Best Enterprise Artificial Neural Network Software

How Many Artificial Neural Network Software Products Does G2 Track?

Total Products under this Category: 122

Category Stats (Oct 2026)

  • Average Rating: 4.28/5 The average rating of products in this category, based on all submitted ratings

Last updated: October 13, 2026

How Does G2 Rank Artificial Neural Network Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 600+ Authentic Reviews
  • 122+ Products
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G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Artificial Neural Network Software

G2 Grid® for Artificial Neural Network Software plotting products by satisfaction and market presence

Highlighted products: Google Cloud Deep Learning VM Image, Google Cloud Deep Learning Containers, AWS Deep Learning AMIs, Microsoft Cognitive Toolkit (Formerly CNTK), and Keras.

Underlying data: [Grid® JSON](https://www.g2.com/categories/artificial-neural-network/grids.json?focus%5B%5D=google-cloud-deep-learning-vm-image&focus%5B%5D=google-cloud-deep-learning-containers&focus%5B%5D=aws-deep-learning-amis&focus%5B%5D=microsoft-cognitive-toolkit-formerly-cntk&focus%5B%5D=keras&segment=enterprise)

Google Cloud Deep Learning VM Image

Deep Learning VM Image Preconfigured VMs for deep learning applications.

Average Rating: 4.3/5.0

Total Reviews: 54

How Do G2 Users Rate Google Cloud Deep Learning VM Image?

  • Ease of Use: 8.6/10 (Category avg: 8.1/10)
  • Quality of Support: 8.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Google Cloud Deep Learning VM Image?

  • Seller: Google
  • Year Founded: 1998
  • HQ Location: Mountain View, CA
  • Twitter: @google
    31,899,995 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    301,144 employees on LinkedIn®
  • Ownership: NASDAQ:GOOG

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 40% Small, 35% Medium

What Are Recent G2 Reviews of Google Cloud Deep Learning VM Image?

Google Cloud Deep Learning Containers

Preconfigured and optimized containers for deep learning environments.

Average Rating: 4.4/5.0

Total Reviews: 53

How Do G2 Users Rate Google Cloud Deep Learning Containers?

  • Ease of Use: 8.8/10 (Category avg: 8.1/10)
  • Quality of Support: 8.2/10 (Category avg: 8.1/10)

Who Is the Company Behind Google Cloud Deep Learning Containers?

  • Seller: Google
  • Year Founded: 1998
  • HQ Location: Mountain View, CA
  • Twitter: @google
    31,899,995 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    301,144 employees on LinkedIn®
  • Ownership: NASDAQ:GOOG

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 40% Medium, 33% Small

What Are Recent G2 Reviews of Google Cloud Deep Learning Containers?

What Are G2 Users Discussing About Google Cloud Deep Learning Containers?

AWS Deep Learning AMIs

The AWS Deep Learning AMIs is designed to equip data scientists, machine learning practitioners, and research scientists with the infrastructure and tools to accelerate work in deep learning, in the cloud, at any scale.

Average Rating: 4.4/5.0

Total Reviews: 24

How Do G2 Users Rate AWS Deep Learning AMIs?

  • Ease of Use: 9.1/10 (Category avg: 8.1/10)
  • Quality of Support: 8.8/10 (Category avg: 8.1/10)

Who Is the Company Behind AWS Deep Learning AMIs?

  • Seller: Amazon Web Services (AWS)
  • Year Founded: 2006
  • HQ Location: Seattle, WA
  • Twitter: @awscloud
    2,232,483 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    148,266 employees on LinkedIn®
  • Ownership: NASDAQ: AMZN

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 46% Large, 29% Medium

What Are Recent G2 Reviews of AWS Deep Learning AMIs?

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Microsoft Cognitive Toolkit (Formerly CNTK)

Microsoft Cognitive Toolkit is an open-source, commercial-grade toolkit that empowers user to harness the intelligence within massive datasets through deep learning by providing uncompromised scaling, speed and accuracy with commercial-grade quality and compatibility with the programming languages and algorithms already use.

Average Rating: 4.2/5.0

Total Reviews: 22

How Do G2 Users Rate Microsoft Cognitive Toolkit (Formerly CNTK)?

  • Ease of Use: 8.0/10 (Category avg: 8.1/10)
  • Quality of Support: 8.1/10 (Category avg: 8.1/10)

Who Is the Company Behind Microsoft Cognitive Toolkit (Formerly CNTK)?

  • Seller: Microsoft
  • Year Founded: 1975
  • HQ Location: Redmond, Washington
  • Twitter: @microsoft
    13,091,739 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    232,750 employees on LinkedIn®
  • Ownership: MSFT

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 68% Large, 27% Small

What Do G2 Reviewers Say About Microsoft Cognitive Toolkit (Formerly CNTK)?

AI-generated summary from verified user reviews

Pros
  • Users commend the workflow efficiency of Microsoft Cognitive Toolkit, enhancing productivity and streamlining processes.
Cons
  • Users find Microsoft Cognitive Toolkit overwhelmingly complex, leading to difficulties in navigating and utilizing its capabilities effectively.
  • Users find the learning curve overwhelming, making it challenging to fully utilize Microsoft Cognitive Toolkit.

What Are Recent G2 Reviews of Microsoft Cognitive Toolkit (Formerly CNTK)?

What Are G2 Users Discussing About Microsoft Cognitive Toolkit (Formerly CNTK)?

Keras

Keras is a neural networks library, written in Python and capable of running on top of either TensorFlow or Theano.

Average Rating: 4.6/5.0

Total Reviews: 64

How Do G2 Users Rate Keras?

  • Ease of Use: 8.9/10 (Category avg: 8.1/10)
  • Quality of Support: 7.8/10 (Category avg: 8.1/10)

Who Is the Company Behind Keras?

  • Seller: Keras
  • Year Founded: 2016
  • HQ Location: N/A
  • Twitter: @keras
    26 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    26 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Data Scientist
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 38% Small, 32% Medium

What Are Recent G2 Reviews of Keras?

What Are G2 Users Discussing About Keras?

Tian Lin
TL
Researched and written by Tian Lin
Updated