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Anaconda AI Platform Pros and Cons: Top Advantages and Disadvantages

Quick AI Summary Based on G2 Reviews

Generated from real user reviews

Users appreciate the ease of use of Anaconda AI Platform, enabling quick prototyping and efficient management of data workflows. (8 mentions)
Users value the variety of tools offered by Anaconda AI Platform, enhancing their workflow as developers. (6 mentions)
Users appreciate the ease of coding with Anaconda AI Platform, enjoying seamless package management and Jupyter integration. (5 mentions)
Users find the setup ease of Anaconda AI Platform highly beneficial for efficient AI development. (4 mentions)
Users praise the easy integrations of Anaconda AI Platform, enhancing efficiency in managing AI and data science projects. (3 mentions)
Users appreciate the model variety offered by Anaconda AI Platform, enhancing their data science development experience. (1 mentions)
Users often experience slow performance with Anaconda AI Platform, particularly when handling large datasets and memory-intensive tasks. (3 mentions)
Users express concerns about data management issues, including unwanted software and lack of automatic backups, risking data loss. (2 mentions)
Users find Anaconda AI Platform lacking features for customization, making it sometimes inflexible and heavy to use. (2 mentions)
Users experience slow loading times with Anaconda AI Platform, especially on older laptop versions, impacting usability. (2 mentions)
Users find the complexity overwhelming, especially for beginners, affecting their productivity and ease of use. (1 mentions)
Users find Anaconda AI Platform expensive due to high memory requirements and sluggish performance with certain libraries. (1 mentions)
Users find the slow startup of Anaconda AI Platform frustrating, as it significantly delays their workflow and consumes CPU resources. (1 mentions)

Top Pros or Advantages of Anaconda AI Platform

1. Ease of Use
Users appreciate the ease of use of Anaconda AI Platform, enabling quick prototyping and efficient management of data workflows.
See 8 mentions

See Related User Reviews

Sidath P.
SP

Sidath P.

Small-Business (50 or fewer emp.)

4.5/5

"A powerful and reliable platform for data science and AI development"

What do you like about Anaconda AI Platform?

Anaconda AI Platform provides a complete environment for managing data science and AI workflows. Its package management and environment handling are s

Vijay S.
VS

Vijay S.

Small-Business (50 or fewer emp.)

5.0/5

"Opened anaconda and solved my data problem in 10 minutes"

What do you like about Anaconda AI Platform?

I use anaconda to work with customer data, run python code and make quick reports easily. Jupyter notebook and built in packages like pandas save me s

2. Tools Variety
Users value the variety of tools offered by Anaconda AI Platform, enhancing their workflow as developers.
See 6 mentions

See Related User Reviews

Verified User
U

Verified User

Enterprise (> 1000 emp.)

5.0/5

"Anaconda “the bundle”"

What do you like about Anaconda AI Platform?

Anaconda installer comes along with a group of software's like spyder , Jupyter notebook , Jupyter labs , R studio and etc

Verified User
U

Verified User

Mid-Market (51-1000 emp.)

4.5/5

"Very good management of IDE's"

What do you like about Anaconda AI Platform?

Preloaded lib, support for multiple languages and env, support for extended lib and simple integration of various tools, makes it must have.

3. Coding Ease
Users appreciate the ease of coding with Anaconda AI Platform, enjoying seamless package management and Jupyter integration.
See 5 mentions

See Related User Reviews

Verified User
U

Verified User

Mid-Market (51-1000 emp.)

4.5/5

"A great tool for python and for libraries like panda, numpy"

What do you like about Anaconda AI Platform?

I like that we can create environments in it based on our requirements. Recently, I used Anaconda to build a dashboard with Python, pandas, and Stream

Sidath P.
SP

Sidath P.

Small-Business (50 or fewer emp.)

4.5/5

"A powerful and reliable platform for data science and AI development"

What do you like about Anaconda AI Platform?

Anaconda AI Platform provides a complete environment for managing data science and AI workflows. Its package management and environment handling are s

4. Setup Ease
Users find the setup ease of Anaconda AI Platform highly beneficial for efficient AI development.
See 4 mentions

See Related User Reviews

Sai .
S

Sai .

Small-Business (50 or fewer emp.)

5.0/5

"Anaconda AI: A Game-Changer for Data Projects"

What do you like about Anaconda AI Platform?

The Anaconda AI Platform enables AI development that is both effective and convenient. It can seamlessly integrate with machine learning frameworks th

Manish S.
MS

Manish S.

Enterprise (> 1000 emp.)

