Anaconda
Streamline data science and AI workflows with comprehensive toolsets.. [Paid]
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What is Anaconda?
Anaconda is the trusted foundation for AI-native development, providing a secure, governed platform for data science and machine learning from experimentation to production. Anaconda Distribution is a free Python/R data science distribution that includes conda (a package and environment manager), Anaconda Navigator (a desktop GUI), over 600 pre-installed packages, and access to 8,000 open-source data science and machine learning packages from the Anaconda Public Repository.
The Anaconda Platform helps teams ship AI to production in days instead of months by preventing deployment failures, security blind spots, and POC purgatory. It offers pre-vetted open-source Python packages, secure environment management, enterprise governance for AI model deployment, automated security scanning, intelligent conflict resolution, and full visibility into every system, dependency, and deployment. Key products include Anaconda Core for trusted package management and AI Catalyst for deploying pre-validated, optimized open-source AI models.
Anaconda is built for data scientists, AI engineers, IT and security teams, technical and business leaders, students, researchers, and academics. Over 50 million users globally, 1.9 million developers and contributors, 1 million+ global organizations, and 95% of Fortune 500 companies rely on Anaconda. It supports cross-platform deployment (Windows, macOS, Linux) and cross-language support (Python, R, C/C++, Rust, Go).
Anaconda pricing
Pricing model: Freemium
Anaconda offers four pricing tiers: FREE ($0 per user/month for up to 1 seat) for students and individual practitioners with 5GB cloud storage, 30 AI Assistant chats/day, free learning courses; STARTER ($15/month/user, free for academic accounts) up to 15 seats with 10GB storage, 60 AI Assistant chats/day, enhanced cloud compute, 4 apps, SOC 2 and ISO 27001 certification, package security management; BUSINESS ($50/month/user, annual subscription) up to 15 seats with 20GB storage, 120 AI Assistant chats/day, 10 apps, advanced compute, Single Sign-On (SSO), usage insights, vulnerability tracking, CVE visibility, policy filters, signature verification, virtual channels; CUSTOM (contact sales) for large enterprises, government agencies, and multi-team AI initiatives with enterprise-grade AI systems at scale. Add-ons include Premium Support, Professional Services, Mirroring (with bulk licensing), and Scaled Enterprise Deployment.
Anaconda pros
- 50 million users globally with 95% of Fortune 500 companies trusting it
- 8,000 open-source data science and machine learning packages in public repository
- conda package and environment manager ensures compatibility and reproducibility
- Anaconda Navigator provides GUI for package/environment management without command line
- Pre-vetted open-source packages with automated security scanning
- Enterprise governance for deploying AI models with security controls
- Cross-platform support: Windows, macOS, Linux (x86/AARCH64/PPC64LE/s390x)
- Cross-language support: Python, R, C/C++, Rust, Go and more
- Intelligent dependency conflict resolution that just works
- AI Catalyst deploys pre-validated optimized AI models in days instead of months
- ISO 27001 and SOC 2 Type 2 certified for enterprise security
- CVE visibility with NVD/NIST sync for vulnerability tracking
- Private package repository for secure organizational package management
- Cloud and desktop Jupyter notebooks with trusted open-source tools
- On-prem, air-gapped, private cloud, and single-tenant cloud deployment options
- Anaconda AI Assistant for writing and debugging code in Jupyter notebooks
- Anaconda Learning includes structured on-demand data science and Python courses
- Anaconda Toolbox for Microsoft Excel for Python analysis and automation
Anaconda cons
- Business license required for organizations with 200+ employees/contractors
- Free plan limited to 1 seat only
- Free plan cloud notebooks only include 5GB storage
- Starter and Business plans limited to 15 seats before contacting sales
- Free plan only includes 30 AI Assistant chats per day
- Premium Support and Professional Services are paid add-ons
- Mirroring feature requires bulk licensing as add-on
- Scaled Enterprise Deployment is an add-on not included in base plans
Frequently asked questions about Anaconda
What problem does Anaconda solve?
