What users are saying about
45 Ratings
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Based on 45 reviews and ratings
TIBCO Spotfire
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Top Rated
760 Ratings
<a href='https://www.trustradius.com/static/about-trustradius-scoring' target='_blank' rel='nofollow noopener'>trScore algorithm: Learn more.</a>Score 7.9 out of 100
Based on 760 reviews and ratings
Feature Set Ratings
BI Standard Reporting
Cloudera Enterprise Data Hub
Feature Set Not Supported
N/A
6.9
TIBCO Spotfire
69%
TIBCO Spotfire ranks higher in 3/3 features
TIBCO Spotfire ranks higher in 3/3 features
Pixel Perfect reports
N/A
0 Ratings
6.1
61%
30 Ratings
Customizable dashboards
N/A
0 Ratings
8.1
81%
276 Ratings
Report Formatting Templates
N/A
0 Ratings
6.4
64%
241 Ratings
Ad-hoc Reporting
Cloudera Enterprise Data Hub
Feature Set Not Supported
N/A
7.7
TIBCO Spotfire
77%
TIBCO Spotfire ranks higher in 4/4 features
TIBCO Spotfire ranks higher in 4/4 features
Drill-down analysis
N/A
0 Ratings
8.2
82%
271 Ratings
Formatting capabilities
N/A
0 Ratings
7.2
72%
284 Ratings
Integration with R or other statistical packages
N/A
0 Ratings
7.6
76%
207 Ratings
Report sharing and collaboration
N/A
0 Ratings
7.9
79%
256 Ratings
Report Output and Scheduling
Cloudera Enterprise Data Hub
Feature Set Not Supported
N/A
8.1
TIBCO Spotfire
81%
TIBCO Spotfire ranks higher in 4/4 features
TIBCO Spotfire ranks higher in 4/4 features
Publish to Web
N/A
0 Ratings
8.2
82%
213 Ratings
Publish to PDF
N/A
0 Ratings
7.9
79%
251 Ratings
Report Versioning
N/A
0 Ratings
8.0
80%
18 Ratings
Report Delivery Scheduling
N/A
0 Ratings
8.2
82%
162 Ratings
Data Discovery and Visualization
Cloudera Enterprise Data Hub
Feature Set Not Supported
N/A
7.7
TIBCO Spotfire
77%
TIBCO Spotfire ranks higher in 3/3 features
TIBCO Spotfire ranks higher in 3/3 features
Pre-built visualization formats (heatmaps, scatter plots etc.)
N/A
0 Ratings
8.0
80%
289 Ratings
Location Analytics / Geographic Visualization
N/A
0 Ratings
7.7
77%
255 Ratings
Predictive Analytics
N/A
0 Ratings
7.6
76%
219 Ratings
Access Control and Security
Cloudera Enterprise Data Hub
Feature Set Not Supported
N/A
8.0
TIBCO Spotfire
80%
TIBCO Spotfire ranks higher in 3/3 features
TIBCO Spotfire ranks higher in 3/3 features
Multi-User Support (named login)
N/A
0 Ratings
8.0
80%
223 Ratings
Role-Based Security Model
N/A
0 Ratings
7.6
76%
192 Ratings
Multiple Access Permission Levels (Create, Read, Delete)
N/A
0 Ratings
8.3
83%
211 Ratings
Mobile Capabilities
Cloudera Enterprise Data Hub
Feature Set Not Supported
N/A
7.2
TIBCO Spotfire
72%
TIBCO Spotfire ranks higher in 3/3 features
TIBCO Spotfire ranks higher in 3/3 features
Responsive Design for Web Access
N/A
0 Ratings
8.0
80%
165 Ratings
Mobile Application
N/A
0 Ratings
7.3
73%
114 Ratings
Dashboard / Report / Visualization Interactivity on Mobile
N/A
0 Ratings
7.7
77%
137 Ratings
Application Program Interfaces (APIs) / Embedding
Cloudera Enterprise Data Hub
Feature Set Not Supported
N/A
7.5
TIBCO Spotfire
75%
TIBCO Spotfire ranks higher in 6/6 features
TIBCO Spotfire ranks higher in 6/6 features
REST API
N/A
0 Ratings
7.6
76%
60 Ratings
Javascript API
N/A
0 Ratings
7.6
76%
58 Ratings
