What users are saying about
11 Ratings
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Top Rated
723 Ratings
11 Ratings
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Score 8.1 out of 100

TIBCO Spotfire

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Top Rated
723 Ratings
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Score 8.4 out of 100

Likelihood to Recommend

Dataiku DSS

I would recommend it because it's an amazing tool for different levels of users. From Business Analysts to Data Scientists to Managers, various employees can make use of this tool to make data-driven decisions. I'm not sure about where it would be less appropriate as I'm using it as Data Scientist and so far it pretty much caters to my need.
Devesh Singh | TrustRadius Reviewer

TIBCO Spotfire

It is ideal for situations where you are pulling together multiple datasets and integrating them into one visualization. It does fall a bit flat for working with more than two Y-Axis sets on combination tables, where Excel is better at displaying that type of information.It also should allow users to manually adjust the vertical axis scale as there may be reasoning in modifying it to a smaller or larger range but maintaining the same data step. It would be ideal to enhance the ability to sort data. For example, there are instances where you want to sort data in a stacked bar chart by something other than count or alphabetically.
Thomas Plumridge P.Geo | TrustRadius Reviewer

Feature Rating Comparison

Platform Connectivity

Dataiku DSS
8.7
TIBCO Spotfire
Connect to Multiple Data Sources
Dataiku DSS
9.7
TIBCO Spotfire
Extend Existing Data Sources
Dataiku DSS
9.3
TIBCO Spotfire
Automatic Data Format Detection
Dataiku DSS
9.3
TIBCO Spotfire
MDM Integration
Dataiku DSS
6.5
TIBCO Spotfire

Data Exploration

Dataiku DSS
7.8
TIBCO Spotfire
Visualization
Dataiku DSS
7.6
TIBCO Spotfire
Interactive Data Analysis
Dataiku DSS
8.0
TIBCO Spotfire

Data Preparation

Dataiku DSS
8.2
TIBCO Spotfire
Interactive Data Cleaning and Enrichment
Dataiku DSS
9.0
TIBCO Spotfire
Data Transformations
Dataiku DSS
8.7
TIBCO Spotfire
Data Encryption
Dataiku DSS
7.0
TIBCO Spotfire
Built-in Processors
Dataiku DSS
8.0
TIBCO Spotfire

Platform Data Modeling

Dataiku DSS
7.7
TIBCO Spotfire
Multiple Model Development Languages and Tools
Dataiku DSS
7.7
TIBCO Spotfire
Automated Machine Learning
Dataiku DSS
7.7
TIBCO Spotfire
Single platform for multiple model development
Dataiku DSS
7.7
TIBCO Spotfire
Self-Service Model Delivery
Dataiku DSS
7.7
TIBCO Spotfire

Model Deployment

Dataiku DSS
7.5
TIBCO Spotfire
Flexible Model Publishing Options
Dataiku DSS
7.4
TIBCO Spotfire
Security, Governance, and Cost Controls
Dataiku DSS
7.7
TIBCO Spotfire

BI Standard Reporting

Dataiku DSS
TIBCO Spotfire
8.3
Pixel Perfect reports
Dataiku DSS
TIBCO Spotfire
8.0
Customizable dashboards
Dataiku DSS
TIBCO Spotfire
8.8
Report Formatting Templates
Dataiku DSS
TIBCO Spotfire
8.0

Ad-hoc Reporting

Dataiku DSS
TIBCO Spotfire
8.3
Drill-down analysis
Dataiku DSS
TIBCO Spotfire
9.0
Formatting capabilities
Dataiku DSS
TIBCO Spotfire
7.4
Integration with R or other statistical packages
Dataiku DSS
TIBCO Spotfire
8.6
Report sharing and collaboration
Dataiku DSS
TIBCO Spotfire
8.3

Report Output and Scheduling

Dataiku DSS
TIBCO Spotfire
8.2
Publish to Web
Dataiku DSS
TIBCO Spotfire
8.4
Publish to PDF
Dataiku DSS
TIBCO Spotfire
8.4
Report Versioning
Dataiku DSS
TIBCO Spotfire
8.0
Report Delivery Scheduling
Dataiku DSS
TIBCO Spotfire
8.0

Data Discovery and Visualization

Dataiku DSS
TIBCO Spotfire
8.4
Pre-built visualization formats (heatmaps, scatter plots etc.)
Dataiku DSS
TIBCO Spotfire
8.6
Location Analytics / Geographic Visualization
Dataiku DSS
TIBCO Spotfire
8.7
Predictive Analytics
Dataiku DSS
TIBCO Spotfire
7.9

