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# Keras vs PyTorch Comparison - What are their main differences?

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KerasPyTorch[+ Add Product](#)

Reviews

**Keras** [

4.6/5(65)

](https://www.g2.com/products/keras/reviews#reviews)

**PyTorch** [

4.6/5(23)

](https://www.g2.com/products/pytorch/reviews#reviews)

Pricing

**Keras**
No pricing available

**PyTorch**
No pricing available

**Pricing Insights**
from reviews

Time to Implement

**Keras**
1 month

Based on 7 responses

**PyTorch**
Not enough reviews yet

Return on Investment

**Keras**
Not enough reviews yet

**PyTorch**
Not enough reviews yet

Perceived Cost

**Keras**
$$$$$

**PyTorch**
Not enough reviews yet

Average Discount

**Keras**
Not enough reviews yet

**PyTorch**
Not enough reviews yet

Pros & Cons

**Keras**
Not enough data

**PyTorch**
[
Cloud Storage (1)
](https://www.g2.com/products/pytorch/reviews?filters%5Bsentiment_snippet%5D=2274797&qs=pros-and-cons#reviews)[
Documentation (1)
](https://www.g2.com/products/pytorch/reviews?filters%5Bsentiment_snippet%5D=1254487&qs=pros-and-cons#reviews)[
Complexity (1)
](https://www.g2.com/products/pytorch/reviews?filters%5Bsentiment_snippet%5D=2274806&qs=pros-and-cons#reviews)[
Difficult Learning (1)
](https://www.g2.com/products/pytorch/reviews?filters%5Bsentiment_snippet%5D=1255392&qs=pros-and-cons#reviews)

Integrations

**Keras**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_d9a7abebb513247473f9558b56431a72/tensorflow.jpg "Product Avatar Image")

TensorFlow

](https://www.g2.com/products/tensorflow/reviews)[
View all
](https://www.g2.com/products/keras/integrations)

**PyTorch**
Not enough data

Ratings

Meets Requirements

**Keras**

8.9

8.951

**PyTorch**

9.3

9.318

Ease of Use

**Keras**

8.9

8.951

**PyTorch**

8.4

8.419

Ease of Setup

**Keras**

8.7

8.725

**PyTorch**
Not enough data

Ease of Admin

**Keras**

7.8

7.820

**PyTorch**
Not enough data

Quality of Support

**Keras**

7.8

7.842

**PyTorch**

8.1

8.118

Has the product been a good partner in doing business?

**Keras**

8.2

8.217

**PyTorch**
Not enough data

Product Direction (% positive)

**Keras**

9.3

9.349

**PyTorch**

10.0

10.018

Features

Show 4 feature categories with incomplete data

Artificial Intelligence[Hide 37 FeaturesShow 37 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Tagging

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Speech Recognition

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Virtual Personal Assistant (VPA)

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Customer Segmentation

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

For eCommerce

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Document Management

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Machine Learning

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Mobile App

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

For Sales Teams/Organizations

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Chatbot

Not enough data

Not enough data

Workflow Automation

Not enough data

Not enough data

Deep Learning[Hide 49 FeaturesShow 49 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

No-Code

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Quality Control

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Model Training

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Data Profiling

Not enough data

Not enough data

Visualization

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Image Recognition

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

Neural Network Modeling

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Synchronous Learning

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Voice Recognition

Not enough data

Not enough data

Performance Management

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Troubleshooting

Not enough data

Not enough data

Content Management

Not enough data

Not enough data

Asynchronous Learning

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

API

Not enough data

Not enough data

Artificial Neural Networks

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

ML Algorithm Library

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Self-paced Learning

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Configuration Management

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Continuous Delivery

Not enough data

Not enough data

Document Classification

Not enough data

Not enough data

Image Analysis

Not enough data

Not enough data

Progress Tracking

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Artificial Neural Network[Hide 23 FeaturesShow 23 Features](javascript:void(0);)

Not enough data

Not enough data

Core Functionality - Artificial Neural Network

Neural Network Training

Not enough data

Not enough data

Neural Network Testing

Not enough data

Not enough data

Model Evaluation

Not enough data

Not enough data

Compliance

Not enough data

Not enough data

Data Handling - Artificial Neural Network

Data Integration

Not enough data

Not enough data

Data Preprocessing

Not enough data

Not enough data

Performance - Artificial Neural Network

Model Optimization

Not enough data

Not enough data

Scalability

Not enough data

Not enough data

Usability - Artificial Neural Network

User Interface

Not enough data

Not enough data

Documentation & Support

Not enough data

Not enough data

Customizability

Not enough data

Not enough data

Advanced Features - Artificial Neural Network

Deep Learning Capabilities

Not enough data

Not enough data

Transfer Learning

Not enough data

Not enough data

Real-Time Processing

Not enough data

Not enough data

Automated Model Tuning

Not enough data

Not enough data

Visualization Tools

Not enough data

Not enough data

Agentic AI - Artificial Neural Network

Autonomous Task Execution

Not enough data

Not enough data

Multi-step Planning

Not enough data

Not enough data

Cross-system Integration

Not enough data

Not enough data

Adaptive Learning

Not enough data

Not enough data

Natural Language Interaction

Not enough data

Not enough data

Proactive Assistance

Not enough data

Not enough data

Decision Making

Not enough data

Not enough data

Machine Learning[Hide 30 FeaturesShow 30 Features](javascript:void(0);)

