32 Ratings
<a href='https://www.trustradius.com/static/about-trustradius-scoring' target='_blank' rel='nofollow noopener noreferrer'>trScore algorithm: Learn more.</a>
Score 7.8 out of 100
29 Ratings
<a href='https://www.trustradius.com/static/about-trustradius-scoring' target='_blank' rel='nofollow noopener noreferrer'>trScore algorithm: Learn more.</a>
Score 8.7 out of 100

Likelihood to Recommend

KNIME Analytics Platform

If you have a team of engineers or data scientists who do not like to code, KNIME can be a good platform to build quick and dirty pipelines. However if you are moving away from R&D to deployment, KNIME lacks the scalability compared to Python or R itself. When deploying, you can choose to output json or use their native front end from KNIME Server, but KNIME Server is not free.
Ivan Cui | TrustRadius Reviewer

TIBCO Data Science (including Team Studio and Statistica)

If you have an analytics department, Data Science is perfect for making analyses quicker. Data Science works well for web querying, automating analyses, sharing advanced analyses with others, and performing lots of other advanced analytical processes. Data Science is not a good fit if the analytics you do is stuff that Excel can do. The software is powerful, with lots of features, and unless you actually plan on using those features, it's not worth paying for.
Thomas Young | TrustRadius Reviewer

Feature Rating Comparison

Platform Connectivity

KNIME Analytics Platform
7.4
TIBCO Data Science (including Team Studio and Statistica)
9.4
Connect to Multiple Data Sources
KNIME Analytics Platform
8.5
TIBCO Data Science (including Team Studio and Statistica)
9.8
Extend Existing Data Sources
KNIME Analytics Platform
7.2
TIBCO Data Science (including Team Studio and Statistica)
9.6
Automatic Data Format Detection
KNIME Analytics Platform
7.8
TIBCO Data Science (including Team Studio and Statistica)
9.6
MDM Integration
KNIME Analytics Platform
6.0
TIBCO Data Science (including Team Studio and Statistica)
8.5

Data Exploration

KNIME Analytics Platform
5.3
TIBCO Data Science (including Team Studio and Statistica)
8.9
Visualization
KNIME Analytics Platform
5.0
TIBCO Data Science (including Team Studio and Statistica)
8.6
Interactive Data Analysis
KNIME Analytics Platform
5.6
TIBCO Data Science (including Team Studio and Statistica)
9.2

Data Preparation

KNIME Analytics Platform
6.1
TIBCO Data Science (including Team Studio and Statistica)
8.4
Interactive Data Cleaning and Enrichment
KNIME Analytics Platform
7.0
TIBCO Data Science (including Team Studio and Statistica)
7.9
Data Transformations
KNIME Analytics Platform
7.0
TIBCO Data Science (including Team Studio and Statistica)
8.2
Data Encryption
KNIME Analytics Platform
4.7
TIBCO Data Science (including Team Studio and Statistica)
8.5
Built-in Processors
KNIME Analytics Platform
5.9
TIBCO Data Science (including Team Studio and Statistica)
9.0

Platform Data Modeling

KNIME Analytics Platform
5.6
TIBCO Data Science (including Team Studio and Statistica)
9.1
Multiple Model Development Languages and Tools
KNIME Analytics Platform
6.5
TIBCO Data Science (including Team Studio and Statistica)
8.5
Automated Machine Learning
KNIME Analytics Platform
4.5
TIBCO Data Science (including Team Studio and Statistica)
9.2
Single platform for multiple model development
KNIME Analytics Platform
5.7
TIBCO Data Science (including Team Studio and Statistica)
9.8
Self-Service Model Delivery
KNIME Analytics Platform
5.9
TIBCO Data Science (including Team Studio and Statistica)
9.0

Model Deployment

KNIME Analytics Platform
5.2
TIBCO Data Science (including Team Studio and Statistica)
8.7
Flexible Model Publishing Options
KNIME Analytics Platform
5.6
TIBCO Data Science (including Team Studio and Statistica)
8.7
Security, Governance, and Cost Controls
KNIME Analytics Platform
4.7
TIBCO Data Science (including Team Studio and Statistica)
8.7

