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Anaconda Business vs Arcadia Data comparison

 

Comparison Buyer's Guide

Executive Summary

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 Business
Average Rating
8.2
Reviews Sentiment
7.0
Number of Reviews
24
Ranking in other categories
Data Science Platforms (7th)
Arcadia Data
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
BI on Hadoop (4th)
 

Mindshare comparison

While both are Business Intelligence solutions, they serve different purposes. Anaconda Business is designed for Data Science Platforms and holds a mindshare of 2.3%, up 2.1% compared to last year.
Arcadia Data, on the other hand, focuses on BI on Hadoop, holds 5.5% mindshare, down 10.7% since last year.
Data Science Platforms Market Share Distribution
ProductMarket Share (%)
Anaconda Business2.3%
Databricks12.3%
KNIME Business Hub11.2%
Other74.2%
Data Science Platforms
BI on Hadoop Market Share Distribution
ProductMarket Share (%)
Arcadia Data5.5%
JethroData18.6%
AtScale Adaptive Analytics (A3)17.8%
Other58.099999999999994%
BI on Hadoop
 

Featured Reviews

Karthik Ganiga - PeerSpot reviewer
Has improved compliance workflows and reduced setup time with secure package management
The best features Anaconda Business offers in my experience include a secured package repository, vulnerability scanning, team collaboration tools, and enterprise integration, license, and user tracking. The repository feature of Anaconda Business ensures that only trusted, verified Python or R packages can be used, and for integration and licensing, it helps to meet compliance requirements that we need, mainly aiding in safe, controlled, and easy Python or R management for enterprise data. Anaconda Business positively impacts our organization by protecting us from compliance and security risks while keeping the environment consistent, allowing our team to focus on insight and innovation instead of worrying about setups, security, and software issues. Anaconda Business provides a 60 to 70% faster environment setup, zero security incidents, lower compliance costs, and better productivity.
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Top Industries

By visitors reading reviews
Financial Services Firm
17%
University
9%
Manufacturing Company
8%
Computer Software Company
8%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business11
Midsize Enterprise2
Large Enterprise14
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.
What is your experience regarding pricing and costs for Anaconda?
My experience with pricing, setup cost, and licensing is satisfactory.
What needs improvement with Anaconda?
I think Anaconda Business is performing well overall. My suggestion for improvement is that they should enhance the security point of view; it's good, but it needs some more advanced features.
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Overview

 

Sample Customers

LinkedIn, NASA, Boeing, JP Morgan, Recursion Pharmaceuticals, DARPA, Microsoft, Amazon, HP, Cisco, Thomson Reuters, IBM, Bridgestone
Appboy, MarketShare, HP, P&G
Find out what your peers are saying about Databricks, Amazon Web Services (AWS), Knime and others in Data Science Platforms. Updated: October 2025.
873,209 professionals have used our research since 2012.