---
title: Mahout Reviews
meta_title: 'Mahout Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter 13 reviews by the users' company size, role or industry to
  find out how Mahout works for a business like yours.
aggregate_rating:
  rating_value: 4.2
  review_count: 13
  scale: '5'
date_modified: '2026-08-09'
parent_category:
  name: Artificial Intelligence
  url: https://www.g2.com/categories/artificial-intelligence
---


# Mahout Reviews
**Vendor:** The Apache Software Foundation  
**Category:** [Machine Learning Software](https://www.g2.com/categories/machine-learning)  
**Average Rating:** 4.2/5.0  
**Total Reviews:** 13
## About Mahout
Apache Mahout is a software that build an environment for quickly creating scalable performant machine learning applications, it provides three major features: A simple and extensible programming environment and framework for building scalable algorithms, A wide variety of premade algorithms for Scala + Apache Spark, H2O, Apache Flink and Samsara, a vector math experimentation environment with R-like syntax which works at scale




## Mahout Reviews
  ### 1. Apache Mahout Review

**Rating:** 2.5/5.0 stars

**Reviewed by:** varu s. | Data Engineer, Enterprise (> 1000 emp.)

**Reviewed Date:** January 25, 2019

**What do you like best about Mahout?**

The best thing about Mahout is it sits on top of Hadoop systems and we can easily use data from Hadoop file systems to do analysis using Mahout. I've basically used it for a comparison analysis between Sparks MLib and Mahout. Mahout is more for a statistician and depends on the use case. 

**What do you dislike about Mahout?**

The compute time is relatively slow when compared to other similar frameworks like Mlib and tenserflow. Also, there's no enterprise support as such and it's purely an open source framework with limited online knowledge repository.

**Recommendations to others considering Mahout:**

I would recommend to do a comparative analysis first before finalizing this product. The main concern is lack of enterprise support

**What problems is Mahout solving and how is that benefiting you?**

Comparative analysis between different framework. The goal was to decide whoih machine learning framework to proceed with. 


## Mahout Discussions
  - [What language is used to write Mahout?](https://www.g2.com/discussions/what-language-is-used-to-write-mahout)
  - [How does Apache Mahout work?](https://www.g2.com/discussions/how-does-apache-mahout-work)
  - [What is Mahout used for?](https://www.g2.com/discussions/what-is-mahout-used-for)
  - [What is Apache Mahout explain its features and applications?](https://www.g2.com/discussions/what-is-apache-mahout-explain-its-features-and-applications)
  - [Alguna vez he usado Mahout?](https://www.g2.com/discussions/30399-alguna-vez-he-usado-mahout) - 1 upvote

- [View Mahout pricing details and edition comparison](https://www.g2.com/products/mahout/reviews?filters%5Bnps_score%5D%5B%5D=3&section=pricing&secure%5Bexpires_at%5D=2026-08-13+21%3A34%3A41+-0500&secure%5Bsession_id%5D=dc484c27-8bb3-4630-8d0a-1b540d231e5f&secure%5Btoken%5D=cd590bca3385a0050c86e5325544d560ee98b69e0639f8275279a88377d52e08&format=llm_user)

## Mahout Features
**Additional Functionality**
- Tagging
- Natural Language Processing
- Data Extraction
- Multi-Language
- Predictive Analytics
- Drag & Drop
- Speech Recognition
- Reporting/Analytics
- Data Storage Management
- Virtual Personal Assistant (VPA)
- AI Copilot
- Customer Segmentation
- Collaboration Tools
- Data Import/Export
- Generative AI
- For eCommerce
- Role-Based Permissions
- Customizable Branding
- Search/Filter
- Monitoring
- Document Management
- API
- Data Visualization
- Trend Analysis
- Machine Learning
- Access Controls/Permissions
- Alerts/Escalation
- Performance Metrics
- Real-Time Data
- Third-Party Integrations
- Mobile App
- Multiple Data Sources
- For Sales Teams/Organizations
- Sentiment Analysis
- Activity Dashboard
- Chatbot
- Workflow Automation

**Integration - Machine Learning**
- Integration
- Third-Party Integrations

**Learning - Machine Learning**
- Training Data
- Actionable Insights
- Algorithm

**Additional Functionality**
- Predictive Modeling
- Configurable Workflow
- Tagging
- Data Import/Export
- API
- Predictive Analytics
- Data Visualization
- Endpoint Management
- Multiple Data Sources
- No-Code
- Data Preparation
- Auditing
- Collaboration Tools
- Big Data Analytics
- ML Algorithm Library
- Data Management
- Activity Dashboard
- Data Capture and Transfer
- Activity Tracking
- Data Connectors
- Data Security
- Data Extraction
- Reporting & Statistics
- Workflow Management
- AI Copilot

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