Anaconda vs Arcadia Data comparison

The compared Anaconda and Arcadia Data solutions aren't in the same category. Anaconda is ranked #11 in Data Science Platforms , with an average rating of 8.7, and holds a 2.1% mindshare in the category. Arcadia Data is ranked #3 in BoH , and holds a 27.3% mindshare. Additionally, 95% of Anaconda users are willing to recommend the solution.

Anaconda

Read 19 Anaconda reviews

1,678 Views
1,259 Comparison Views

95% willing to recommend

Arcadia Data

76 Views
27 Comparison Views

Anaconda

Arcadia Data

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Executive Summary

We performed a comparison between Anaconda and Arcadia Data based on real PeerSpot user reviews.

Find out what your peers are saying about Databricks, Knime, Amazon Web Services (AWS) and others in Data Science Platforms.

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Buyer's Guide

Data Science Platforms

June 2025

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Helped 861,170 peers since 2012

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

Anaconda

Average Rating

8.2

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

Data Science Platforms (11th)

Arcadia Data

Average Rating

0.0

Number of Reviews

Ranking in other categories

BI on Hadoop (3rd)

Mindshare comparison

While both are Business Intelligence solutions, they serve different purposes. Anaconda is designed for Data Science Platforms and holds a mindshare of 2.1%, up 2.1% compared to last year.
Arcadia Data, on the other hand, focuses on BI on Hadoop, holds 27.3% mindshare, up 13.0% since last year.

Data Science Platforms

BI on Hadoop

Featured Reviews

Rohan Sharma

AI/ML Co-Lead at Developer Student Clubs - GGV

Provides all the frameworks and makes it easy to create environments for multiple projects

The best thing is that it provides all the frameworks and makes it easy to create environments for multiple projects using Anaconda. It is easy for a beginner to learn to use Anaconda. Comparatively, it is easier than using virtual environments or other environments because of the Conda environment. However, there are many things in Anaconda that people need to be aware of, so it can be challenging.

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Top Industries

By visitors reading reviews

Financial Services Firm

19%

Computer Software Company

10%

Manufacturing Company

University

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

Questions from the Community

What do you like most about Anaconda?

The tool's most valuable feature is its cloud-based nature, allowing accessibility from anywhere. Additionally, using Jupyter Notebook makes it easy to handle bugs and errors.

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What is your experience regarding pricing and costs for Anaconda?

Anaconda is an open-source tool, so I do not pay anything for it. It is compatible with every tool, regardless of whether it is open source or a paid package.

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What needs improvement with Anaconda?

There is room for improvement, especially regarding deployment. The process could be streamlined as the number of actions needed to deploy is quite large compared to other tools.

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Comparisons

Databricks vs Anaconda

Compared 36% of the time

Microsoft Power BI vs Anaconda

Compared 14% of the time

Amazon SageMaker vs Anaconda

Compared 13% of the time

Microsoft Azure Machine Learning Studio vs Anaconda

Compared 7% of the time

IBM SPSS Statistics vs Anaconda

Compared 5% of the time

More Anaconda Competitors

No data available

Product Reports

Buyer's Guide

Anaconda

July 2025

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No data available

Overview

Anaconda makes it easy for you to install and maintain Python environments. Our development team tests to ensure compatibility of Python packages in Anaconda. We support and provide open source assurance for packages in Anaconda to mitigate your risk in using open source and meet your regulatory compliance requirements.

Python is the fastest growing language for data science. Anaconda includes 720+ Python open source packages and now includes essential R packages. This powerful combination allows you to do everything you want from BI to advanced modeling on complex Big Data

Anaconda

Arcadia Data unifies visual analysis, data discovery and business intelligence native in Hadoop. Its unique on-cluster execution architecture runs analytics directly on your Hadoop nodes. No need to add hardware or pull standalone extracts.

GET BUSINESS USERS STRAIGHT INTO BIG DATA WITH DRAG-N-DROP EASE

SCALE OUT TO HUNDREDS OF BILLIONS OF DATA POINTS WITH NEAR REAL-TIME RESPONSE

ROLE-BASED ACCESS CONTROL PROVIDES SECURITY DIRECTLY ON HADOOP CLUSTERS

Arcadia Data

Sample Customers

LinkedIn, NASA, Boeing, JP Morgan, Recursion Pharmaceuticals, DARPA, Microsoft, Amazon, HP, Cisco, Thomson Reuters, IBM, Bridgestone

Appboy, MarketShare, HP, P&G

Buyer's Guide

Data Science Platforms

June 2025

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We monitor all Data Science Platforms reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.