4.0/5

"Best Open Source Tool"

What do you like about Anaconda AI Platform?

It's easy to install and beginner freindly which makes it the best tool. Its upside is that it has multiple tools inside and my favourite is jupyter n

5. Easy Integrations
Users praise the easy integrations of Anaconda AI Platform, enhancing efficiency in managing AI and data science projects.
See 3 mentions

See Related User Reviews

Sai .
S

Sai .

Small-Business (50 or fewer emp.)

5.0/5

"Anaconda AI: A Game-Changer for Data Projects"

What do you like about Anaconda AI Platform?

The Anaconda AI Platform enables AI development that is both effective and convenient. It can seamlessly integrate with machine learning frameworks th

Verified User
U

Verified User

Mid-Market (51-1000 emp.)

4.5/5

"Very good management of IDE's"

What do you like about Anaconda AI Platform?

Preloaded lib, support for multiple languages and env, support for extended lib and simple integration of various tools, makes it must have.

6. Model Variety
Users appreciate the model variety offered by Anaconda AI Platform, enhancing their data science development experience.
See 1 mentions

See Related User Reviews

Verified User
U

Verified User

Enterprise (> 1000 emp.)

5.0/5

"Anaconda “the bundle”"

What do you like about Anaconda AI Platform?

Anaconda installer comes along with a group of software's like spyder , Jupyter notebook , Jupyter labs , R studio and etc

Top Cons or Disadvantages of Anaconda AI Platform

1. Slow Performance
Users often experience slow performance with Anaconda AI Platform, particularly when handling large datasets and memory-intensive tasks.
See 3 mentions

See Related User Reviews

Sidath P.
SP

Sidath P.

Small-Business (50 or fewer emp.)

4.5/5

"A powerful and reliable platform for data science and AI development"

What do you dislike about Anaconda AI Platform?

While Anaconda is excellent, it can sometimes feel heavy—especially in terms of storage space and environment size. Package downloads can be slow, and

Sai .
S

Sai .

Small-Business (50 or fewer emp.)

5.0/5

"Anaconda AI: A Game-Changer for Data Projects"

What do you dislike about Anaconda AI Platform?

I don't like that the Anaconda AI Platform can be overwhelming sometimes, especially to people who haven't used the software before. There is a lot of

2. Data Management Issues
Users express concerns about data management issues, including unwanted software and lack of automatic backups, risking data loss.
See 2 mentions

See Related User Reviews

AKSHAY CHOPRA 2.
A2

AKSHAY CHOPRA 2.

Enterprise (> 1000 emp.)

4.5/5

"Anaconda is smooth, especailly with a mac"

What do you dislike about Anaconda AI Platform?

No automatic backup. can result in losing of data if not backed up properly

Verified User
U

Verified User

Enterprise (> 1000 emp.)

5.0/5

"Anaconda “the bundle”"

What do you dislike about Anaconda AI Platform?

Anaconda is actually good software but the dislike is it has some unwanted software's too which make its size bigger

3. Lacking Features
Users find Anaconda AI Platform lacking features for customization, making it sometimes inflexible and heavy to use.
See 2 mentions

See Related User Reviews

Sidath P.
SP

Sidath P.

Small-Business (50 or fewer emp.)

4.5/5

"A powerful and reliable platform for data science and AI development"

What do you dislike about Anaconda AI Platform?

While Anaconda is excellent, it can sometimes feel heavy—especially in terms of storage space and environment size. Package downloads can be slow, and

Verified User
U

Verified User

Mid-Market (51-1000 emp.)

4.5/5

"Very good management of IDE's"

What do you dislike about Anaconda AI Platform?

When required more customized features, It becomes short and sometimes inflexible

4. Slow Loading
Users experience slow loading times with Anaconda AI Platform, especially on older laptop versions, impacting usability.
See 2 mentions

See Related User Reviews

Verified User
U

Verified User

Enterprise (> 1000 emp.)

5.0/5

"daily driver for data work"

What do you dislike about Anaconda AI Platform?

sometime it take time to load as i'm using older verson of laptop

James Kojo K.
JK

James Kojo K.

Small-Business (50 or fewer emp.)

5.0/5

"Find all your IDE on Anaconda"

What do you dislike about Anaconda AI Platform?

Takes longer time to load completely most times

5. Complexity
Users find the complexity overwhelming, especially for beginners, affecting their productivity and ease of use.
See 1 mentions

See Related User Reviews

Sai .
S

Sai .

Small-Business (50 or fewer emp.)