Pros

KNIME Analytics Platform

  • KNIME works better than most tools for ETL functions.
  • Easy to track the different steps
  • Easy to isolate and fix specific workflow steps.
Anonymous | TrustRadius Reviewer

TIBCO Data Science (including Team Studio and Statistica)

  • It has a great user interface, easy to navigate and learn on the fly.
  • There are lots of great options for data organization and analysis! Makes it a handy tool for presentations as well.
  • A collaborative ability is highly valued for my company where we often work from home or on site. Being able to share the data with those in the office so multiple people can look at it is a great tool!
Abigail Bowden | TrustRadius Reviewer

Cons

KNIME Analytics Platform

  • Visualization can be improved further though it has been better with new versions, with a lot of scope available. However, connectivity to Tableau somehow overcomes this. Also, skilled resources are difficult to find for KNIME, due to other solutions having better penetration.
  • Knowledge of R/Python is required to fully use the statistical analysis (rather than just data mining). Also, memory usage is a problematic issue sometimes.
  • Not enough domain usage experience can be shared between KNIME users as well.
Rohit Narang | TrustRadius Reviewer

TIBCO Data Science (including Team Studio and Statistica)

  • Unfortunately, some functionality is hidden per upgrade to other versions. Feel data mining functionality would be useful, but not budget for software. At the current price point, would have expected more (such as Mathematica breadth of functionality for one price).
  • It is light on optimization capability.
  • Slow when considering very large datasets, performing things such as distribution identification
Steve Wagner | TrustRadius Reviewer

Likelihood to Renew

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

TIBCO Data Science (including Team Studio and Statistica)

TIBCO Data Science (including Team Studio and Statistica) 6.4
Based on 1 answer
The company is hesitant to spend this much on software. They are primarily an engineering firm, and they don't understand the use of analytical software for environmental professionals.
Anonymous | TrustRadius Reviewer

Usability

KNIME Analytics Platform

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

TIBCO Data Science (including Team Studio and Statistica)

No score
No answers yet
No answers on this topic

Support Rating

KNIME Analytics Platform

KNIME Analytics Platform 6.7
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

TIBCO Data Science (including Team Studio and Statistica)

No score
No answers yet
No answers on this topic

Alternatives Considered

KNIME Analytics Platform

KNIME is a lower price point and has strong cross platform capabilities. Other platforms are locked to a specific operating system and cost in some cases substantially more, making them less good choices for smaller businesses that still need basic data unification. The fact that KNIME is OS-independent is a big positive.
Christopher Penn | TrustRadius Reviewer

TIBCO Data Science (including Team Studio and Statistica)

I think TIBCO Data Science does two things better than these other software tools. First, TIBCO Data Science is perfect for exploratory analyses. It's suggested models are great, and the visualizations provide a nice look at the data before any modeling is done. Second, TIBCO Data Science works quite well with other software tools. The software seems like it is built for the advanced modeler.
Thomas Young | TrustRadius Reviewer

Return on Investment

KNIME Analytics Platform

  • Lowest TCO compared to other tools
  • Accelerates analysis - the analysts can dedicate more time to analysis itself, not to data preparation
Viktor Mulac | TrustRadius Reviewer

TIBCO Data Science (including Team Studio and Statistica)

  • Our company has had the program for less than 1 year. We don't expected a positive return this year. The goal is for Data Science to led to defined projects by the end of the end of the year and implementation in the following two. Overall, we are planning on 4 years to fully recoup the cost of the software and the cost of implementing identified projects.
Anonymous | TrustRadius Reviewer

Screenshots

KNIME Analytics Platform

Pricing Details

KNIME Analytics Platform

General

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

TIBCO Data Science (including Team Studio and Statistica)

General

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

Rating Summary

Likelihood to Recommend

KNIME Analytics Platform
7.8
TIBCO Data Science (including Team Studio and Statistica)
9.2

Likelihood to Renew

KNIME Analytics Platform
8.0
TIBCO Data Science (including Team Studio and Statistica)
6.4

Usability

KNIME Analytics Platform
8.0
TIBCO Data Science (including Team Studio and Statistica)

Support Rating

KNIME Analytics Platform
6.7
TIBCO Data Science (including Team Studio and Statistica)

Implementation Rating

KNIME Analytics Platform
8.0
TIBCO Data Science (including Team Studio and Statistica)

Add comparison