Not enough data

Not enough data

Integration - Machine Learning

Integration

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Learning - Machine Learning

Training Data

Not enough data

Not enough data

Actionable Insights

Not enough data

Not enough data

Algorithm

Not enough data

Not enough data

Additional Functionality

Predictive Modeling

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

API

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Endpoint Management

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

No-Code

Not enough data

Not enough data

Data Preparation

Not enough data

Not enough data

Auditing

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Big Data Analytics

Not enough data

Not enough data

ML Algorithm Library

Not enough data

Not enough data

Data Management

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

User Insights

Reviewers' Company Size

[![Keras](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_d382c4826ad8a3805f72b9df3ab5b56e/keras.png "Keras")](https://www.g2.com/products/keras/reviews)

Keras

Small-Business(50 or fewer emp.)

39.1%

Mid-Market(51-1000 emp.)

31.3%

Enterprise(\> 1000 emp.)

29.7%

[![PyTorch](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_656e174b12c49be1cfb4723a938ea43e/pytorch.png "PyTorch")](https://www.g2.com/products/pytorch/reviews)

PyTorch

Small-Business(50 or fewer emp.)

45.5%

Mid-Market(51-1000 emp.)

36.4%

Enterprise(\> 1000 emp.)

18.2%

Small-Business

(50 or fewer emp.)

39.1%

45.5%

Mid-Market

(51-1000 emp.)

31.3%

36.4%

Enterprise

(\> 1000 emp.)

29.7%

18.2%

Reviewers' Industry

[![Keras](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_d382c4826ad8a3805f72b9df3ab5b56e/keras.png "Keras")](https://www.g2.com/products/keras/reviews)
Keras

Computer Software

20.3%

Information Technology and Services

17.2%

Research

14.1%

Telecommunications

7.8%

Education Management

4.7%

Other

35.9%

[![PyTorch](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_656e174b12c49be1cfb4723a938ea43e/pytorch.png "PyTorch")](https://www.g2.com/products/pytorch/reviews)
PyTorch

Computer Software

27.3%

Telecommunications

13.6%

Research

13.6%

Information Technology and Services

9.1%

Automotive

9.1%

Other

27.3%

Alternatives

**Keras Alternatives**

 ![TFLearn](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_7946aef579155a4bc14573449ee6f3ef/tflearn.png "TFLearn")

[
TFLearn
](/products/tflearn/reviews)

 ![Knet](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_57dd97ecbc77b248c077fd49ed91e856/knet.png "Knet")

[
Knet
](/products/knet/reviews)

 ![NVIDIA Deep Learning GPU Training System (DIGITS)](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_830fb77213a282d39528c391705fe0c7/nvidia-deep-learning-gpu-training-system-digits.jpeg "NVIDIA Deep Learning GPU Training System (DIGITS)")

[
NVIDIA Deep Learning GPU...
](/products/nvidia-deep-learning-gpu-training-system-digits/reviews)

 ![Microsoft Cognitive Toolkit (Formerly CNTK)](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_ba028ad6bf0db22d615af59f2f972e74/microsoft-cognitive-toolkit-formerly-cntk.jpg "Microsoft Cognitive Toolkit (Formerly CNTK)")

[
Microsoft Cognitive Toolkit...
](/products/microsoft-cognitive-toolkit-formerly-cntk/reviews)

**PyTorch Alternatives**

 ![SAS Viya](https://images.g2crowd.com/uploads/product/hd_favicon/bd7a361df879327ee92c1d048aada28e/sas-sas-viya.svg "SAS Viya")

[
SAS Viya
](/products/sas-sas-viya/reviews)

 ![Gemini Enterprise Agent Platform](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_aeae116c52945fdecd7ed16d621cb315/gemini-enterprise-agent-platform.png "Gemini Enterprise Agent Platform")

[
Gemini Enterprise Agent Platform
](/products/gemini-enterprise-agent-platform/reviews)

 ![Automation Anywhere Agentic Process Automation](https://images.g2crowd.com/uploads/product/hd_favicon/053673f927a7e9eaba122ebe77b4349a/automation-anywhere-agentic-process-automation.svg "Automation Anywhere Agentic Process Automation")

[
Automation Anywhere Agentic...
](/products/automation-anywhere-agentic-process-automation/reviews)

 ![Phrase](https://images.g2crowd.com/uploads/product/hd_favicon/f37a91d6137db0c58c44a75d863aa97e/phrase-phrase.svg "Phrase")

[
Phrase
](/products/phrase-phrase/reviews)

## Keras vs PyTorch

- Reviewers felt that PyTorch meets the needs of their business better than Keras.
- When comparing quality of ongoing product support, reviewers felt that PyTorch is the preferred option.
- For feature updates and roadmaps, our reviewers preferred the direction of PyTorch over Keras.