Anaconda solves challenges with unvetted packages, dependency conflicts, inconsistent environments, and security gaps that traditional tools were not built to address at scale. Most AI projects rely on dozens of interdependent open-source components that can fall out of sync, causing builds to break and environments to drift. Anaconda provides a secure, governed foundation for working with open-source software across the entire AI development lifecycle. Conda ensures compatibility and reproducibility across platforms and architectures, so what works in development runs reliably in production. Paid plans give enterprises security controls, compliance tools, and access to vetted packages for building AI with confidence in regulated industries.
What is Anaconda Distribution?
Anaconda Distribution is a free Python distribution designed for data science. An Anaconda Distribution install includes Conda and Anaconda Navigator, a desktop GUI that is preloaded with the most widely used data science and machine learning packages. It contains conda (a package and environment manager for the command line), Anaconda Navigator (a desktop application built on conda), over 600 automatically installed packages that work well together out of the box, and access to the Anaconda Public Repository with 8,000 open-source data science and machine learning packages.
Who should use Anaconda?
Anaconda is built for anyone who builds and deploys AI. Data scientists and AI engineers rely on it to experiment, develop models, and move work into production with confidence. IT and security teams use Anaconda's governance and security features to manage infrastructure, control access to vetted packages, and reduce exposure to vulnerabilities. Technical and business leaders get visibility and control to scale AI initiatives without sacrificing speed or compliance. Students, researchers, and academics also use Anaconda to streamline workflows regardless of field or experience level.
How is Anaconda being used?
Organizations across finance, manufacturing, healthcare, and more industries use Anaconda to build and deploy AI-native applications. Teams use it to manage secure development environments, access vetted open-source packages, and move compound AI systems from experimentation to production reliably. Applications range from large language model development to data visualization to scientific computing. Anaconda provides the foundation teams need to build with speed and confidence at scale.
Does Anaconda make it easier for enterprises to perform open-source data science, AI, and machine learning?
Yes! Anaconda Business plans make it easy for enterprise users to access the open-source software they need while adhering to advanced security standards. The platform provides enterprise governance, security controls, compliance tools, and access to vetted packages that organizations need to build AI with confidence, even in the most regulated industries.
What is the relationship between Anaconda and Python?
Python is a widely used, multi-purpose programming language. Anaconda pioneered the use of Python for data science, champions its vibrant community, and continues to steward open-source projects that make tomorrow's innovation possible. Anaconda is the birthplace of Python data science.
How much does Anaconda cost?
Anaconda offers multiple pricing tiers. The Free plan is $0 per user/month for up to 1 seat, perfect for learning Python. The Starter plan is $15/month/user (free for academic accounts) for small teams up to 15 seats. The Business plan is $50/month/user with annual subscription for up to 15 seats, ideal for corporate teams and regulated industries. Custom pricing is available for large enterprises, government agencies, and multi-team AI initiatives. Organizations with 200+ employees require a paid Business license.
What kind of security is provided with Anaconda?
Anaconda's paid plans offer security and compliance features including Conda Signature Verification for package integrity and authenticity, CVE curation with NVD/NIST sync for vulnerability tracking, SBOMs (Software Bill of Materials), package security management with policy filters (restrict by license, CVE score/status, age, or Conda spec), vulnerability tracking that restricts packages with known vulnerabilities, ISO 27001:2022 certification, SOC 2 Type 2 certification, and the ability to deploy on-prem, air-gapped, private cloud, or single-tenant cloud for security and compliance.
What kind of interoperability does Anaconda offer?
Conda, Anaconda's package, environment, and dependency manager, was built to support cross-platforms (Windows, macOS, Linux on x86/AARCH64/PPC64LE/s390x) and cross-languages (Python, R, C/C++, Rust, Go, and more). Conda is particularly helpful for reproducibility and deployment of applications into multiple environments. Models and applications written on one computer can easily be ported to another regardless of platform, supporting Anaconda's core values of widespread adoption, sharing, and collaboration.
Where can I find Anaconda support resources?
Head to the Anaconda Support Center to access helpful documentation. You can also access Anaconda's global community to share knowledge, ask questions, and collaborate with Python and data science practitioners. Anaconda Learning includes structured, on-demand courses on data science, Python, AI, and ML where you can code along, build projects, and track progress. For account access, org management, and tokens, User Care provides step-by-step help. Technical Support is available for troubleshooting product issues including setup, configuration, and usage, with response times varying by plan tier. Premium Support and Professional Services are available as add-ons for faster response times and advanced technical help.