Access Control and Security

Dataiku DSS
TIBCO Spotfire
8.6
Multi-User Support (named login)
Dataiku DSS
TIBCO Spotfire
8.7
Role-Based Security Model
Dataiku DSS
TIBCO Spotfire
8.5
Multiple Access Permission Levels (Create, Read, Delete)
Dataiku DSS
TIBCO Spotfire
8.7

Mobile Capabilities

Dataiku DSS
TIBCO Spotfire
7.0
Responsive Design for Web Access
Dataiku DSS
TIBCO Spotfire
8.2
Dedicated iOS Application
Dataiku DSS
TIBCO Spotfire
8.1
Dedicated Android Application
Dataiku DSS
TIBCO Spotfire
3.4
Dashboard / Report / Visualization Interactivity on Mobile
Dataiku DSS
TIBCO Spotfire
8.5

Application Program Interfaces (APIs) / Embedding

Dataiku DSS
TIBCO Spotfire
8.0
REST API
Dataiku DSS
TIBCO Spotfire
8.1
Javascript API
Dataiku DSS
TIBCO Spotfire
8.2
iFrames
Dataiku DSS
TIBCO Spotfire
8.1
Java API
Dataiku DSS
TIBCO Spotfire
7.5
Themeable User Interface (UI)
Dataiku DSS
TIBCO Spotfire
7.8
Customizable Platform (Open Source)
Dataiku DSS
TIBCO Spotfire
8.2

Pros

Dataiku DSS

  • Low-code platform.
  • Open source version includes most valuable modules.
  • User friendly documentation.
Anonymous | TrustRadius Reviewer

TIBCO Spotfire

  • They have an excellent support team. Every one of their support engineers are top quality. You don't have to deal with the dreaded Tier 1, tell me about your problem and then I'll send you to Tier 2 scenario.
  • We're able to quickly build POCs in a matter of days. Spotfire's data wrangling capabilities are amazing, and if you need a little bit more data engineering/data science power, you have the option of using Python or R.
  • Spotfire is very extensible. If there's some advanced visualization that's not available out of the box, we've been able to generate it thru their JSVIZ add-on, which allows us to utilize any JavaScript visualization library (ie. D3, Highcharts, Plotly, Fusioncharts, etc.).
Anonymous | TrustRadius Reviewer

Cons

Dataiku DSS

  • The visualization feature of flow still has a lot room to improve, when the flow is complex.
  • The "non-coding" template/building block for deep learning lack of many important configurable parameters.
  • Lack of the unified way to allow applying the "design pattern" on the Python codes (if we want to develop our own module or building blocks.
Anonymous | TrustRadius Reviewer

TIBCO Spotfire

  • Screen resolution. Spotfire has always struggled a bit with getting everything to fit on the screen and with printing/exporting to other applications.
  • Buttons. The latest version has moved a lot of the most used buttons, and put them into these sliding windows where you can't see them all the time as you could before. To me this is a great dis-service, because now I have to click multiple times to get to common functions.
  • Advanced coding. Spotfire offers a lot of expandability through the Tibco Enterprise Runtime for R, but this requires an insurmountable knowledge of what different objects are called, and of the unique programming language that it uses. They market this feature heavily as one of the best things about Spotfire, but it is so incredibly difficult to use or to get started using.
Jonathan Tucker | TrustRadius Reviewer

Likelihood to Renew

Dataiku DSS

No score
No answers yet
No answers on this topic

TIBCO 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.
Brent Meyers | TrustRadius Reviewer

Usability

Dataiku DSS

Dataiku DSS 10.0
Based on 1 answer
As I have described earlier, the intuitiveness of this tool makes it great as well as the variety of users that can use this tool. Also, the plugins available in their repository provide solutions to various data science problems.
Devesh Singh | TrustRadius Reviewer

TIBCO Spotfire

TIBCO Spotfire 8.5
Based on 25 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.
Brock Robertson | TrustRadius Reviewer

Reliability and Availability

Dataiku DSS

No score
No answers yet
No answers on this topic

TIBCO Spotfire

TIBCO Spotfire 7.7
Based on 16 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.
Alex Naumov | TrustRadius Reviewer

Performance

Dataiku DSS

No score
No answers yet
No answers on this topic

TIBCO Spotfire

TIBCO Spotfire 7.7
Based on 16 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.
Anonymous | TrustRadius Reviewer