iFrames
N/A
0 Ratings
6.8
68%
43 Ratings
Java API
N/A
0 Ratings
7.2
72%
49 Ratings
Themeable User Interface (UI)
N/A
0 Ratings
8.0
80%
60 Ratings
Customizable Platform (Open Source)
N/A
0 Ratings
7.9
79%
51 Ratings
Attribute Ratings
- Cloudera Enterprise Data Hub is rated higher in 2 areas: Likelihood to Recommend, Likelihood to Renew
Likelihood to Recommend
9.0
Cloudera Enterprise Data Hub
90%
12 Ratings
7.8
TIBCO Spotfire
78%
317 Ratings
Likelihood to Renew
8.2
Cloudera Enterprise Data Hub
82%
7 Ratings
8.1
TIBCO Spotfire
81%
27 Ratings
Usability
Cloudera Enterprise Data Hub
N/A
0 Ratings
8.3
TIBCO Spotfire
83%
24 Ratings
Availability
Cloudera Enterprise Data Hub
N/A
0 Ratings
7.2
TIBCO Spotfire
72%
27 Ratings
Performance
Cloudera Enterprise Data Hub
N/A
0 Ratings
7.2
TIBCO Spotfire
72%
27 Ratings
Support Rating
Cloudera Enterprise Data Hub
N/A
0 Ratings
8.5
TIBCO Spotfire
85%
48 Ratings
In-Person Training
Cloudera Enterprise Data Hub
N/A
0 Ratings
7.7
TIBCO Spotfire
77%
52 Ratings
Online Training
Cloudera Enterprise Data Hub
N/A
0 Ratings
7.9
TIBCO Spotfire
79%
54 Ratings
Implementation Rating
Cloudera Enterprise Data Hub
N/A
0 Ratings
4.0
TIBCO Spotfire
40%
30 Ratings
Product Scalability
Cloudera Enterprise Data Hub
N/A
0 Ratings
7.0
TIBCO Spotfire
70%
4 Ratings
Likelihood to Recommend
Cloudera Enterprise Data Hub
Cloudera excels at seamless migrations and upgrades.
Cloudera supports self-healing and data center
replacement of failed cloud instances while maintaining the state.
Cloudera is essential to increase or decrease
capacity through the user interface or API.
Cloudera is great at simplifying big data analytics
by providing the technology and tools needed to gain insights from IoT and
connected devices to help monitor and condition our assets.
Cloudera's cybersecurity platform option offers
stronger anomaly detection, visibility, and prevention, as well as faster
behavioral analysis.
Cloudera is beneficial for enabling and utilizing
the platform's machine learning and ad-hoc queries while securely storing,
retrieving, and analyzing any volume of data at scale.
Cloudera supports self-healing and data center
replacement of failed cloud instances while maintaining the state.
Cloudera is essential to increase or decrease
capacity through the user interface or API.
Cloudera is great at simplifying big data analytics
by providing the technology and tools needed to gain insights from IoT and
connected devices to help monitor and condition our assets.
Cloudera's cybersecurity platform option offers
stronger anomaly detection, visibility, and prevention, as well as faster
behavioral analysis.
Cloudera is beneficial for enabling and utilizing
the platform's machine learning and ad-hoc queries while securely storing,
retrieving, and analyzing any volume of data at scale.
Agile Developer
Wipro DigitalInformation Technology & Services, 10,001+ employees
TIBCO Spotfire
TIBCO Spotfire is our go-to for data quality control, data preparation, data visualization, and data analysis. Easy integration of statistical languages, time savings in developing working prototypes, and best of all, ease of use. It is simply a fantastic tool for all of the many roles that we fill here.

