Free/Freemium Version
Yes
Premium Consulting/Integration Services
—Entry-level set up fee?
No
Starting Price
—Usability
Data Science Workbench
No score
No answers yet
No answers on this topic
Mode
Mode 10.0
Based on 1 answer
For the advanced user already familiar with Python. It is just the same tool, already managed and connected to the data.
Quantitative Researcher
SaveFinancial Services, 1-10 employees
Support Rating
Data Science Workbench
Data Science Workbench 7.7
Based on 3 answers
Cloudera Data Science Workbench has excellence online resources support such as documentation and examples. On top of that the enterprise license also comes with SLA on opening a ticket to Cloudera Services and support for complaint handling and troubleshooting by email or through a phone call. On top of that it also offers additional paid training services.

Verified User
Professional in Information Technology
Telecommunications Company, 1001-5000 employeesMode
Mode 10.0
Based on 2 answers
Mode has dedicated agents who are online in a chatroom, ready to take on any questions and provide helpful feedback.
Analytics Lead
Lyft Inc.Internet, 1001-5000 employees
Alternatives Considered
Data Science Workbench
Both the tools have similar features and have made it pretty easy to install/deploy/use. Depending on your existing platform (Cloudera vs. Azure) you need to pick the Workbench. Another observation is that Cloudera has better support where you can get feedback on your questions pretty fast (unlike MS). As its a new product, I expect MS to be more efficient in handling customers questions.
Sr.Technical Manager/Delivery Manager
Nisum Technologies, Inc.Retail, 10,001+ employees
Mode
We used both Qlik and Mode at our organization. The mode was used a quick analysis SQL tool while Qlik was our enterprise BI solution.

Verified User
Manager in Other
Publishing Company, 5001-10,000 employeesReturn on Investment
Data Science Workbench
- Paid off for demonstration purposes.

Verified User
Professional in Research & Development
Utilities Company, 10,001+ employeesMode
- Empowered me to make data based decisions
- Made data collection more fast, efficient, and useful
- Identified when new features need tweaks or course corrections
Help Systems Analyst
LyftTransportation/Trucking/Railroad, 1001-5000 employees