• HOME
  • CATEGORIES

    • CATEGORIES

    • Application Development

      • Observability Platforms
      • Integrated Development Environment (IDE) Software
      • Enterprise Agile Planning Tools
      • Integration Platform as a Service
      • AI-Augmented Software Testing Tools
      • View All
    • Artificial Intelligence

      • AI Code Assistants (Transitioning to AI Coding Agents)
      • Generative AI Knowledge Management Apps/General Productivity
      • AI Application Development Platforms
      • Conversational AI Platforms
      • Artificial Intelligence Applications in IT Service Management (Transitioning to AI Applications in IT Service Management)
      • View All
    • Cloud Computing

      • Backup and Data Protection Platforms
      • Cloud Database Management Systems
      • Strategic Cloud Platform Services
      • Server Virtualization (Transitioning to Server Virtualization Platforms)
      • Hybrid Cloud Storage
      • View All
    • Customer Relationship Management

      • Contact Center as a Service
      • CRM Customer Engagement Center
      • Digital Experience Platforms
      • Web Content Management
      • Field Service Management
      • View All
    • Data and Analytics

      • Analytics and Business Intelligence Platforms
      • Data Science and Machine Learning Platforms (Transitioning to AI Platforms For Data Science and Machine Learning)
      • Data Integration Tools
      • Process Mining Platforms (Transitioning to Process Intelligence Platforms)
      • Data and Analytics Governance Platforms
      • View All
    • Education

      • Manager and Leadership Training
      • Corporate Learning Technologies
      • eLearning Authoring Tools
      • Higher Education Student Information System Software as a Service (Transitioning to Higher Education SaaS Student Information Systems)
      • Digital Learning Content Providers
      • View All
    • Enterprise Networking and Communications

      • Unified Communications as a Service
      • Global WAN Services
      • Intranet Packaged Solutions
      • Edge Distribution Platforms
      • SD-WAN
      • View All
    • Finance

      • Expense Management Software
      • Financial Close and Consolidation Solutions
      • Financial Planning Software
      • Cloud Financial Management Tools
      • Accounts Payable Applications
      • View All
    • Healthcare and Life Sciences

      • Medical Device Security Solutions (Transitioning to Medical Device Risk Management Platforms)
      • Health Navigation Solutions
      • Claim Editor Software
      • Revenue Cycle Management Software (Transitioning to Revenue Cycle Management Solutions)
      • Digital Health Platforms (Transitioning to Healthcare Provider Industry Cloud Platforms)
      • View All
    • Human Resources

      • Employee Recognition and Reward Systems
      • Workforce Management Applications (Transitioning to Workforce Management (WFM) Technology)
      • Digital Employee Experience Management Tools
      • Talent Acquisition (Recruiting) Suites
      • Cloud HCM Suites for Regional and/or Sub-1,000 Employee Enterprises
      • View All
    • IT Infrastructure and IoT

      • Enterprise Wired and Wireless LAN Infrastructure (Transitioning to Enterprise Wired and Wireless LAN)
      • IT Service Management Platforms
      • Endpoint Management Tools
      • Container Management
      • Infrastructure Monitoring Tools
      • View All
    • IT Security

      • Endpoint Protection Platforms
      • Email Security
      • Managed Detection and Response
      • Security Information and Event Management
      • Security Awareness Computer-Based Training
      • View All
    • Legal

      • Contract Life Cycle Management
      • Electronic Signature
      • Governance, Risk and Compliance Tools, Assurance Leaders
      • Compliance Monitoring Solutions
      • E-Discovery Solutions
      • View All
    • Manufacturing

      • Enterprise Asset Management Software
      • Manufacturing Execution Systems
      • Global Industrial IoT Platforms
      • PLM Software in Discrete Manufacturing Industries
      • Computer-Aided Design (CAD) Software
      • View All
    • Marketing

      • Video Editing Software
      • Email Marketing
      • Multichannel Marketing Hubs
      • Voice of the Customer Platforms
      • Customer Data Platforms
      • View All
    • Productivity and Collaboration

      • Document Management
      • Collaborative Work Management
      • Visual Collaboration Applications
      • Knowledge Management (KM) Software
      • Adaptive Project Management and Reporting
      • View All
    • Public Sector and Government