5.0/5

"Anaconda AI: A Game-Changer for Data Projects"

What do you dislike about Anaconda AI Platform?

I don't like that the Anaconda AI Platform can be overwhelming sometimes, especially to people who haven't used the software before. There is a lot of

6. Expensive
Users find Anaconda AI Platform expensive due to high memory requirements and sluggish performance with certain libraries.
See 1 mentions

See Related User Reviews

arjun g.
AG

arjun g.

Small-Business (50 or fewer emp.)

4.0/5

"Using anaconda as machine learning beginner"

What do you dislike about Anaconda AI Platform?

The anaconda software is also very heavy and big in size. This program consumes a lot of memory to be operated. Certainly 8GB RAM is required to make

7. Slow Startup
Users find the slow startup of Anaconda AI Platform frustrating, as it significantly delays their workflow and consumes CPU resources.
See 1 mentions

See Related User Reviews

Manish S.
MS

Manish S.

Enterprise (> 1000 emp.)

4.0/5

"Best Open Source Tool"

What do you dislike about Anaconda AI Platform?

I don't believe it has any advantages but it takes time to open.

Anaconda AI Platform Reviews (159)

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Anaconda AI Platform Reviews (159)

View 1 Video Reviews
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Sai .
S
Analyst
Information Technology and Services
Small-Business (50 or fewer emp.)
"Anaconda AI: A Game-Changer for Data Projects"
What do you like best about Anaconda AI Platform?

The Anaconda AI Platform enables AI development that is both effective and convenient. It can seamlessly integrate with machine learning frameworks that are popular with data scientists and enables streamlined setting-up and managing of complex data science projects, allowing users to focus more on developing models, rather than managing the underlying system configuration. Review collected by and hosted on G2.com.

What do you dislike about Anaconda AI Platform?

I don't like that the Anaconda AI Platform can be overwhelming sometimes, especially to people who haven't used the software before. There is a lot of content to learn, and not everything feels very "intuitive." When working with large datasets, I find using the platform can be slower than I prefer, which can impact productivity. Review collected by and hosted on G2.com.

Sidath P.
SP
Software Engineer
Small-Business (50 or fewer emp.)
"A powerful and reliable platform for data science and AI development"
What do you like best about Anaconda AI Platform?

Anaconda AI Platform provides a complete environment for managing data science and AI workflows. Its package management and environment handling are seamless, making it easy to install, update, and manage libraries without dependency conflicts. I especially value the large ecosystem of pre-built packages, Jupyter integration, and the ability to quickly prototype, test, and deploy models. It saves a lot of setup time and improves productivity, particularly for Python-based AI development. Review collected by and hosted on G2.com.

What do you dislike about Anaconda AI Platform?

While Anaconda is excellent, it can sometimes feel heavy—especially in terms of storage space and environment size. Package downloads can be slow, and certain updates may break compatibility with older environments. The enterprise edition could also benefit from more streamlined integration with cloud platforms and better optimization for large-scale distributed workloads. Review collected by and hosted on G2.com.

Sergio P.
SP
Analytical Consultant
Mid-Market (51-1000 emp.)
"All-in-One Python Solution, But Heavy on Storage and Updates"
What do you like best about Anaconda AI Platform?

Anaconda offers a comprehensive environment that greatly simplifies working with Python and various data science tools. I appreciate that it comes pre-installed with many of the key libraries I rely on for my academic and research projects, such as NumPy, Pandas, Matplotlib, and Jupyter Notebook. Managing multiple environments for different projects—like thesis work, school assignments, or data analysis—is also very convenient. The installation process is simple, and I rarely have to deal with package compatibility problems.

We (at the university) have used it everyday since I started my masters degree. It was really easy to integrate with my environment. Review collected by and hosted on G2.com.

What do you dislike about Anaconda AI Platform?

The primary drawback of Anaconda is that it tends to consume a significant amount of storage and memory. On older computers, it can take a noticeable amount of time to load, and it occupies more disk space than simply installing Python and the required packages individually. Occasionally, updating or switching between environments leads to minor dependency conflicts that I have to resolve manually. Additionally, having to download or update the entire distribution seems excessive when I only need a handful of specific libraries.

Sometimes Customer Support could take long to respond a ticket, but they resolve your doubts. Review collected by and hosted on G2.com.

Arka S.
AS
Systems Integration Senior Specialist
Enterprise (> 1000 emp.)
"One of the most famous and all in one starting kit for Data Science and AI Development"
What do you like best about Anaconda AI Platform?

