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# Weka vs machine-learning in Python Comparison - What are their main differences?

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Reviews

**Weka** [

4.3/5(13)

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

**machine-learning in Python** [

4.6/5(50)

](https://www.g2.com/products/machine-learning-in-python/reviews#reviews)

Pricing

**Weka**
No pricing available

**machine-learning in Python**
No pricing available

**Pricing Insights**
from reviews

Time to Implement

**Weka**
Not enough reviews yet

**machine-learning in Python**
1 month

Based on 12 responses

Return on Investment

**Weka**
Not enough reviews yet

**machine-learning in Python**
Not enough reviews yet

Perceived Cost

**Weka**
Not enough reviews yet

**machine-learning in Python**
$$$$$

Average Discount

**Weka**
Not enough reviews yet

**machine-learning in Python**
Not enough reviews yet

Pros & Cons

**Weka**
Not enough data

**machine-learning in Python**
[
Machine Learning (10)
](https://www.g2.com/products/machine-learning-in-python/reviews?filters%5Bsentiment_snippet%5D=1895274&qs=pros-and-cons#reviews)[
Ease of Use (8)
](https://www.g2.com/products/machine-learning-in-python/reviews?filters%5Bsentiment_snippet%5D=1895290&qs=pros-and-cons#reviews)[
Difficult Learning (3)
](https://www.g2.com/products/machine-learning-in-python/reviews?filters%5Bsentiment_snippet%5D=2487331&qs=pros-and-cons#reviews)[
Dependency Issues (2)
](https://www.g2.com/products/machine-learning-in-python/reviews?filters%5Bsentiment_snippet%5D=2487486&qs=pros-and-cons#reviews)

Integrations

**Weka**
Not enough data

**machine-learning in Python**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_cacdec8b8edeace9b3c89e0c2cded695/aws-aws-cloudformation.jpg "Product Avatar Image")

AWS CloudFormation

](https://www.g2.com/products/aws-aws-cloudformation/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/aws-lambda.jpg "Product Avatar Image")

AWS Lambda

](https://www.g2.com/products/aws-lambda/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_dd457c4bdb0449dfa4257db7539d4488/azure-ai-document-intelligence.jpeg "Product Avatar Image")

Azure AI Document Intelligence

](https://www.g2.com/products/azure-ai-document-intelligence/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_a03b418c4e16afa44302e63df1bfe8f1/docusign-gen.png "Product Avatar Image")

Docusign Gen

](https://www.g2.com/products/docusign-gen/reviews)[
View all
](https://www.g2.com/products/machine-learning-in-python/integrations)

Ratings

Meets Requirements

**Weka**

8.9

8.912

**machine-learning in Python**

9.1

9.139

Ease of Use

**Weka**

8.2

8.212

**machine-learning in Python**

8.9

8.942

Ease of Setup

**Weka**

8.8

8.811

**machine-learning in Python**

8.9

8.933

Ease of Admin

**Weka**

9.0

9.010

**machine-learning in Python**

8.9

8.919

Quality of Support

**Weka**

7.9

7.98

**machine-learning in Python**

8.6

8.638

Has the product been a good partner in doing business?

**Weka**

8.1

8.19

**machine-learning in Python**

8.6

8.618

Product Direction (% positive)

**Weka**

7.1

7.112

**machine-learning in Python**

10.0

10.036

Features

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

Not enough data

9.0

17

Integration - Machine Learning

Integration

Not enough data

8.7(won by default)

5

Third-Party Integrations

Not enough data

Not enough data

Learning - Machine Learning

Training Data

Not enough data

8.8(won by default)

10

Actionable Insights

Not enough data

9.1(won by default)

9

Algorithm

Not enough data

9.2(won by default)

10

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

Show 1 feature category 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

User Insights

Reviewers' Company Size

[![Weka](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_8c10cc72a4d651d34af6b29fb7c84c01/weka.png "Weka")](https://www.g2.com/products/weka/reviews)

Weka

Small-Business(50 or fewer emp.)

0%

Mid-Market(51-1000 emp.)

23.1%

Enterprise(\> 1000 emp.)