      • Government ERP Solutions
      • Government Budgeting and Planning Solution
      • Cloud-Based ERP for U.S. Local Government
      • Citizen Service Delivery
      • Government Contracting Software
      • View All
    • Retail

      • Digital Commerce
      • Digital Commerce Payment Vendors (Transitioning to Digital Commerce Payment Platforms)
      • Retail Workforce Management Applications (Transitioning to Retail Workforce Management Technology)
      • Retail Assortment Management Applications: Long Life Cycle Products
      • Digital Shelf Analytics
      • View All
    • Sales

      • Revenue Enablement Platforms
      • Configure, Price and Quote Applications
      • Sales Force Automation Platforms (Transitioning to CRM Sales Platforms)
      • Revenue Intelligence (Transitioning to Revenue Action Orchestration)
      • Search and Product Discovery
      • View All
    • Supply Chain Management

      • Supply Chain Planning Solutions
      • Transportation Management Systems
      • Real-Time Transportation Visibility Platforms
      • Warehouse Management Systems
      • Supply Chain Strategy, Planning and Operations Consulting
      • View All
    • Utilities

      • Geospatial Information Systems for Energy and Utilities
      • Mobile Workforce Management Software for Utilities (Transitioning to Mobile Workforce Management Solutions for Power and Utilities)
      • Energy Management and Optimization Systems
      • Energy Trading and Risk Management
      • Advanced Distribution Management Systems
      • View All
    • Browse All Categories
  • FOR VENDORS

    • FOR VENDORS

    • Log In to Vendor Portal
    • Get Started
  • REVIEWS

    • REVIEWS

    • Write a Review
    • Product Reviews
    • Vendor Directory
    • Product Comparisons
  • GARTNER PEER COMMUNITY™
  • GARTNER.COM
  • Community GuidelinesListing GuidelinesBrowse VendorsRules of EngagementFAQPrivacyTerms of Service
    ©2026 Gartner, Inc. and/or its affiliates.
    All rights reserved.
  • Categories

      • Application Development
      • Artificial Intelligence
      • Cloud Computing
      • Customer Relationship Management
      • Data and Analytics
      • Education
      • Enterprise Networking and Communications
      • Finance
      • Healthcare and Life Sciences
      • Human Resources
      • IT Infrastructure and IoT
      • IT Security
      • Legal
      • Manufacturing
      • Marketing
      • Productivity and Collaboration
      • Public Sector and Government
      • Retail
      • Sales
      • Supply Chain Management
      • Utilities
      Browse All Categories

      Application Development

      69 markets
      • Observability Platforms
      • Integrated Development Environment (IDE) Software
      • Enterprise Agile Planning Tools
      • Integration Platform as a Service
      • AI-Augmented Software Testing Tools
      • API Management
      • Enterprise Low-Code Application Platforms
      • Robotic Process Automation
      • Business Process Automation Tools
      • DevOps Platforms (Transitioning to DevSecOps Platforms)
      • Business Orchestration and Automation Technologies
      • Enterprise Architecture Tools
      • Custom Software Development Services
      • Code Review Tools
      • Digital Adoption Platforms
      • Domain Registrars
      • Game Engine Software
      • Website Builders
      • Developer Productivity Insight Platforms
      • Public Cloud IT Transformation Services (Transitioning to Public Cloud Optimization and Transformation Services)
      • API Generation Software
      • Feature Management
      • AI Agents for Application Developers
      • Application Platforms (Transitioning to Cloud-Native Application Protection Platforms)
      • Application Crowdtesting Services
      • Prototyping Software
      • Mobile App Analytics
      • Test Data Management
      • Virtual Reality Development Software
      • Green Software Engineering
      • Application Testing Services, Worldwide (Transitioning to Quality Engineering Services)
      • Event Brokers
      • Application Integration Platforms
      • AI-Augmented Code Modernization Tools
      • Independent Third-Party Software Support of Megavendors
      • Application Development Life Cycle Management (Transitioning to DevOps Platforms)
      • Digital Twin of an Organization Platforms
      • Microsoft 365 Implementation and Support Services
      • BPM-Platform-Based Case Management Frameworks
      • Microsoft Product Support Services
      • Product Roadmapping Tools for Software Engineering
      • AI Agent Development Platforms for Software Engineering
      • Multiexperience Development Platforms
      • Application Portfolio Management Tools
      • Application Composition Platform
      • Internal Developer Portals
      • Load Testing Tools
      • Cloud Development Environments
      • Mobile Development Frameworks
      • SAP S/4HANA Application Services, Worldwide (Transitioning to Cloud ERP Services)
      • B2B Gateway Software
      • Blockchain Consulting and Proof-of-Concept Development Services
      • Citizen Application Development Platforms
      • Mobile Application Testing Services
      • Value Stream Management Platforms
      • Oracle Cloud Application Services, Worldwide (Transitioning to Cloud ERP Services)
      • SAP Application Services, Worldwide
      • SAP SuccessFactors Service Providers (Transitioning to Cloud ERP Services)
      • Service Mesh
      • API and MCP Testing Tools
      • Business-Outcome-Driven Enterprise Architecture Consulting (Retired)
      • Oracle Application Services, Worldwide (Transitioning to Cloud ERP Services)
      • Rapid Mobile App Development Tools
      • SAP Selective Test Data Management Tools
      • Augmented Reality Development Software
      • Blockchain as a Service
      • Mobile Application Management (Transitioning to Endpoint Management Tools)
      • Mobile Back-End Services
      • R&D Outsourcing Providers
      View More
  • For Vendors