Verified User
Team Lead in Information Technology
Financial Services Company, 501-1000 employeesPros
Cloudera Enterprise Data Hub
- Excellent management capabilities via Cloudera Manager.
- Open source and does not restrict our data to be bound by a proprietary format.
- Offers excellent support for data governance and auditing.
- Has all the components that would help us build a data hub.
- Excellent platform support offered by Cloudera.
Sr. Development Engineer - Big Data Platform Architecture
QuaeroMarketing and Advertising, 51-200 employees
TIBCO Spotfire
- It has the best coding integration (python, R) of any BI product
- The ability to work with very large datasets (10 mil+) is better than competitors
- Export options are more complete and have better functionality
- The data canvas is the best tool to join and transform data vs. competitors
Director, Advanced Analytics and Data Science
GOJO, Inc.Hospital & Health Care, 1001-5000 employees
Cons
Cloudera Enterprise Data Hub
- Not fully Open Source, couple of components of the distributions are privately owned, meaning with public contributions are not welcome
- Improvements to Cloudera manager can only be recommended. its very hard to get it done once recommended as the full control is with them.
- Should make components more aligned to Open Source rather than making it closed sourced.
- Custom Features of open source software tools supported only by Cloudera are tricky. Cant commit changes to tools like Hue.
- Improvements to Cluster Management tool is required, which are already available to its competitors.

Verified User
Engineer in Information Technology
Computer Software Company, 501-1000 employeesTIBCO Spotfire
- They should have a lower price point for users to access the analyst version who don't require advanced capabilities. For example, a lower price if users just need to do some basic slicing and dicing with their data and not have to the data science functionality (ie. K-means clustering, regression modeling, classification modeling, etc.).
- Currently, you can't change the font type/color on the axis, which I'm sure will eventually be available in the future as they have a Tibco Ideas portal that they're fairly responsive to and act on. I guess at the end of the day, it's about the data and what insights you get from it.

Verified User
Professional in Information Technology
Oil & Energy Company, 51-200 employeesPricing Details
Cloudera Enterprise Data Hub
General
Free Trial
—Free/Freemium Version
Yes
Premium Consulting/Integration Services
—Entry-level set up fee?
No
Starting Price
—Cloudera Enterprise Data Hub Editions & Modules
—
Additional Pricing Details
—TIBCO Spotfire
General
Free Trial
Yes
Free/Freemium Version
Yes
Premium Consulting/Integration Services
Yes
Entry-level set up fee?
No
Starting Price
$0 per seat
TIBCO Spotfire Editions & Modules
On-premise Edition
TIBCO Spotfire Platform | Please contact TIBCO sales |
---|
- none
SaaS Edition
TIBCO Cloud Spotfire - Analyst | $125/mo, $1250/yr1 |
---|---|
TIBCO Cloud Spotfire - Business Author | $65/mo, $650/yr1 |
TIBCO Spotfire for Amazon Web Services | $0.992 |
TIBCO Spotfire Cloud Enterprise | Please contact TIBCO sales |
TIBCO Cloud Spotfire - Consumer | $25/mo, $250/yr4 |
- per seat
- Per Hour (Starting)
- none
- per seat
Additional Pricing Details
For Enterprise engagements, please contact TIBCO directly for a custom price quote.Likelihood to Renew
Cloudera Enterprise Data Hub
Cloudera Enterprise Data Hub 8.2
Based on 7 answers
Likely to renew the use in case the requirements for Cloudera remain valid. The rapid change in customer requirements and solutions that must be validated, integrated or tested changes. As the maturity of the solution increases, the requirements to renew use decrease. From a solution feature perspective by itself would probably grade 10.

