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Anaconda

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Company health

Employee growth
35% increase in the last year
Web traffic
6% decrease in the last quarter
Financing
June 2021 - $83M

Ratings

G2
4.6/5
(127)
Glassdoor
2.9/5
(113)

Anaconda description

Anaconda is a popular platform used for data science and machine learning. It simplifies working with data and building AI models by providing a suite of tools and resources. Anaconda offers a large collection of pre-packaged open-source tools, making it easy for individuals and businesses to get started. Known for its focus on the Python programming language, Anaconda is a comprehensive platform that supports the entire data science lifecycle, from preparing data to deploying AI models.


Who is Anaconda best for

Anaconda is a comprehensive platform ideal for data scientists and developers using Python. It simplifies data science and AI projects with its user-friendly interface and pre-packaged tools. Users praise its comprehensive features and Jupyter Notebook integration but note occasional performance issues.

  • Ideal for small to medium-sized businesses, but also suitable for large enterprises.

  • A versatile tool applicable across various sectors, particularly beneficial for those focused on data science and AI.


Anaconda features

Supported

Anaconda provides access to over 7,500 open-source packages.

Supported

Anaconda supports deploying models on-premise, offering flexibility for secure model management.

Supported

Anaconda supports software package management via the conda package manager.

Supported

Anaconda fully supports Python for data processing, including integration with Excel.

Supported

Anaconda provides tools and frameworks for building, training, and deploying machine learning models.

Supported

Anaconda supports creating charts and graphs using included Python libraries.

Supported

Anaconda supports data preprocessing via Pandas, NumPy, and scikit-learn.

Qualities

We evaluate the sentiment that users express about non-functional aspects of the software

Value and Pricing Transparency

Rather positive
+0.33

Ease of Use

Strongly positive
+0.78

Reliability and Performance

Rather negative
-0.33

Ease of Implementation

Strongly positive
+1

Anaconda reviews

We've summarised 126 Anaconda reviews (Anaconda G2 reviews) and summarised the main points below.

Pros of Anaconda
  • Provides a comprehensive suite of data science tools and libraries in one platform.
  • Simplifies package and environment management with conda.
  • User-friendly interface, especially for beginners in Python and R.
  • Jupyter Notebook integration is widely praised for interactive coding and data analysis.
  • Strong community support and readily available online resources.
Cons of Anaconda
  • Slow startup and loading times are frequently reported.
  • High RAM usage and potential performance impact on lower-spec systems.
  • Occasional bugs and kernel issues, particularly within Jupyter Notebook.
  • Difficulty installing or updating certain packages, with reliance on external solutions like pip.
  • Limited or unclear documentation for troubleshooting specific issues.

Anaconda pricing

The commentary is based on 10 reviews from Anaconda G2 reviews.

Anaconda offers flexible pricing plans for individuals and organizations. Use of Anaconda’s Offerings at an organization of more than 200 employees requires a Business or Enterprise license.

Users sentiment

Strongly negative
-1

See the Anaconda pricing page.

  • Anaconda has a free plan.

Free
Free

Basic workspace for the student or practitioner. 5GB for shareable, cloud-hosted notebooks. Thousands of curated packages. Anaconda Assistant.

Starter
$15 per user/month

Better workspace for the academic or practitioner. 10GB for shareable, cloud-hosted notebooks. On-demand training courses. Anaconda Assistant.

Business
$50 per user/month

Open-source software supply chain security tools. Curated vulnerability data. Audit logs. Anaconda Assistant.

Enterprise
Custom

Advanced collaboration, administrative, and governance tools. One-click deployment. Anaconda Assistant.


Anaconda alternatives

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    Dataiku
    Everyday AI, made simple, collaborative, and impactful.
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  • Logo of Deepnote
    Deepnote
    Collaborative data notebook for teams to analyze, report, and build.
    Read more
  • Logo of Amazon SageMaker
    Amazon SageMaker
    Build, train, and deploy machine learning models easily.
    Read more
  • Logo of PI.EXCHANGE
    PI.EXCHANGE
    AI-powered insights for everyone, simplifying data science.
    Read more
  • Logo of Databricks Data Intelligence Platform
    Databricks Data Intelligence Platform
    Unified data platform for analytics, AI, and data science.
    Read more
  • Logo of Replicate
    Replicate
    Run and scale open-source AI models effortlessly through a simple API.
    Read more

Anaconda FAQ

  • What is Anaconda and what does Anaconda do?

    Anaconda is a data science platform simplifying working with data and building AI/ML models. It offers a collection of pre-packaged open-source tools, focusing on Python, and supports the entire data science lifecycle, from data preparation to AI model deployment.

  • How does Anaconda integrate with other tools?

    Anaconda integrates seamlessly with Python for data processing, including Excel integration. It supports over 7,500 open-source packages, enabling diverse functionalities and extending its capabilities for various data science tasks. It also offers on-premise deployment for secure model management.

  • What the main competitors of Anaconda?

    Alternatives to Anaconda include Qlik AutoML, PI.EXCHANGE, SAS Viya, MATLAB, SAS Visual Data Mining and Machine Learning, and Aporia. These competitors offer similar data science and machine learning capabilities, each with its own strengths and weaknesses.

  • Is Anaconda legit?

    Yes, Anaconda is a legitimate and popular platform for data science and machine learning, especially using Python. It's known for its comprehensive suite of tools, simplifying package management, and user-friendly interface. However, be aware of potential slow startup times and high RAM usage.

  • How much does Anaconda cost?

    Anaconda Distribution is free and open-source. Anaconda Navigator, a desktop GUI, is included with the free distribution. There are paid product pricing options for teams, businesses, and enterprise use cases.

  • Is Anaconda customer service good?

    Anaconda's customer support receives mixed reviews. While some users praise the helpful community forum and available online resources, others point to a lack of clear official documentation, leading them to rely on third-party solutions for troubleshooting.


Reviewed by

MK
Michal Kaczor
CEO at Gralio

Michal has worked at startups for many years and writes about topics relating to software selection and IT management. As a former consultant for Bain, a business advisory company, he also knows how to understand needs of any business and find solutions to its problems.

TT
Tymon Terlikiewicz
CTO at Gralio

Tymon is a seasoned CTO who loves finding the perfect tools for any task. He recently headed up the tech department at Batmaid, a well-known Swiss company, where he managed about 60 software purchases, including CX, HR, Payroll, Marketing automation and various developer tools.

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