    • Log In to Vendor Portal 

    • Get Started 

  • Write a Review

Join / Sign In
  1. Home
  2. /
  3. Anaconda AI Platform
Logo of Anaconda AI Platform

Anaconda AI Platform

byAnaconda
in Data Science and Machine Learning Platforms (Transitioning to AI Platforms For Data Science and Machine Learning)
4.3

Overview

Product Information on Anaconda AI Platform

Updated 3rd March 2026

What is Anaconda AI Platform?

The Anaconda Platform is a software designed to facilitate data science, machine learning, and artificial intelligence workflows. The software provides an integrated environment for developing, managing, and deploying AI-driven applications. It offers features such as support for popular programming languages, access to a repository of open-source packages, and collaborative workspace tools. The Anaconda Platform enables users to manage environments, handle dependencies, and simplify the process of scaling AI models across teams or cloud infrastructures. The software addresses challenges related to reproducibility, security, and operationalization in the deployment of data-driven projects within various business contexts.

Anaconda AI Platform Pricing

The Anaconda Platform software uses a subscription-based pricing model, offering different tiers based on user count and required features. Pricing varies according to the selected plan, which may include options for individuals, teams, and enterprises. Each tier provides access to platform capabilities aligned with usage and support requirements.

Overall experience with Anaconda AI Platform

Data Analyst
50M - 250M USD, Manufacturing
FAVORABLE

“A powerful, enterprise grade platform for secure and scalable data science workflows”

5.0
Jan 4, 2026
Overall, my experience with Anaconda AI has been great, it is a stable, enterprise ready system for data science and AI development with the best security controls and governance capabilities.
Data Analyst
Gov't/PS/ED 5,000 - 50,000 Employees, Education
CRITICAL

“Dependency Conflicts Remain a Challenge Despite Anaconda’s Simplified Setup”

3.0
Jan 31, 2026
It is nice that anaconda exists, it makes life easier. But, the conflicts can be a pain

About Company

Company Description

Updated 7th December 2023

Anaconda is a widely-used platform specializing in the development and deployment of secure Python solutions. The company brought the use of Python to data science and supports the dynamic community built around it. Anaconda also manages several open-source projects that are at the forefront of next-generation artificial intelligence (AI) and machine learning (ML) innovations. The company's solutions contribute to enabling professionals and institutions globally to effectively use the power of open source for competitive advantage and innovative discoveries.

Company Details

Updated 13th May 2025
Company type
Private
Year Founded
2012
Head office location
Austin, United States
Number of employees
201 - 500
Website
https://www.anaconda.com/

Do You Manage Peer Insights at Anaconda?

Access Vendor Portal to update and manage your profile.

Key Insights

A Snapshot of What Matters - Based on Validated User Reviews

User Sentiment About Anaconda AI Platform
Reviewer Insights for: Anaconda AI Platform
Deciding Factors: Anaconda AI Platform Vs. Market Average
Performance of Anaconda AI Platform Across Market Features

Anaconda AI Platform Likes & Dislikes

Like

1) Best environment and package management, it reduces dependency conflicts and makes it best for data science environment 2) Curated packages and access control are best for security and governance 3) Provide good support for team collaboration by maintaining consistency across all teams

Like

You don't need to compile the dependencies (that's the great thing)

Like

What I like most is how Anaconda simplifies environment and package management. It makes it easy to keep projects organized, avoid dependency issues, and quickly get started with common Python libraries.