76.9%

[![machine-learning in Python](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_57dd97ecbc77b248c077fd49ed91e856/machine-learning-in-python.png "machine-learning in Python")](https://www.g2.com/products/machine-learning-in-python/reviews)

machine-learning in Python

Small-Business(50 or fewer emp.)

38.3%

Mid-Market(51-1000 emp.)

27.7%

Enterprise(\> 1000 emp.)

34.0%

Small-Business

(50 or fewer emp.)

0%

38.3%

Mid-Market

(51-1000 emp.)

23.1%

27.7%

Enterprise

(\> 1000 emp.)

76.9%

34.0%

Reviewers' Industry

[![Weka](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_8c10cc72a4d651d34af6b29fb7c84c01/weka.png "Weka")](https://www.g2.com/products/weka/reviews)
Weka

Higher Education

30.8%

Information Technology and Services

15.4%

Research

7.7%

Real Estate

7.7%

Management Consulting

7.7%

Other

30.8%

[![machine-learning in Python](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_57dd97ecbc77b248c077fd49ed91e856/machine-learning-in-python.png "machine-learning in Python")](https://www.g2.com/products/machine-learning-in-python/reviews)
machine-learning in Python

Computer Software

26.7%

Information Technology and Services

20.0%

Research

11.1%

Hospital & Health Care

4.4%

Higher Education

4.4%

Other

33.3%

FAQs

## Weka vs machine-learning in Python FAQs

Generated using AI

Last updated: August 14, 2026

### What is the difference between Weka vs machine-learning in Python?

Machine-learning in Python stands out for higher reviewer satisfaction, broader use in enterprise settings, and a stronger Ease of Use score compared to Weka.

| | [Weka](https://www.g2.com/products/weka/reviews) | [machine-learning in Python](https://www.g2.com/products/machine-learning-in-python/reviews) |
| --- | --- | --- |
| G2 Rating (reviews) | 4.3/5 (13 reviews) | 4.6/5 (51 reviews) |
| Largest Segment | Enterprise | Small-Business |
| Ease of Setup score | 8.8 | 8.9 |
| Quality of Support score | 7.9 | 8.7 |
| Top Reviewer-Cited Strength | Easy to use for rapid demonstration and teaching | Extensive library support and ease of use (8 all-time mentions) |

### How do the pricing models of Weka and machine-learning in Python compare?

Machine-learning in Python is rated as the stronger value, with a higher Price/Cost satisfaction score than Weka.

- **Weka:** Reviewers describe Weka as cost effective for machine learning purposes, but note that commercial use requires a paid license.
- **machine-learning in Python:** Reviewers consistently highlight the value of Python's open-source ecosystem and extensive libraries, with only isolated mentions of cost concerns.

### What are the best alternatives to Weka and machine-learning in Python?

The top 3 alternatives to Weka and machine-learning in Python are scikit-learn, Alteryx, and XGBoost.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Weka](https://www.g2.com/products/weka/reviews) | 4.3/5 (13 reviews) | Enterprise | Cost effective for machine learning, but commercial use requires a license | Easy to use for rapid demonstration and teaching |
| [machine-learning in Python](https://www.g2.com/products/machine-learning-in-python/reviews) | 4.6/5 (51 reviews) | Small-Business | Open-source, extensive libraries, high value | Extensive library support and ease of use (8 all-time mentions) |
| [scikit-learn](https://www.g2.com/products/scikit-learn/reviews) | 4.8/5 (60 reviews) | Enterprise | — | — |
| [Alteryx](https://www.g2.com/products/alteryx/reviews) | 4.6/5 (894 reviews) | Enterprise | — | — |
| [XGBoost](https://www.g2.com/products/xgboost/reviews) | 4.4/5 (13 reviews) | — | — | — |

### Which Machine Learning features should I prioritize when comparing Weka and machine-learning in Python?

Buyers should prioritize Ease of Use, Model Variety, Quality of Support, Integrations, and Data Management when comparing Weka and machine-learning in Python.

