What users are saying about
45 Ratings
2 Ratings
45 Ratings
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Score 8.6 out of 101
2 Ratings
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Score 9.1 out of 101

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Likelihood to Recommend

Anaconda

Anaconda is the best solution when you need to make more basic algorithm training. However, when the client necessity if completely new or there're poor libraries, anaconda is too basic.When designing algorithms, I find ai-one to be very useful. Other tools that more suitable than Anaconda for more complex tasks are protege, biffblue and Nervana Neon
Mauricio Quiroga-Pascal Ortega profile photo

Panoply

Panoply is great for smaller organizations where analytics is critical, but it is unrealistic to hire a data engineer or build a data infrastructure. Panoply comes as a full data stack out of the box.
No photo available

Feature Rating Comparison

Platform Connectivity

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

Data Exploration

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

Data Preparation

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

Platform Data Modeling

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

Model Deployment

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

Pros

  • 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.
Matthew Deakyne profile photo
  • Ease of data integrations. Importing data into the data warehouse is a point-and-click effort.
  • Automated data modeling. The data is modeled in a way that facilitates analysis without having to look into it myself.
  • Query speed. Automated query optimization has really sped up our dashboards.
No photo available

Cons

  • I am not sure as I have not explored more on Anaconda platform if we can create workflows of different tasks on data using pre-defined templates. For example, KNIME offers this kind of approach.
  • Once some analysis is completed and if the result has to be presented, currently I see the only option is sharing the Jupyter notebook.
SURA SREENIVASULU profile photo
  • Needs more user control
No photo available

Likelihood to Renew

Anaconda7.0
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
No score
No answers yet
No answers on this topic

Usability

Anaconda8.0
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
No score
No answers yet
No answers on this topic

Alternatives Considered

SURA SREENIVASULU profile photo
Panoply's time to value is much more rapid than Redshift, BigQuery, or Snowflake.
No photo available

Return on Investment

  • Anaconda has helped us analyze academic data to inform business decisions.
  • Anaconda has helped us visualize complex data sets into understandable graphics.
  • Anaconda has helped us explore machine learning abilities and limitations.
Matthew Deakyne profile photo
  • There is no question that Panoply is more affordable than many building and managing similar solutions
No photo available

Screenshots

Pricing Details

Anaconda

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

Panoply

General
Free Trial
Yes
Free/Freemium Version
Premium Consulting/Integration Services
Entry-level set up fee?
No
$79*
1.  millions rows, storage, data sources
Additional Pricing Details
Panoply offers simple, transparent pricing. All plans have a 21-day free trial—no credit card required. You'll get an account executive and data architect to help you get the most out of your smart data warehouse. Pricing starts at $79/month.