Verified User
Team Lead in Professional Services
Computer Networking Company, 10,001+ employeesTIBCO Spotfire
TIBCO Spotfire 8.1
Based on 27 answers
-Easy to distribute information throughout the enterprise using the webplayer.-Ad hoc analysis is possible throughout the enterprise using business author in the webplayer or the thick client.-Low level of support needed by IT team. Access interfaces with LDAP and numerous other authentication methods.-Possible to continually extend the platform with JavaScript, R scripts, HTML, and custom extensions.-Ability to standardize data logic through pre-built queries in the Information Designer. Everyone in the enterprise is using the same logic-Tagging and bookmarking data allows for quick sharing of insights.-Integration with numerous data sources... flat files, data bases, big data, images, etc.-Much improved mapping capability. Also includes the ability to apply data points over any image.
Data Visualization Developer
QuintilesResearch, 10,001+ employees
Usability
Cloudera Enterprise Data Hub
No score
No answers yet
No answers on this topic
TIBCO Spotfire
TIBCO Spotfire 8.3
Based on 24 answers
Basic tasks like generating meaningful information from large sets of raw data are very easy. The next step of linking to multiple live data sources and linking those tables and performing on the fly analysis of the imported data is understandably more difficult.
Reservoir Engineer
Tapstone EnergyOil & Energy, 51-200 employees
Reliability and Availability
Cloudera Enterprise Data Hub
No score
No answers yet
No answers on this topic
TIBCO Spotfire
TIBCO Spotfire 7.2
Based on 27 answers
Even though, it's a rather stable and predictable tool that's also fast, it does have some bugs and inconsistencies that shut down the system. Depending on the details, it could happen as often as 2-3 times a week, especially during the development period.
Global Pricing and Marketing Operations Lead, Analytics & Research
General Electric - Power Generation ServicesOil & Energy, 10,001+ employees
Performance
Cloudera Enterprise Data Hub
No score
No answers yet
No answers on this topic
TIBCO Spotfire
TIBCO Spotfire 7.2
Based on 27 answers
Generally, the Spotfire client runs with very good performance. There are factors that could affect performance, but normally has to do with loading large analysis files from the library if the database is located some distance away and your global network is not optimal. Once you have your data table(s) loaded in the client application, usually the application is quite good performance-wise.

Verified User
Manager in Information Technology
Pharmaceuticals Company, 5001-10,000 employeesSupport Rating
Cloudera Enterprise Data Hub
No score
No answers yet
No answers on this topic
TIBCO Spotfire
TIBCO Spotfire 8.5
Based on 48 answers
Support has been helpful with issues. Support seems to know their product and its capabilities. It would also seem that they have a good sense of the context of the problem; where we are going with this issue and what we want the end outcome to be.
Product Manager - Mobile Computing Analytics Cloud Platform
Zebra TechnologiesComputer Hardware, 5001-10,000 employees
In-Person Training
Cloudera Enterprise Data Hub
No score
No answers yet
No answers on this topic
TIBCO Spotfire
TIBCO Spotfire 7.7
Based on 52 answers
The instructor was very in depth and provided relevant training to business users on how to create visualizations. They showed us how to alter settings and filter views, and provided resources for future questions.However, the instructor failed to cover data sources, connecting to data, etc. While it was helpful to see how users can use the data to create reports, they failed to properly instruct us on how to get the dataset in to begin with. We are still trying to figure out connections to certain databases (we have multiple different types).

Verified User
Analyst in Finance and Accounting
Transportation/Trucking/Railroad Company, 10,001+ employeesOnline Training
Cloudera Enterprise Data Hub
No score
No answers yet
No answers on this topic
TIBCO Spotfire
TIBCO Spotfire 7.9
Based on 54 answers
The online training is good, provides a good base of knowledge. The video demonstrations were well-done and easy to follow along. Provided exercises are good as well, but I think there could be more challenging exercises. The training has also gone up in price significantly in the last 3 years (in USD, which hurts us even more in Canada), and I'm not sure it is worth the money it now costs (it is worth how much it cost 3 years ago, but not double that.)