- **Ease of Use:** machine-learning in Python has 8 all-time mentions for ease of use; Weka is described as easy to use for rapid demonstration and teaching.
- **Model Variety:** machine-learning in Python has 4 all-time mentions for model variety; Weka is noted for supporting a range of algorithms but with some limitations.
- **Quality of Support:** machine-learning in Python scores 8.7; Weka scores 7.9.
- **Integrations:** machine-learning in Python has 1 all-time mention for integrations; Weka has no recent integration mentions.
- **Data Management:** machine-learning in Python has 1 all-time mention for data management capabilities.

### What are the pros and cons of Weka vs machine-learning in Python?

Machine-learning in Python's headline strength is its extensive library support and ease of use, while Weka's is its simplicity for rapid demonstration and teaching.

- **Weka strengths:** Easy to use for rapid demonstration and teaching; platform independent; supports multiple data formats; no coding required for many tasks.
- **Weka trade-offs:** User interface is dated and less appealing; limited to a subset of algorithms; can lag or be slow with large datasets; commercial use requires a paid license.
- **machine-learning in Python strengths:** Extensive library support (8 all-time mentions for ease of use, 4 for model variety); strong community; flexible and intuitive; supports integration with tools like Jupyter, Pandas, NumPy, and Power BI; open-source ecosystem.
- **machine-learning in Python trade-offs:** Steeper learning curve for beginners (3 all-time mentions for difficult learning); dependency and compatibility issues (2 all-time mentions); can be resource-intensive and slower for large-scale computations; requires technical expertise.

### Is Weka or machine-learning in Python better for small businesses?

Machine-learning in Python is the better fit for small businesses, as its largest reviewer segment is Small-Business and reviewers highlight its accessibility and value.

- **Weka:** Largest segment is Enterprise; reviewers note its simplicity and suitability for teaching, but less focus on small-business use cases.
- **machine-learning in Python:** Largest segment is Small-Business; reviewers consistently cite its flexibility, open-source value, and broad applicability for small teams.

### Which Machine Learning platform has better integrations?

Machine-learning in Python is favored for integrations, with reviewers citing its ability to connect with a wide range of libraries and tools.

- **Weka:** No recent reviewer-cited integrations.
- **machine-learning in Python:** Reviewers mention integrations with Jupyter Notebook, Pandas, NumPy, and Power BI in recent reviews.

### How do Weka and machine-learning in Python compare on customer support?

Machine-learning in Python leads on Quality of Support by a material margin of 0.8 points (8.7 vs 7.9).

- **Weka:** Reviewers describe support as adequate but note room for improvement, with scores ranging from 4.0 to 7.0.
- **machine-learning in Python:** Reviewers consistently rate support highly, with frequent mentions of strong community resources and support scores of 6.0 to 7.0.

### Which is easier to implement, Weka or machine-learning in Python?

Machine-learning in Python and Weka are at parity on Ease of Setup, both scoring within 0.1 points of each other (8.9 vs 8.8).

- **Weka:** Reviewers highlight straightforward setup, especially for rapid demonstrations and teaching, with ease of setup scores between 5.0 and 7.0.
- **machine-learning in Python:** Reviewers describe setup as easy and well-documented, with scores between 5.0 and 7.0 and praise for clear guidelines and pre-packaged environments.

Alternatives

**Weka Alternatives**

 ![scikit-learn](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_77c883b19775c25838d2055fc2e7387e/scikit-learn.png "scikit-learn")

[
scikit-learn
](/products/scikit-learn/reviews)

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

[
XGBoost
](/products/xgboost/reviews)

 ![Dataiku](https://images.g2crowd.com/uploads/product/hd_favicon/3fe6cc82516a2babaa3dfd8f9dfcc4b3/dataiku.svg "Dataiku")

[
Dataiku
](/products/dataiku/reviews)

 ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx")

[
Alteryx
](/products/alteryx/reviews)

**machine-learning in Python Alternatives**

 ![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)

 ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx")

[
Alteryx
](/products/alteryx/reviews)

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

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

## Weka vs machine-learning in Python

When assessing the two solutions, reviewers found machine-learning in Python easier to use, set up, and do business with overall. However, reviewers preferred the ease of administration with Weka.

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