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

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Compare Machine Learning Software
Results: 258

AIMultiple is data driven. Evaluate 258 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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73.215988357945
94.7315972043747
24.30939093947404
100
0.07718253968253969
51.700379511515294
top10
true
4star
Qubole Free trial available
4.00
100%
100%
100%
= 2 reviews
= 100 employees
= 20,000 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.

70.71565958059696
93.12972388742956
81.76795439584248
96.46026546943465
0.13452380952380952
48.30159527376439
top5 , top10
5star
DataRobot
4.64
100%
100%
100%
= 2 reviews
= 100 employees
= 20,000 visitors

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

66.9836680016084
87.67702263184586
36.464086409211056
92.106787022845
0.09067460317460316
46.290313371370935
top5 , top10
true
5star
Dataiku Free trial available
4.54
100%
100%
100%
= 2 reviews
= 100 employees
= 20,000 visitors

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

61.58750652096499
81.22852986651552
100
83.22184028352714
0
41.946483175414464
top5 , top10
5star
scikit-learn
4.80
100%
0%
100%
= 2 reviews
= 100 employees
= 20,000 visitors

54.6388242072984
72.04045670063124
0.7734811879682816
73.42260879254489
100
37.237191713965565
top5 , top10
4star
IBM Watson Machine Learning
4.10
100%
100%
100%
= 2 reviews
= 100 employees
= 20,000 visitors

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

51.47397281882914
67.07047586214011
0.22099393954751076
70.23636103966705
34.72222222222222
35.877469775518165
4star
Microsoft Knowledge Exploration Service
4.10
100%
100%
57%
= 2 reviews
= 100 employees
= 20,000 visitors

50.422327086554205
65.48852545599233
5.524862885999733
69.49191342237381
0.012698412698412698
35.356128717116086
5star
BigML
4.74
100%
19%
100%
= 2 reviews
= 100 employees
= 20,000 visitors

Machine Learning made beautifully simple for everyone.

47.03284971171419
61.623536784379546
44.751380738210656
64.12871847046088
0
32.44216263904883
top5 , top10
5star
machine-learning in Python
4.70
100%
0%
100%
= 2 reviews
= 100 employees
= 20,000 visitors

46.19891248923804
60.28270635221513
0.05524728511088066
64.12871847046088
0.001785714285714286
32.11511862626095
5star
PrediCX
4.70
100%
2%
14%
= 2 reviews
= 100 employees
= 20,000 visitors

Our flagship software is the world's most powerful machine learning platform.

44.98688531862253
58.79328548755366
36.464086409211056
61.382300952422696
0
31.180485149691407
top5 , top10
4star
Weka
4.36
100%
0%
100%
= 2 reviews
= 100 employees
= 20,000 visitors

Weka is a collection of machine learning algorithms for data mining tasks. It contains tools for data preparation, classification, regression, clustering, association rules mining, and visualization.

Market Presence Metrics

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 30%, 44% less than the 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% (40% less than average solution category) of the online visitors on machine learning software company websites.

Satisfaction

Machine learning software is less concentrated than the average in terms of user reviews. Top 3 companies receive 37% (this is 21% for the average solution category) of the reviews in the market. 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

IBM
Amazon Web Services (AWS)
Google
Microsoft
Salesforce

Number of Employees

63 employees work for a typical company in this category which is 9 more than the number of employees for a typical company in the average solution category.

In most cases, companies need at least 10 employees to serve other businesses with a proven tech product or service. 91 companies (42 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.

Customer Insights

Customer Evaluation

These scores are the average scores collected from customer reviews for all Machine learning software companies. Compared to median scores of all solution categories, Machine learning software comes forward with Features but falls behind in Customer Service.

Customers by

Industry

According to customer reviews, top 3 industries using machine learning software solutions are Research, Computer Software and Financial Services. Top 3 industries consitute 54% of all customers. Top 3 industries that use any solution categories are Information Technology and Services, Computer Software and Marketing and Advertising.

Company Size

According to customer reviews, most common company size is 51-200 employees with a share of 29%. The median share this company size is 19%. The most common company size that uses any solution category is 1-10 employees.