Dislike

1) Some may feel this advanced platform is complicated for simple and short projects 2) Requires some time to learn platform features and best practices 3) For simple and short-term projects, pricing may seem high

Dislike

The conflicts in the dependencies can be real pain.

Dislike

What I dislike most is that Anaconda can feel heavy and slow at times. The installation size is large, and the Navigator interface can be sluggish, especially on older or lower-resource systems.

Top Anaconda AI Platform Alternatives

Logo of Dataiku
1. Dataiku
4.7
(871 Ratings)
Logo of Alteryx One Platform
2. Alteryx One Platform
4.4
(830 Ratings)
Logo of DataRobot Agent Workforce Platform
3. DataRobot Agent Workforce Platform
4.6
(741 Ratings)
View All Alternatives

Peer Discussions

Anaconda AI Platform Reviews and Ratings

4.3

(259 Ratings)

Rating Distribution

5 Star
48%
4 Star
47%
3 Star
4%
2 Star
0%
1 Star
0%
Why ratings and reviews count differ?

Customer Experience

Evaluation & Contracting

4.4

Integration & Deployment

4.3

Service & Support

4.3

Product Capabilities

4.6

Filter Reviews
Sort By:
Most helpful
Last 12 Months
Star Rating
Reviewer Type
Reviewer's Company Size
Reviewer's Industry
Reviewer's Region
Reviewer's Job Function
  • Data Analyst
    50M-1B USD
    Manufacturing
    Review Source

    A powerful, enterprise grade platform for secure and scalable data science workflows

    5.0
    Jan 4, 2026
    Overall, my experience with Anaconda AI has been great, it is a stable, enterprise ready system for data science and AI development with the best security controls and governance capabilities.
  • Associate
    Gov't/PS/Ed
    Education
    Review Source

    Efficient Data Science Setup Yet Sluggish Performance Noted With Anaconda

    5.0
    Dec 30, 2025
    Overall, my experience with Anaconda has been positive. It is straightforward to install, simplifies package and environment management, and is especially useful for data science and Python development workflows
  • Chemist
    50M-1B USD
    Manufacturing
    Review Source

    Great platform in line with expectations

    4.0
    Jan 26, 2026
    I find the platform fairly straightforward to use and great for conducting analyses. It was easy enough to pick up witht he provided documentation as support material. There was an initial learning curve, but nothing that was too insurmoutnable.
  • Research and Development Associate
    Gov't/PS/Ed
    Education
    Review Source

    Jupyter Notebook and Lab Simplify Project Workflows for Data Science Tasks

    4.0
    Mar 20, 2026
    anaconda makes python setup easier for data science and analysis domain
  • Data Scientist
    50M-1B USD
    Banking
    Review Source

    Open source tool simplifies Model Building, Testing and implement proof of concepts

    5.0
    Jan 26, 2026
    Great open-source platform for building and testing models. User friendly and best suited for learning and ramping up on Data Science Machine Learning skills.
...
Showing Result 1-5 of 254

Recommended Gartner Insights

  • Critical Capabilities for Data Science and Machine Learning Platforms (Transitioning to AI Platforms For Data Science and Machine Learning)
  • Magic Quadrant for Data Science and Machine Learning Platforms (Transitioning to AI Platforms For Data Science and Machine Learning)

Gartner Peer Insights content consists of the opinions of individual end users based on their own experiences, and should not be construed as statements of fact, nor do they represent the views of Gartner or its affiliates. Gartner does not endorse any vendor, product or service depicted in this content nor makes any warranties, expressed or implied, with respect to this content, about its accuracy or completeness, including any warranties of merchantability or fitness for a particular purpose.

This site is protected by hCaptcha and its Privacy Policy and Terms of Use apply.


Software reviews and ratings for EMMS, BI, CRM, MDM, analytics, security and other platforms - Peer Insights by Gartner
Community GuidelinesListing GuidelinesBrowse VendorsRules of EngagementFAQsPrivacyTerms of Use

©2026 Gartner, Inc. and/or its affiliates.

All rights reserved.