What users are saying about
48 Ratings
7 Ratings
48 Ratings
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Score 8.7 out of 101
7 Ratings
<a href='https://www.trustradius.com/static/about-trustradius-scoring' target='_blank' rel='nofollow'>trScore algorithm: Learn more.</a>
Score 8.3 out of 101

Likelihood to Recommend

Anaconda

Anaconda shines if you need to set up a data analysis or data science lab in no time. Newcomers to Python or Jupiter can be up and running in minutes and playing with the most popular packages. I think the Anaconda Cloud package could benefit from some UX improvements to clarify the migration process. Integration with external data sources could be improved as well.
Daniel Blazquez profile photo

Databox

Databox is fantastic for companies or agencies that regularly report on a variety of metrics from multiple data sources. It's ideal for any company that uses a variety of different tools (as long as Databox integrates with them). It's particularly good for HubSpot agencies and companies that use HubSpot. It's maybe not necessary for companies that only use one tool or don't do reporting.
Daniel Berry profile photo

Feature Rating Comparison

Platform Connectivity

Anaconda
7.0
Databox
Connect to Multiple Data Sources
Anaconda
10.0
Databox
Extend Existing Data Sources
Anaconda
8.0
Databox
Automatic Data Format Detection
Anaconda
3.0
Databox

Data Exploration

Anaconda
7.5
Databox
Visualization
Anaconda
8.0
Databox
Interactive Data Analysis
Anaconda
7.0
Databox

Data Preparation

Anaconda
7.5
Databox
Interactive Data Cleaning and Enrichment
Anaconda
8.0
Databox
Data Transformations
Anaconda
9.0
Databox
Data Encryption
Anaconda
6.0
Databox
Built-in Processors
Anaconda
7.0
Databox

Platform Data Modeling

Anaconda
8.1
Databox
Multiple Model Development Languages and Tools
Anaconda
10.0
Databox
Automated Machine Learning
Anaconda
6.5
Databox
Single platform for multiple model development
Anaconda
8.5
Databox
Self-Service Model Delivery
Anaconda
7.5
Databox

Model Deployment

Anaconda
6.5
Databox
Flexible Model Publishing Options
Anaconda
7.0
Databox
Security, Governance, and Cost Controls
Anaconda
6.0
Databox

BI Standard Reporting

Anaconda
Databox
7.2
Pixel Perfect reports
Anaconda
Databox
3.0
Customizable dashboards
Anaconda
Databox
9.7
Report Formatting Templates
Anaconda
Databox
9.0

Ad-hoc Reporting

Anaconda
Databox
7.7
Drill-down analysis
Anaconda
Databox
6.7
Formatting capabilities
Anaconda
Databox
7.3
Integration with R or other statistical packages
Anaconda
Databox
7.0
Report sharing and collaboration
Anaconda
Databox
9.7

Report Output and Scheduling

Anaconda
Databox
8.2
Publish to Web
Anaconda
Databox
9.5
Publish to PDF
Anaconda
Databox
8.5
Report Versioning
Anaconda
Databox
5.7
Report Delivery Scheduling
Anaconda
Databox
9.3
Delivery to Remote Servers
Anaconda
Databox
8.0

Data Discovery and Visualization

Anaconda
Databox
8.5
Pre-built visualization formats (heatmaps, scatter plots etc.)
Anaconda
Databox
8.5
Location Analytics / Geographic Visualization
Anaconda
Databox
8.0
Predictive Analytics
Anaconda
Databox
9.0

Pros

Anaconda

  • Integration of the most popular and useful Python packages
  • Managing multiple execution environments
  • Management of package dependencies
Daniel Blazquez profile photo

Databox

  • Combining and integrating with data sources
  • Beautifully displaying metrics
  • Customizing metrics and visualization styles
  • Time range filtering
Daniel Berry profile photo

Cons

Anaconda

  • User Interface could be a little bit more clearer.
  • Error messaging can definitely be improved
No photo available

Databox

  • Finicky editing tools
  • Custom reporting is more expensive
  • Limited visual customizations
Daniel Berry profile photo

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.
Matthew Deakyne profile photo

Databox

No score
No answers yet
No answers on this topic

Usability

Anaconda

Anaconda 8.0
Based on 1 answer
It's really good at installing and getting started. It's less usable and configurable after that. If you stay in the ecosystem, and don't know how to Python any other way - it works really well.
Matthew Deakyne profile photo

Databox

No score
No answers yet
No answers on this topic

Alternatives Considered

Anaconda

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

Databox

Databox is unique in its ability to report from multiple data sources. Google Analytics is the standard when it comes to web metrics, but it's just one of the tools that integrates with Databox. Tableau is fantastic for data visualizations and reporting, but it's much more expensive than Databox, so it's not ideal for everyone. Tableau is also superior with customization
Daniel Berry profile photo

Return on Investment

Anaconda

  • We save a lot of programming time, since all the add-ons are in the same environment.
  • Being multiplatform, Anaconda is perfect for work teams with many people, since it supports all operating systems.
  • The only negative thing that can happen is that at first, the way of working in Anaconda can be a bit confusing. Once passed the learning period, its daily use is very comfortable.
Alejandro Daniel Copati profile photo

Databox

  • Better visualizations for what we're doing
  • Improved efficiency when building reports
  • Automating metrics
Daniel Berry profile photo

Pricing Details

Anaconda

General

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

Databox

General

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

Add comparison