Operations Analyst II
Empire LifeInsurance, 501-1000 employees
Implementation Rating
Cloudera Enterprise Data Hub
No score
No answers yet
No answers on this topic
TIBCO Spotfire
TIBCO Spotfire 4.0
Based on 30 answers
The original architecture I created for our implementation had only a particular set of internal business units in mind. Over the years, Spotfire gained in popularity in our company and was being utilized across many more business units. Soon, its usage went beyond what the original architectural implementation could provide. We've since learned about how the product is used by the different teams and are currently in the middle of rolling out a new architecture.I suggest:
- Have clearly defined service level agreements with all the teams that will use Spotfire. Your business intelligence group might only need availability during normal working hours, but your production support group might need 24/7 availability. If these groups share one Spotfire server, maintenance of that server might be a problem.
- Know the different types of data you will be working with. One group might be working with "public" data while another group might work with sensitive data. Design your Library accordingly and with the proper permissions.
- Know the roles of the users of Spotfire. Will there only be a small set of report writers or does everyone have write access to the Library?
- ALWAYS add a timestamp prompt to your reports. You don't want multiple users opening a report that will try and pull down millions of rows of data to their local workstations. Another option, of course, is to just hard code a time range in the backing database view (i.e. where activity_date >= sysdate - 90, etc.), but I'd rather educate/train the user base if possible.
- This probably goes without saying, but if possible, point to a separate reporting database or a logical standby database. You don't want the company pounding on your primaries and take down your order system.
Senior Database Developer
TransUnion Interactive1001-5000 employees
Alternatives Considered
Cloudera Enterprise Data Hub
Cloudera is
compatible with Windows operating systems, and Mac allows cloud-based
deployment, it is also very useful to configure data encryption, guarantee
protocols, and security policies. It also provides integrated auditing and
monitoring capabilities, as well as a control comprehensive data repository for
the enterprise, and ensures vendor compatibility through its open-source
architecture.
compatible with Windows operating systems, and Mac allows cloud-based
deployment, it is also very useful to configure data encryption, guarantee
protocols, and security policies. It also provides integrated auditing and
monitoring capabilities, as well as a control comprehensive data repository for
the enterprise, and ensures vendor compatibility through its open-source
architecture.
Scrum developer
EndavaInformation Technology & Services, 10,001+ employees
TIBCO Spotfire
TIBCO Spotfire stacks up by performing real-time analytics on the transactional databases whereas Tableau Desktop will be great for historical or OLAP databases. TIBCO Spotfire can provide great advanced data science features when connected or integrated using R/Python thus giving a statistical view for reporting. It works smoothly with huge data sets but sometimes the performance may go down when connecting to multiple data sources at once.
Sr. Business Intelligence Consultant
Deloitte India (Offices of the US)Information Technology & Services, 10,001+ employees
Scalability
Cloudera Enterprise Data Hub
No score
No answers yet
No answers on this topic
TIBCO Spotfire
TIBCO Spotfire 7.0
Based on 4 answers
In an enterprise architecture, if Spotfire Advanced Data services(Composite Studio),data marts can be managed optimally and scalability in a data perspective is great. As the web player/consumer is directly proportional to RAM, if the enterprise can handle RAM requirement accomodating fail over mechanisms appropraitely, it is definitely scalable,

Verified User
Engineer in Information Technology
Information Technology and Services Company, 1001-5000 employeesReturn on Investment
Cloudera Enterprise Data Hub
- Cloudera products are the most widely. It is more business friendly as data is more secure. The sensitive data that you operate on is local to you and your project rather than processing this data on Cloud.
- Cloudera is definitely faster as wait time is reduced if on Cloud.
- A lot range of products are covered. So it is definitely good for businesses and had good returns on investments.

Verified User
Engineer in Information Technology
Financial Services Company, 10,001+ employeesTIBCO Spotfire
- We can only use it for the free trial period.
- I have to 'rebuild' the course sample files and accounts on Spotfire every semester.
- It is perfect as an excellent alternative to Tableau in the course.
- We have to use the less powerful Cloud version since the majority of the students have Macs. This means we can't use advanced AI features, for example.
Professor, Business Analytics
Creighton UniversityE-Learning, 201-500 employees