Compare MLlib vs Mahout

See this
comparison of MLlib vs. Mahout
based on data from user reviews. MLlib rates 4.1/5 stars with 6 reviews. Mahout rates 4.3/5 stars with 11 reviews. Each product's score is calculated by real-time data from verified user reviews.

Pricing

 
Free Trial Unavailable
Free Trial Unavailable
MLlib
Free Trial Unavailable
Mahout
Free Trial Unavailable

Ratings

Meets Requirements
Meets Requirements
7.8
8.3
Ease of Use
Ease of Use
8.9
7.8
Ease of Setup
Ease of Setup
8.7
8.0
Ease of Admin
Ease of AdminNot enough data available
8.0
Quality of Support
Quality of SupportNot enough data available
9.7
Ease of Doing Business With
Ease of Doing Business WithNot enough data available
8.9
Product Direction (% positive)
Product Direction (% positive)
4.2
8.7
Meets Requirements
MLlib
7.8
Mahout
8.3
Ease of Use
MLlib
8.9
Mahout
7.8
Ease of Setup
MLlib
8.7
Mahout
8.0
Ease of Admin
MLlib
Not enough data available
Mahout
8.0
Quality of Support
MLlib
Not enough data available
Mahout
9.7
Ease of Doing Business With
MLlib
Not enough data available
Mahout
8.9
Product Direction (% positive)
MLlib
4.2
Mahout
8.7

Reviewers' Company Size

Small-Business (50 or fewer emp.)
Small-Business
(50 or fewer emp.)
0%
36.4%
Mid-Market (51-1000 emp.)
Mid-Market
(51-1000 emp.)
50.0%
36.4%
Enterprise (> 1000 emp.)
Enterprise
(> 1000 emp.)
50.0%
27.3%
MLlib
Small-Business
0%
Mid-Market
50.0%
Enterprise
50.0%
Mahout
Small-Business
36.4%
Mid-Market
36.4%
Enterprise
27.3%

Reviewers' Industry

 
Financial Services
33.3%
Computer Software
27.3%
 
Computer Software
33.3%
Transportation/Trucking/Railroad
9.1%
 
Wireless
16.7%
Telecommunications
9.1%
 
Telecommunications
16.7%
Semiconductors
9.1%
 
Real Estate
9.1%
 
Other
0.0%
Other
36.4%
MLlib
Financial Services
33.3%
Computer Software
33.3%
Wireless
16.7%
Telecommunications
16.7%
Other
0.0%
Mahout
Computer Software
27.3%
Transportation/Trucking/Railroad
9.1%
Telecommunications
9.1%
Semiconductors
9.1%
Real Estate
9.1%
Other
36.4%

Reviews

Most Helpful Favorable Review
Most Helpful Favorable Review
G2 User in Financial Services

MLlib now works on the new DataFrame API and thus is very easy to use.

Pranamesh C.
G2 User in Civil Engineering

The best thing about Mahout is that it is free. It supports working on big data using Map Reduce, and has GPU enabled acceleration too.

Most Helpful Critical Review
Most Helpful Critical Review
Saeid A.
G2 User in Outsourcing/Offshoring

It is rigid with some of the algorithms, specially with advanced one like neural network. For instance, you are unable to change activation functions of a neural network. You can either use Sigmoid for all the layers, or tanh which is not really making...

varu s.
G2 User

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.

 
MLlib
Most Helpful Favorable Review
G2 User in Financial Services

MLlib now works on the new DataFrame API and thus is very easy to use.

Most Helpful Critical Review
Saeid A.
G2 User in Outsourcing/Offshoring

It is rigid with some of the algorithms, specially with advanced one like neural network. For instance, you are unable to change activation functions of a neural network. You can either use Sigmoid for all the layers, or tanh which is not really making...

Mahout
Most Helpful Favorable Review
Pranamesh C.
G2 User in Civil Engineering

The best thing about Mahout is that it is free. It supports working on big data using Map Reduce, and has GPU enabled acceleration too.

Most Helpful Critical Review
varu s.
G2 User

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.

Screenshots

 No screenshots providedNo screenshots provided
MLlib
No screenshots provided
Mahout
No screenshots provided
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