What users are saying about
Top Rated
41 Ratings
Top Rated
41 Ratings
<a href='https://www.trustradius.com/static/about-trustradius-scoring' target='_blank' rel='nofollow'>trScore algorithm: Learn more.</a>
Score 8.7 out of 101
28 Ratings
<a href='https://www.trustradius.com/static/about-trustradius-scoring' target='_blank' rel='nofollow'>trScore algorithm: Learn more.</a>
Score 7.9 out of 101

Add comparison

Likelihood to Recommend

Anaconda

Anaconda is great for academic and private organizations that cannot afford more expensive Python/R package managers. Also, it is more appropriate for intermediate to advanced Python users--Anaconda can be somewhat frustrating for beginners, as it takes some practice to get comfortable with the workflow. I find it particularly useful for working in teams, because if everyone uses the same package manager, it is easier to troubleshoot issues and makes for reproducible research. For wealthier organizations, a premium package management system (with tech support) would be ideal. Anaconda is also great for people working independently on code development.
Maike Holthuijzen profile photo

IBM SPSS Modeler

Modeler is well suited for Retail, Credit Scoring, Telcos, Government. And less suited when it comes to transactional environments.
Jesús Quintana profile photo

Feature Rating Comparison

Data Exploration

Anaconda
7.5
IBM SPSS Modeler
Visualization
Anaconda
7.0
IBM SPSS Modeler
Interactive Data Analysis
Anaconda
8.0
IBM SPSS Modeler

Data Preparation

Anaconda
7.0
IBM SPSS Modeler
Interactive Data Cleaning and Enrichment
Anaconda
7.0
IBM SPSS Modeler
Data Transformations
Anaconda
8.0
IBM SPSS Modeler
Data Encryption
Anaconda
6.0
IBM SPSS Modeler
Built-in Processors
Anaconda
7.0
IBM SPSS Modeler

Platform Data Modeling

Anaconda
5.7
IBM SPSS Modeler
Automated Machine Learning
Anaconda
4.0
IBM SPSS Modeler
Single platform for multiple model development
Anaconda
7.0
IBM SPSS Modeler
Self-Service Model Delivery
Anaconda
6.0
IBM SPSS Modeler

Model Deployment

Anaconda
4.5
IBM SPSS Modeler
Flexible Model Publishing Options
Anaconda
5.0
IBM SPSS Modeler
Security, Governance, and Cost Controls
Anaconda
4.0
IBM SPSS Modeler

Pros

  • Installing packages is very easy with Anaconda. Anaconda comes with 'anaconda navigator', a terminal-like utility from which you can easily install R packages and python libraries.
  • Launching R and python IDEs as well as Jupyter notebooks from anaconda navigator is simple, and Anaconda makes it very easy to keep these packages up-to-date.
  • I really like the fact that if you don't want to install the full version of Anaconda, you can opt to install a lightweight version (called Miniconda) that includes less python libraries and only core conda. I've installed it when I didn't want to take up as much disk space as Anaconda requires, but it works just the same.
Maike Holthuijzen profile photo
  • GUI is really well accomplished and friendly, almost everyone with little investment in training can take advantage of the tool.
  • Escalability, you can grow your investment in licensing according to your actual needs, from an annual authorized user, to perpetual concurrent and Big Data and Machine Learning capabilities.
  • Open Sorce Ready: take leverage of all your developments made in R or Python and deployment all over the organization even with the user who isn´t used to code.
Jesús Quintana profile photo

Cons

  • Although some other users mentioned the installation is "simple", we did encounter some challenge in a highly controlled environment (due to security reasons).
  • Jupyter Notebook is extremely slow when the client/server side of the network's speed/bandwidth is not balanced.
  • Bootstrapping Anaconda takes too long, sometimes I even started doubting it would respond any more.
  • If there are extra python packages you need but are not by default installed by Anaconda, then some efforts will be required to figure out how to put them in the right place.
No photo available
  • Some Analyses aren't there out of the box but can be added through open languages like R and Python.
  • Graphs could be better.
  • Unable to read data stored in OLAP databases
Jesús Quintana profile photo

Likelihood to Renew

No score
No answers yet
No answers on this topic
IBM SPSS Modeler10.0
Based on 1 answer
because it is an excellent software
Olayinka Awoyemi profile photo

Usability

No score
No answers yet
No answers on this topic
IBM SPSS Modeler10.0
Based on 1 answer
Easy to use
Olayinka Awoyemi profile photo

Support

No score
No answers yet
No answers on this topic
IBM SPSS Modeler9.0
Based on 1 answer
It's been a great deal
Olayinka Awoyemi profile photo

Implementation

No score
No answers yet
No answers on this topic
IBM SPSS Modeler8.0
Based on 1 answer
Everything seems to went on according to plan
Olayinka Awoyemi profile photo

Alternatives Considered

Anaconda is way easier to set-up. On Anaconda we have users working on Machine Learning in minutes, where on PyCharm is takes a lot longer to set-up and often involves getting help from IT. PyCharm is easier to integrate with Code repositories (such as GitHub), so if that's very important to you, you might want to take a look at PyCharm
No photo available
It is relatively cheaper and more common than others.Easy to for predictive modeling and data analytics.Useful for data preparation and data presentation. Helps in preparing staging tables and platforms for other applications.
Olayinka Awoyemi profile photo

Return on Investment

  • Centralized repository for all notebooks and analysis projects.
  • Solved for some security concerns from IT.
  • Saves money by avoiding ad-hoc computer resources for analysts.
No photo available
  • Efficient result
  • Validity of result
  • Improved customer service
Olayinka Awoyemi profile photo

Pricing Details

Anaconda

General
Free Trial
Free/Freemium Version
Premium Consulting/Integration Services
Entry-level set up fee?
No
Anaconda Editions & Modules
Anaconda
Additional Pricing Details

IBM SPSS Modeler

General
Free Trial
Yes
Free/Freemium Version
Premium Consulting/Integration Services
Yes
Entry-level set up fee?
Optional
IBM SPSS Modeler Editions & Modules
IBM SPSS Modeler
Edition
IBM SPSS Modeler Personal
$4,6701
IBM SPSS Modeler Professional
$7,0001
IBM SPSS Modeler Premium
$11,6001
IBM SPSS Modeler Gold
contact IBM1
1. per year
Additional Pricing Details
IBM SPSS Modeler Personal enables users to design and build predictive models right from the desktop. IBM SPSS Modeler Professional extends SPSS Modeler Personal with enterprise-scale in-database mining, SQL pushback, collaboration and deployment, champion/challenger, A/B testing, and more. IBM SPSS Modeler Premium extends SPSS Modeler Professional by including unstructured data analysis with integrated, natural language text and entity and social network analytics. IBM SPSS Modeler Gold extends SPSS Modeler Premium with the ability to build and deploy predictive models directly into the business process to aid in decision making. This is achieved with Decision Management which combines predictive analytics with rules, scoring, and optimization to deliver recommended actions at the point of impact.