Top Rated
77 Ratings
<a href='https://www.trustradius.com/static/about-trustradius-scoring' target='_blank' rel='nofollow noopener noreferrer'>trScore algorithm: Learn more.</a>Score 9 out of 100
Based on 77 reviews and ratings
6 Ratings
<a href='https://www.trustradius.com/static/about-trustradius-scoring' target='_blank' rel='nofollow noopener noreferrer'>trScore algorithm: Learn more.</a>Score 6.9 out of 100
Based on 6 reviews and ratings
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.
Ph.D student
University of VermontHigher Education, 5001-10,000 employees
Domino
No answers on this topic
Feature Rating Comparison
Platform Connectivity
Anaconda
8.7
Domino
—
Connect to Multiple Data Sources
Anaconda
8.9
Domino
—
Extend Existing Data Sources
Anaconda
9.1
Domino
—
Automatic Data Format Detection
Anaconda
8.6
Domino
—
MDM Integration
Anaconda
8.2
Domino
—
Data Exploration
Anaconda
8.3
Domino
—
Visualization
Anaconda
8.4
Domino
—
Interactive Data Analysis
Anaconda
8.2
Domino
—
Data Preparation
Anaconda
8.4
Domino
—
Interactive Data Cleaning and Enrichment
Anaconda
8.6
Domino
—
Data Transformations
Anaconda
9.0
Domino
—
Data Encryption
Anaconda
7.7
Domino
—
Built-in Processors
Anaconda
8.3
Domino
—
Platform Data Modeling
Anaconda
8.6
Domino
—
Multiple Model Development Languages and Tools
Anaconda
9.3
Domino
—
Automated Machine Learning
Anaconda
8.0
Domino
—
Single platform for multiple model development
Anaconda
8.9
Domino
—
Self-Service Model Delivery
Anaconda
8.4
Domino
—
Model Deployment
Anaconda
8.8
Domino
—
Flexible Model Publishing Options
Anaconda
8.7
Domino
—
Security, Governance, and Cost Controls
Anaconda
8.8
Domino
—
Pros
Anaconda
- Clear install story. There are a lot of ways to install python. There's only one way to install anaconda. This makes teaching and standardizing much easier.
- Batteries included. It's easy to install things in python, but anaconda ships with most of what you need out of the box. This helps with standardization and reproducibility.
- Good integrations with Jupyter and other visual tools. Jupyter is really convenient when learning various python packages. Anaconda makes these tools easy to launch and to use.
Academic Services Manager
The University of KansasHigher Education, 10,001+ employees
Domino
No answers on this topic
Cons
Anaconda
- Anaconda could greatly benefit by integrating with Git and other versioning software.
- The software's default installation is relatively bloated, slower on older machines, and could be improved by allowing for a lean default installation environment.
- Anaconda has an issue with supporting the current version of Computer-Vision, a commonly used machine learning package.
Vice President of Research, Neuroscientist
SPARK NeuroResearch, 11-50 employees
Domino
No answers on this topic
Likelihood to Renew
Anaconda
Anaconda 7.0
Based on 1 answer
It's really good at data processing, but needs to grow more in publishing in a way that a non-programmer can interact with. It also introduces confusion for programmers that are familiar with normal Python processes which are slightly different in Anaconda such as virtualenvs.
Academic Services Manager
The University of KansasHigher Education, 10,001+ employees
Domino
No score
No answers yet
No answers on this topic
Usability
Anaconda
Anaconda 8.8
Based on 2 answers
The interface is an easy to use command-line interface, or a GUI for launching and/or discovering different parts of the system.
Software Development Lead / Product Manager at Solution Level
SKA OrganisationResearch, 51-200 employees
Domino
No score
No answers yet
No answers on this topic
Support Rating
Anaconda
Anaconda 8.5
Based on 11 answers
There is a lot of sources to get support for Anaconda based on the large data scientist or data engineer user community. Whenever you need something, you can type it in Google search, and you can find out people who had a similar problem and the solution for it.
Business Analyst
3MCosmetics, 10,001+ employees
Domino
No score
No answers yet
No answers on this topic
Alternatives Considered
Anaconda
ANACONDA VS Alteryx Analytics: Even though I find Alteryx to be an excellent tool for managing extremely massive data, Anaconda is much better and easy for analytics.Anaconda VS. MicroStrategy Analytics: Compared with Anaconda, MicroStrategy Analytics is very difficult to use and counter-intuitiveAnaconda VS. Power BI For Office 365: One of the main advantages of BI for Office 364 is its capacity to data connectivity. However, it's very hard to edit data connections, once BI for Office is deployed in other platforms
Senior Cognitive Solutions Consultant
Cognitiva IBM Watson Strategic PartnerComputer Software, 51-200 employees
Domino
No answers on this topic
Return on Investment
Anaconda
- We can get any new employee set-up on Python for Machine learning in minutes, without any assistance from IT. That's real $ savings.
- We started to experiment with Machine Learning a lot more, which leads to creating new projects which can have a tremendous impact on the business.

Verified User
Team Lead in Engineering
Computer Games Company, 51-200 employeesDomino
No answers on this topic
Pricing Details
Anaconda
General
Free Trial
—Free/Freemium Version
—Premium Consulting/Integration Services
—Entry-level set up fee?
No
Anaconda Editions & Modules
Edition
Commercial Edition | 14.951 |
---|---|
Team Edition | $10,000 |
Enterprise Edition | Contact for quote |
- per month
Additional Pricing Details
—Domino
General
Free Trial
—Free/Freemium Version
—Premium Consulting/Integration Services
—Entry-level set up fee?
No
Domino Editions & Modules
—