Link copied to clipboard

# Weka vs XGBoost Comparison - What are their main differences?

Share
[
Export
](/compare/weka/xgboost/export.csv)

WekaXGBoost[+ Add Product](#)

Pricing

**Weka**

**Contact Vendor for Pricing** · Basic

**XGBoost**
No pricing available

**Pros & Cons**
from reviews

**Weka**
Not enough data

**XGBoost**
Not enough data

**Ratings**
from reviews

Meets Requirements

**Weka**

**8.9** /10

Based on 12 responses

**XGBoost**

**9.2** /10

Based on 11 responses

Ease of Use

**Weka**

**8.2** /10

Based on 12 responses

**XGBoost**

**8.9** /10

Based on 11 responses

Ease of Setup

**Weka**

**8.8** /10

Based on 11 responses

**XGBoost**

**8.5** /10

Based on 10 responses

Ease of Admin

**Weka**

**9.0** /10

Based on 10 responses

**XGBoost**

**8.3** /10

Based on 9 responses

Quality of Support

**Weka**

**7.9** /10

Based on 8 responses

**XGBoost**

**7.6** /10

Based on 9 responses

Has the product been a good partner in doing business?

**Weka**

**8.1** /10

Based on 9 responses

**XGBoost**

**8.3** /10

Based on 6 responses

Product Direction (% positive)

**Weka**

**7.1** /10

Based on 12 responses

**XGBoost**

**6.5** /10

Based on 10 responses

**Features**
ratings from reviews

User Insights

**Reviewers' Company Size**

Small-Business(50 or fewer emp.)
0%

Mid-Market(51-1000 emp.)
23.1%

Enterprise(\> 1000 emp.)
76.9%

Small-Business(50 or fewer emp.)
0%

Mid-Market(51-1000 emp.)
23.1%

Enterprise(\> 1000 emp.)
76.9%

Small-Business(50 or fewer emp.)
50.0%

Mid-Market(51-1000 emp.)
16.7%

Enterprise(\> 1000 emp.)
33.3%

Small-Business(50 or fewer emp.)
50.0%

Mid-Market(51-1000 emp.)
16.7%

Enterprise(\> 1000 emp.)
33.3%

**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%

[![XGBoost](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_57dd97ecbc77b248c077fd49ed91e856/xgboost.png "XGBoost")](https://www.g2.com/products/xgboost/reviews)
XGBoost

Computer Software
25.0%

Financial Services
16.7%

Research
8.3%

Marketing and Advertising
8.3%

Information Technology and Services
8.3%

Other
33.3%

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)

 ![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")

[
machine-learning in Python
](/products/machine-learning-in-python/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)

**XGBoost Alternatives**

 ![Google Cloud TPU](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_5ce1baadf28da9a4ff7dfef94752a5f9/google-cloud-tpu.jpg "Google Cloud TPU")

[
Google Cloud TPU
](/products/google-cloud-tpu/reviews)

 ![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)

 ![Gemini platform](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_4dd8c3d8b249576df722c91920b11d18/gemini-platform.png "Gemini platform")

[
Gemini platform
](/products/gemini-platform/reviews)

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

[
Alteryx
](/products/alteryx/reviews)

## Weka vs XGBoost FAQs

Generated using AI

Last updated: August 15, 2026

### What is the difference between XGBoost vs Weka?

XGBoost stands out for its higher Ease of Use and model performance, while Weka is favored for easier administration and a broader setup experience.

| [XGBoost](https://www.g2.com/products/xgboost/reviews) | [Weka](https://www.g2.com/products/weka/reviews) |
| --- | --- |
| 4.4/5 (13 reviews) | 4.3/5 (13 reviews) |
| 8.5 | 8.8 |
| 7.6 | 7.9 |
| High performance and efficiency in model training | Easy to use for rapid data mining and supports multiple data formats |

### How do the pricing models of XGBoost and Weka compare?

XGBoost and Weka are rated nearly equally on value, with Weka holding a slight edge in reviewer satisfaction for price and cost.