Anaconda offers an all-in-one environment that simplifies data science development and the experiment process. Dependency management with conda is usually great. The way it comes pre-installed with the most essential data science package makes it a go-to choice for any work or project to start with. Also, its integration with Jupyter Notebooks and Jupyter Lab is one of the best things that really makes Anaconda a powerful IDE that provides a smooth experience for code execution, visualization, and iterative development. Review collected by and hosted on G2.com.

What do you dislike about Anaconda AI Platform?

It's resource hungry to boot Anaconda Navigator, the start page of the Anaconda platform. So, it takes some time with a little weaker machines. And thus, a little not-so-good experience. The initial installation size is large. If using both conda and pip, it becomes a little troublesome and often causes issues. Also, conda is difficult to recreate. There is no easy way to recreate all dependencies the way we can do with poetry. Thus not preferable if working with containers. Review collected by and hosted on G2.com.

Muhammad A.
MA
Test Analyst
Small-Business (50 or fewer emp.)
"Harnessing the Power of the Anaconda AI Platform"
What do you like best about Anaconda AI Platform?

What I like best about the Anaconda AI Platform is its all-in-one environment for data science and AI. It simplifies package management, supports powerful tools like Jupyter, and speeds up development with pre-installed libraries. It’s efficient, beginner-friendly, and ideal for both individual projects and collaborative workflows. Review collected by and hosted on G2.com.

What do you dislike about Anaconda AI Platform?

While Anaconda AI Platform is powerful, it can be resource-heavy and slow to start, especially on low-end systems. Managing large environments may sometimes cause conflicts or delays. Also, the full installation takes up significant disk space, which may not be ideal for users with limited storage or bandwidth. Review collected by and hosted on G2.com.

Vijay S.
VS
Customer Success Manager
Information Technology and Services
Small-Business (50 or fewer emp.)
"Opened anaconda and solved my data problem in 10 minutes"
What do you like best about Anaconda AI Platform?

I use anaconda to work with customer data, run python code and make quick reports easily. Jupyter notebook and built in packages like pandas save me setup time and help me test ideas faster. Even without being a full time developer, I can still get clear insights for my team. It's really great. Review collected by and hosted on G2.com.

What do you dislike about Anaconda AI Platform?

Sometimes it takes time to update, but worth it Review collected by and hosted on G2.com.

arjun g.
AG
Engineer
Computer Software
Small-Business (50 or fewer emp.)
"Using anaconda as machine learning beginner"
What do you like best about Anaconda AI Platform?

I work as a machine learning developer and also as a data scientist. I have installed Anaconda due to it's huge library support. The software has been leading the industry for the last few years, and it has a vast community which makes the customer support very simple and fast. I use it every day. For instance, you may have different product at a single place, which I keep on using Anaconda. Amongst many tools, I do decide on it due to answer that I can see in the documentation. Review collected by and hosted on G2.com.

What do you dislike about Anaconda AI Platform?

The anaconda software is also very heavy and big in size. This program consumes a lot of memory to be operated. Certainly 8GB RAM is required to make this function and even in that case it will feel sluggish while working with some libraries Review collected by and hosted on G2.com.

Hassan Bin T.
HT
Senior Solution Architect
Enterprise (> 1000 emp.)
"Anaconda AI Platform with a Steep Learning Curve"
What do you like best about Anaconda AI Platform?

What I like best is how it brings everything (tools, security and collaboration) into one place so teams can build and deploy AI without the usual chaos. Review collected by and hosted on G2.com.

What do you dislike about Anaconda AI Platform?

It’s powerful but that depth comes with a learning curve. Review collected by and hosted on G2.com.

Verified User in Program Development
UP
Enterprise (> 1000 emp.)
"daily driver for data work"
What do you like best about Anaconda AI Platform?

i have using Anaconda daily at our org genpact form 3 years. It’s super handy comes with Python, Jupyter, and all the libraries I need in one place. Setting up new projects is quick, and I love how easy it is to manage environments without messing things up Review collected by and hosted on G2.com.

What do you dislike about Anaconda AI Platform?

sometime it take time to load as i'm using older verson of laptop Review collected by and hosted on G2.com.

Edward H.
EH
Owner
Small-Business (50 or fewer emp.)
"Great platform"
What do you like best about Anaconda AI Platform?

It is a very intuitive platform. It is great in helping to troubleshoot code. Review collected by and hosted on G2.com.

What do you dislike about Anaconda AI Platform?

I don't have anything to say about dislikes. So far, it operates exactly the way I was expecting. Review collected by and hosted on G2.com.

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