Support Rating

Dataiku DSS

Dataiku DSS 9.0
Based on 3 answers
The open source user community is friendly, helpful, and responsive, at times even outdoing commercial software vendors. Documentation is also top notch, and usually resolves issues without the need for human interactions. Great product design, with a focus on user experience, also makes platform use intuitive, thus reducing the need for explicit support.
Anonymous | TrustRadius Reviewer

TIBCO Spotfire

TIBCO Spotfire 8.4
Based on 28 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.
Tim Daciuk | TrustRadius Reviewer

In-Person Training

Dataiku DSS

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).
Anonymous | TrustRadius Reviewer

Online Training

Dataiku DSS

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.)
Emilie Wheeler | TrustRadius Reviewer

Implementation Rating

Dataiku DSS

No score
No answers yet
No answers on this topic

TIBCO Spotfire

TIBCO Spotfire 5.7
Based on 18 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.
Michael Soliman | TrustRadius Reviewer

Alternatives Considered

Dataiku DSS

Anaconda is mainly used by professional data scientists who have profound knowledge of Python coding, mainly used for building some new algorithm block or some optimization, then the module will be integrated into the Dataiku pipeline/workflow. While Dataiku can be used by even other kinds of users.
Anonymous | TrustRadius Reviewer

TIBCO Spotfire

TIBCO Spotfire is a very good product and stacks up well against the competition for creating customized dashboards. It also has intuitive capabilities to create visualizations that could help the user see their data. Moreover, it also has a lot of options for customization in terms of data slicing, integrations with statistical languages like R, creating multi-page dashboard views, etc.The reason we selected Spotfire was because of all the features mentioned above and also the pricing which was very competitive compared to its competitors in the market.
Anonymous | TrustRadius Reviewer

Scalability

Dataiku DSS

No score
No answers yet
No answers on this topic

TIBCO Spotfire

TIBCO Spotfire 7.4
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,
Anonymous | TrustRadius Reviewer

Return on Investment

Dataiku DSS

  • So far it has had a positive impact. Multiple departments are coming to us with their business problems.
  • I can't specifically say about ROI as I'm a developer, though I have heard this solution is economical compared to other AI/ML enterprise tools.
  • By using this tool, my client has let go of software that was used earlier, and we have created a simpler framework to replace that software.
Devesh Singh | TrustRadius Reviewer

TIBCO Spotfire

  • We have saved around 10 people-hours a week through Tibco Spotfire, easily a return on investment without accounting for the additional insights.
  • As an example, we have changed the hours of our hot counters in stores as a result of the work we could do in spotfire. this has saved waste and labour in stores.
Anonymous | TrustRadius Reviewer

Screenshots

Pricing Details

Dataiku DSS

General

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

Dataiku DSS Editions & Modules

Edition
DiscoverContact sales team
BusinessContact sales team
EnterpriseContact sales team
    Additional Pricing Details

    TIBCO Spotfire

    General

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

    TIBCO Spotfire Editions & Modules

    On-premise Edition
    TIBCO Spotfire PlatformPlease contact TIBCO sales
      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 EnterprisePlease contact TIBCO sales
      TIBCO Cloud Spotfire - Consumer$25/mo, $250/yr4
      1. Per Seat
      2. Per Hour (Starting)
      3. Per Seat
      Additional Pricing Details
      For Enterprise engagements, please contact TIBCO directly for a custom price quote.

      Rating Summary

      Likelihood to Recommend

      Dataiku DSS
      8.0
      TIBCO Spotfire
      8.8

      Likelihood to Renew

      Dataiku DSS
      TIBCO Spotfire
      8.1

      Usability

      Dataiku DSS
      10.0
      TIBCO Spotfire
      8.5

      Reliability and Availability

      Dataiku DSS
      TIBCO Spotfire
      7.7

      Performance

      Dataiku DSS
      TIBCO Spotfire
      7.7

      Support Rating

      Dataiku DSS
      9.0
      TIBCO Spotfire
      8.4

      In-Person Training

      Dataiku DSS
      TIBCO Spotfire
      7.7

      Online Training

      Dataiku DSS
      TIBCO Spotfire
      7.9

      Implementation Rating

      Dataiku DSS
      TIBCO Spotfire
      5.7

      Scalability

      Dataiku DSS
      TIBCO Spotfire
      7.4

      Add comparison