Machine Learning Software

Machine learning (ML) software enables data scientists and machine learning engineers to efficiently build scalable machine learning models. ML software facilitates development, testing and deployment of ML models.

Machine learning software is also called machine learning system

Innovators Specialists Leaders Challengers Market Presence Momentum
Popularity
Satisfaction
Maturity
Pricing
Country

Compare Machine Learning Software
Results: 256

AIMultiple is data driven. Evaluate 256 products based on comprehensive, transparent and objective AIMultiple scores. For any of our scores, click the icon to learn how it is calculated based on objective data.

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94.6096341212438
96.45654471840011
81.76795439584248
100
0.11686955082791216
77.98743874683711
top5 , top10
5star
DataRobot
4.67
100%
0%
100%
= 1 review
= 100 employees
= 30,000 visitors

DataRobot's automated machine learning platform makes it fast and easy to build and deploy accurate predictive models.

91.1204060766742
92.83024868556701
36.464086409211056
97.59023539206734
0.05016082491286496
75.73182259663868
top5 , top10
true
5star
Dataiku Free trial available
4.57
100%
0%
100%
= 1 review
= 100 employees
= 30,000 visitors

Dataiku's single, collaborative platform powers both self-service analytics and the operationalization of machine learning models in production.

83.65228781967994
85.30173425265532
24.30939093947404
89.9685541704846
0.06705347385259268
68.80726992290144
top10
true
4star
Qubole Free trial available
3.92
100%
0%
100%
= 1 review
= 100 employees
= 30,000 visitors

Qubole's customers are 100% successful processing an exabyte of data every month, in a time when 85% of big data projects fail to meet expectations.

76.95983430791672
78.08316073741325
100
79.87570291214176
0
66.84989644244794
top5 , top10
5star
scikit-learn
4.80
100%
0%
100%
= 1 review
= 100 employees
= 30,000 visitors

73.32483870550497
74.30260323998466
0.7734811879682816
75.82914766419746
100
64.52495789518778
top5 , top10
4star
IBM Watson Machine Learning
4.00
100%
100%
100%
= 1 review
= 100 employees
= 30,000 visitors

IBM Watson Machine Learning (WML) Service enables you to create, train, and deploy self-learning models using an automated, collaborative workflow.

Popularity

Searches with brand name

These are the number of queries on search engines which include the brand name of the product. Compared to other product based solutions, machine learning software is less concentrated in terms of top 3 companies' share of search queries. Top 3 companies receive 28% (50% less than average) of search queries in this area.

Web Traffic

Machine learning software is a less concentrated than average solution category in terms of web traffic. Top 3 companies receive 33% (45% less than average solution category) of the online visitors on machine learning software company websites.

Satisfaction

Machine learning software is less concentrated than average in terms of user reviews. Top 3 companies receive 28% (30% less than average solution category) of the reviews on machine learning software company websites. Product satisfaction tends to be higher for more popular machine learning software products. Average rating for top 3 products is 4.4 vs 3.9 for average machine learning software product review.

Leaders Average Review Score Number of Reviews

Maturity

Number of Employees

Median number of employees that provide machine learning software is 64 which is 4 more than the median number of employees for the average solution category.

In most cases, companies need at least 10 employees to serve other businesses with a proven tech product or service. 92 companies (44 more than average solution category) with >10 employees are offering machine learning software. Top 3 products are developed by companies with a total of 1-5k employees. However, all of these top 3 companies have multiple products so only a portion of this workforce is actually working on these top 3 products.

IBM
Amazon Web Services (AWS)
Microsoft
Google