# Vowpal Wabbit, XGBoost vs Weka Comparison | | Vowpal Wabbit | XGBoost | Weka | |---|---|---|---| | **Star Rating** | 4.3 out of 5 | 4.4 out of 5 | 4.3 out of 5 | | **Total Reviews** | 13 | 13 | 13 | | **Largest Market Segment** | Mid-Market (46.2% of reviews) | Small-Business (50.0% of reviews) | Enterprise (76.9% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | No pricing available | --- ## Ratings Comparison | Rating | Vowpal Wabbit | XGBoost | Weka | |---|---|---|---| | **Meets Requirements** | 7.7 (8 reviews) | 9.2 (11 reviews) | 8.9 (12 reviews) | | **Ease of Use** | 8.8 (8 reviews) | 8.9 (11 reviews) | 8.2 (12 reviews) | | **Ease of Setup** | Not enough data | 8.5 (10 reviews) | 8.8 (11 reviews) | | **Ease of Admin** | Not enough data | 8.3 (9 reviews) | 9.0 (10 reviews) | | **Quality of Support** | 8.0 (5 reviews) | 7.6 (9 reviews) | 7.9 (8 reviews) | | **Has the product been a good partner in doing business?** | Not enough data | 8.3 (6 reviews) | 8.1 (9 reviews) | | **Product Direction (% positive)** | 6.7 (7 reviews) | 6.5 (10 reviews) | 7.1 (12 reviews) | --- ## Pricing ### Vowpal Wabbit #### Entry-Level Pricing No pricing available #### Free Trial No information available ### XGBoost #### Entry-Level Pricing No pricing available #### Free Trial No information available ### Weka #### Entry-Level Pricing No pricing available #### Free Trial No information available --- ## Features Comparison By Category ### Machine Learning | Product | Score | Reviews | |---|---|---| | **Vowpal Wabbit** | N/A | N/A | | **XGBoost** | N/A | N/A | | **Weka** | N/A | N/A | #### Integration - Machine Learning | Feature | Vowpal Wabbit | XGBoost | Weka | |---|---|---|---| | **Integration** | Not enough data | Not enough data | Not enough data | #### Learning - Machine Learning | Feature | Vowpal Wabbit | XGBoost | Weka | |---|---|---|---| | **Training Data** | Not enough data | Not enough data | Not enough data | | **Actionable Insights** | Not enough data | Not enough data | Not enough data | | **Algorithm** | Not enough data | Not enough data | Not enough data | --- ## Categories **Shared Categories (1):** [Machine Learning Software](https://www.g2.com/categories/machine-learning) --- ## Reviewer Demographics ### By Company Size | Segment | Vowpal Wabbit | XGBoost | Weka | |---|---|---|---| | **Small-Business** | 23.1% | 50.0% | 0% | | **Mid-Market** | 46.2% | 16.7% | 23.1% | | **Enterprise** | 30.8% | 33.3% | 76.9% | ### By Industry #### Vowpal Wabbit - **Marketing and Advertising:** 15.4% - **Computer Software:** 15.4% - **Telecommunications:** 7.7% - **Management Consulting:** 7.7% - **Logistics and Supply Chain:** 7.7% - **Internet:** 7.7% - **Information Technology and Services:** 7.7% - **E-Learning:** 7.7% - **Education Management:** 7.7% - **Consumer Electronics:** 7.7% - **Other:** 7.7% #### XGBoost - **Computer Software:** 25.0% - **Financial Services:** 16.7% - **Research:** 8.3% - **Marketing and Advertising:** 8.3% - **Information Technology and Services:** 8.3% - **Higher Education:** 8.3% - **Consumer Goods:** 8.3% - **Consumer Electronics:** 8.3% - **Building Materials:** 8.3% #### Weka - **Higher Education:** 30.8% - **Information Technology and Services:** 15.4% - **Research:** 7.7% - **Real Estate:** 7.7% - **Management Consulting:** 7.7% - **Education Management:** 7.7% - **Design:** 7.7% - **Computer Software:** 7.7% - **Computer & Network Security:** 7.7% --- ## Alternatives ### Alternatives to Vowpal Wabbit - [Automation Anywhere Agentic Process Automation](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) — 4.5/5 stars (5561 reviews) - [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1947 reviews) - [Phrase](https://www.g2.com/products/phrase-phrase/reviews) — 4.5/5 stars (1281 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews) - [DigitalOcean](https://www.g2.com/products/digitalocean/reviews) — 4.6/5 stars (749 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (657 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews) - [Aspect Workforce](https://www.g2.com/products/aspect-workforce/reviews) — 4.2/5 stars (314 reviews) ### Alternatives to XGBoost - [Google Cloud TPU](https://www.g2.com/products/google-cloud-tpu/reviews) — 4.5/5 stars (33 reviews) - [scikit-learn](https://www.g2.com/products/scikit-learn/reviews) — 4.8/5 stars (60 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (657 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews) - [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews) - [Automation Anywhere Agentic Process Automation](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) — 4.5/5 stars (5561 reviews) - [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1947 reviews) - [Phrase](https://www.g2.com/products/phrase-phrase/reviews) — 4.5/5 stars (1281 reviews) ### Alternatives to Weka - [scikit-learn](https://www.g2.com/products/scikit-learn/reviews) — 4.8/5 stars (60 reviews) - [machine-learning in Python](https://www.g2.com/products/machine-learning-in-python/reviews) — 4.6/5 stars (50 reviews) - [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (657 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [Automation Anywhere Agentic Process Automation](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) — 4.5/5 stars (5561 reviews) - [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1947 reviews) - [Phrase](https://www.g2.com/products/phrase-phrase/reviews) — 4.5/5 stars (1281 reviews) --- ## Top Discussions ### Vowpal Wabbit - Title: [How to speed up the processing time when dataset is in millions?](https://www.g2.com/discussions/how-to-speed-up-the-processing-time-when-dataset-is-in-millions) — 1 comment, 1 upvote > **Top comment:** "That is the problem that arises, loving one's work or not loving it? One must answer this question oneself." ### XGBoost No discussions available for this product. ### Weka No discussions available for this product. --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/vowpal-wabbit-vs-xgboost-vs-weka)