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Compare Vowpal Wabbit and XGBoost 
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At a Glance
Market Segments
Mid-Market (46.2% of reviews)
Small-Business (50.0% of reviews)
Pros & Cons
Not enough data
Not enough data
Entry-Level Pricing
No pricing available
No pricing available
Vowpal Wabbit
Star Rating
(13)4.3 out of 5
Market Segments
Mid-Market (46.2% of reviews)
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about Vowpal WabbitXGBoost
Star Rating
(13)4.4 out of 5
Market Segments
Small-Business (50.0% of reviews)
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about XGBoostSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that Vowpal Wabbit excels in handling large datasets efficiently, making it a preferred choice for users dealing with extensive data, while XGBoost is noted for its robust performance on smaller datasets, particularly in the small-business segment.
- Reviewers mention that Vowpal Wabbit's integration capabilities are highly praised, especially its ability to seamlessly integrate with various data sources, whereas XGBoost users highlight its user-friendly interface for model training and deployment.
- G2 users indicate that Vowpal Wabbit has a steeper learning curve due to its command-line interface, which can be challenging for beginners, while XGBoost is recognized for its ease of use, with many users appreciating its straightforward setup process.
- Users on G2 report that Vowpal Wabbit's algorithm is highly customizable, allowing for advanced users to fine-tune their models, whereas XGBoost is celebrated for its gradient boosting framework, which provides excellent predictive accuracy with less manual tuning.
- Reviewers say that the quality of support for Vowpal Wabbit is generally rated higher, with users appreciating the active community and documentation, while XGBoost users have expressed some dissatisfaction with support response times.
- Users report that both products have strong capabilities in generating actionable insights, but XGBoost is often favored for its feature importance visualization tools, which help users understand model predictions better.
Pricing
Entry-Level Pricing
Vowpal Wabbit
No pricing availableXGBoost
No pricing availableFree Trial
Vowpal Wabbit
No trial information availableXGBoost
No trial information availableRatings
Meets Requirements
7.7
8
9.2
11
Ease of Use
8.8
8
8.9
11
Ease of Setup
Not enough data
8.5
10
Ease of Admin
Not enough data
8.3
9
Quality of Support
8.0
5
7.6
9
Has the product been a good partner in doing business?
Not enough data
8.3
6
Product Direction (% positive)
6.7
7
6.5
10
Features by Category
Integration - Machine Learning
Not enough data
Not enough data
Learning - Machine Learning
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Categories
Categories
Shared Categories
Vowpal Wabbit and XGBoost are categorized as Machine Learning
Unique Categories
Vowpal Wabbit has no unique categories
XGBoost has no unique categories
Reviews
Reviewers' Company Size
Vowpal Wabbit
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
XGBoost
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Small-Business
(50 or fewer emp.)
Mid-Market
(51-1000 emp.)
Enterprise
(> 1000 emp.)
Reviewers' Industry
Marketing and Advertising
15.4%
Computer Software
15.4%
Telecommunications
7.7%
Management Consulting
7.7%
Logistics and Supply Chain
7.7%
Other
46.2%
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
Discussions
How to speed up the processing time when dataset is in millions?
1 Comment
EN
That is the problem that arises, loving one's work or not loving it? One must answer this question oneself.Read more
Vowpal Wabbit has no more discussions with answers
XGBoost has no discussions with answers
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