- **XGBoost:** Reviewers highlight strong performance and efficiency, but note the need for careful tuning to avoid overfitting.
- **Weka:** Reviewers describe Weka as cost-effective and high quality, especially for machine learning purposes, with some noting licensing requirements for commercial use.

### What are the best alternatives to XGBoost and Weka?

The top three alternatives to XGBoost and Weka are scikit-learn, Google Cloud TPU, and machine-learning in Python.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [XGBoost](https://www.g2.com/products/xgboost/reviews) | 4.4/5 (13 reviews) | — | — | High performance and efficiency in model training |
| [Weka](https://www.g2.com/products/weka/reviews) | 4.3/5 (13 reviews) | — | Cost-effective and high quality for machine learning | Easy to use for rapid data mining and supports multiple data formats |
| [scikit-learn](https://www.g2.com/products/scikit-learn/reviews) | 4.8/5 (60 reviews) | Enterprise | — | — |
| [Google Cloud TPU](https://www.g2.com/products/google-cloud-tpu/reviews) | 4.5/5 (33 reviews) | Small-Business | — | — |
| [machine-learning in Python](https://www.g2.com/products/machine-learning-in-python/reviews) | 4.6/5 (51 reviews) | Small-Business | — | — |

### Which Machine Learning features should I prioritize when comparing XGBoost and Weka?

Buyers should prioritize Ease of Use, Ease of Setup, Quality of Support, Meets Requirements, and Ease of Admin when comparing XGBoost and Weka.

- **Ease of Use:** XGBoost scores 8.9, Weka 8.2.
- **Ease of Setup:** XGBoost scores 8.5, Weka 8.8.
- **Quality of Support:** XGBoost scores 7.6, Weka 7.9.
- **Meets Requirements:** XGBoost scores 9.2, Weka 8.9.
- **Ease of Admin:** XGBoost scores 8.3, Weka 9.0.

### What are the pros and cons of XGBoost vs Weka?

XGBoost's headline strength is high model performance and efficiency, while Weka excels in ease of use and data format flexibility.

- **XGBoost strengths:** High accuracy and performance, efficient memory management, supports multiple programming languages, and is widely used in competitions.
- **XGBoost trade-offs:** Can overfit with aggressive hyperparameter tuning, requires separate installation, and has a steeper learning curve for hyperparameters.
- **Weka strengths:** Easy to use with a graphical interface, supports multiple data formats and sources, platform independent, and effective for rapid prototyping and teaching.
- **Weka trade-offs:** User interface is dated and less appealing, can lag or be slow with large datasets, and commercial use requires a license.

### Is XGBoost or Weka better for small businesses?

Weka is better suited for small businesses due to its ease of use and cost-effectiveness.

- **XGBoost:** No largest segment data available, but reviewers highlight its strong performance and flexibility for advanced users.
- **Weka:** Reviewers consistently describe Weka as simple, easy to understand, and cost-effective, making it ideal for small business and educational use.

### Which Machine Learning platform has better integrations?

XGBoost and Weka are at parity for integrations, as no recent reviewer-cited integrations are reported for either product.

- **XGBoost:** No recent reviewer-cited integrations.
- **Weka:** No recent reviewer-cited integrations.

### How do XGBoost and Weka compare on customer support?

Weka holds a slight advantage in Quality of Support, scoring 7.9 versus XGBoost's 7.6, which is below the materiality threshold for a decisive difference.

- **XGBoost:** Reviewers note responsive support and helpful documentation, with some citing challenges in parameter tuning and installation guidance.
- **Weka:** Reviewers describe support as effective and responsive, with positive experiences in resolving issues and accessing documentation.

### Which is easier to implement, XGBoost or Weka?

Weka is rated slightly higher for Ease of Setup at 8.8 compared to XGBoost's 8.5, but the difference is not material per the Delta Rule.

- **XGBoost:** Reviewers describe setup as straightforward, with detailed documentation and examples, though some note initial installation challenges.
- **Weka:** Reviewers highlight easy installation and a user-friendly interface, with minimal setup required for most use cases.

## Weka vs XGBoost

When assessing the two solutions, reviewers found XGBoost easier to use and do business with overall. However, reviewers preferred the ease of set up with Weka, along with administration.

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