# 2023 Capterra Shortlist for Machine Learning | Capterra

> Discover the highest-rated & most popular Machine Learning Software of 2023. Make Capterra Shortlist your first stop when searching for software.

Source: https://www.capterra.com/machine-learning-software/shortlist

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# 2023 Capterra Shortlist for Machine Learning

-   [All Products](https://www.capterra.com/machine-learning-software/)
-   [Capterra Shortlist](https://www.capterra.com/machine-learning-software/shortlist/)

[How it was made](#methodology)

## / Get to a better list with verified ratings & reviews

Capterra Shortlist charts the highest-rated and most popularsoftware products. Explore, save your progress, and share with colleagues. Want to learn more? [Read Full Scoring Methodology](https://www.capterra.com/resources/proprietary-data-research/#capterra-shortlist-methodology)

[

](https://www.capterra.com/p/148267/Snowflake/)

## [Snowflake](https://www.capterra.com/p/148267/Snowflake/)

[4.7 (96)](https://www.capterra.com/p/148267/Snowflake/reviews/)[View all reviews](https://www.capterra.com/p/148267/Snowflake/reviews/)

[](https://www.capterra.com/p/148267/Snowflake/)

Snowflake empowers the Data Cloud, fostering global data connectivity and collaboration across diverse scales and types.

Overall Score

98/100

Popularity: 50/50

Ratings: 48/50

Review Breakdown

Ease of Use

4.5

Customer Service

4.3

Features

4.5

Value for Money

4.3

Paid plans start at

$23.00Per Month

Free Trial

Free Version

Category Features

5/14

REVIEW BREAKDOWN

PRICING

PROS & CONS

[

](https://www.capterra.com/p/268690/Google-Cloud-Platform/)

## [Google Cloud](https://www.capterra.com/p/268690/Google-Cloud-Platform/)

[4.7 (2262)](https://www.capterra.com/p/268690/Google-Cloud-Platform/reviews/)[View all reviews](https://www.capterra.com/p/268690/Google-Cloud-Platform/reviews/)

[](https://www.capterra.com/p/268690/Google-Cloud-Platform/)

Cloud-based service that allows users to create anything from swebsites to complex applications for businesses of all sizes.

Overall Score

95/100

Popularity: 46/50

Ratings: 49/50

Review Breakdown

Ease of Use

4.5

Customer Service

4.3

Features

4.6

Value for Money

4.4

Paid plans start at

Not provided by the vendor

Category Features

11/14

REVIEW BREAKDOWN

PRICING

PROS & CONS

[

](https://www.capterra.com/p/11482/MySQL/)

## [MySQL](https://www.capterra.com/p/11482/MySQL/)

[4.6 (2094)](https://www.capterra.com/p/11482/MySQL/reviews/)[View all reviews](https://www.capterra.com/p/11482/MySQL/reviews/)

[](https://www.capterra.com/p/11482/MySQL/)

Meet the database challenges of next gen web, cloud, & communications services with uncompromising scalability, uptime and scalability

Overall Score

93/100

Popularity: 44/50

Ratings: 49/50

Review Breakdown

Ease of Use

4.4

Customer Service

4.2

Features

4.5

Value for Money

4.6

Paid plans start at

$2000.00Per Year

Free Trial

Free Version

Category Features

10/14

REVIEW BREAKDOWN

PRICING

PROS & CONS

[

](https://www.capterra.com/p/210755/Appen/)

## [Appen](https://www.capterra.com/p/210755/Appen/)

[4.1 (40)](https://www.capterra.com/p/210755/Appen/reviews/)[View all reviews](https://www.capterra.com/p/210755/Appen/reviews/)

[](https://www.capterra.com/p/210755/Appen/)

Appen is the global leader in AI training data. Most of today’s interactions between consumers and AI are supported by Appen.

Overall Score

89/100

Popularity: 43/50

Ratings: 46/50

Review Breakdown

Ease of Use

4.0

Customer Service

3.8

Features

4.0

Value for Money

4.0

Paid plans start at

Not provided by the vendor

Category Features

8/14

REVIEW BREAKDOWN

PRICING

PROS & CONS

[

](https://www.capterra.com/p/109731/Minitab-Statistical-Software/)

## [Minitab](https://www.capterra.com/p/109731/Minitab-Statistical-Software/)

[4.5 (388)](https://www.capterra.com/p/109731/Minitab-Statistical-Software/reviews/)[View all reviews](https://www.capterra.com/p/109731/Minitab-Statistical-Software/reviews/)

Powerful statistical software everyone can use to analyze data and find meaningful solutions to their toughest business problems.

Overall Score

88/100

Popularity: 40/50

Ratings: 48/50

Review Breakdown

Ease of Use

4.2

Customer Service

4.2

Features

4.4

Value for Money

4.2

Paid plans start at

$1851.00Per Year

Free Trial

Free Version

Category Features

7/14

REVIEW BREAKDOWN

PRICING

PROS & CONS

[

](https://www.capterra.com/p/175432/Clickworker/)

## [Clickworker](https://www.capterra.com/p/175432/Clickworker/)

[4.3 (58)](https://www.capterra.com/p/175432/Clickworker/reviews/)[View all reviews](https://www.capterra.com/p/175432/Clickworker/reviews/)

[](https://www.capterra.com/p/175432/Clickworker/)

clickworker creates AI training data using a 5M strong global crowd and collection, categorization, tagging and annotation services

Overall Score

84/100

Popularity: 39/50

Ratings: 45/50

Review Breakdown

Ease of Use

4.3

Customer Service

4.5

Features

4.2

Value for Money

4.3

Paid plans start at

Not provided by the vendor

Category Features

9/14

REVIEW BREAKDOWN

PRICING

PROS & CONS

[

](https://www.capterra.com/p/171048/Wolfram-Mathematica/)

## [Wolfram Mathematica](https://www.capterra.com/p/171048/Wolfram-Mathematica/)

[4.6 (169)](https://www.capterra.com/p/171048/Wolfram-Mathematica/reviews/)[View all reviews](https://www.capterra.com/p/171048/Wolfram-Mathematica/reviews/)

[](https://www.capterra.com/p/171048/Wolfram-Mathematica/)

Technical computing system that provides tools for image processing, geometry, visualization, machine learning, data mining, and more.

Overall Score

81/100

Popularity: 32/50

Ratings: 49/50

Review Breakdown

Ease of Use

4.2

Customer Service

4.2

Features

4.7

Value for Money

4.2

Paid plans start at

$335.00One Time

Free Trial

Free Version

Category Features

3/14

REVIEW BREAKDOWN

PRICING

PROS & CONS

[

](https://www.capterra.com/p/253052/AdCreativeai/)

## [AdCreative.ai](https://www.capterra.com/p/253052/AdCreativeai/)

[3.3 (167)](https://www.capterra.com/p/253052/AdCreativeai/reviews/)[View all reviews](https://www.capterra.com/p/253052/AdCreativeai/reviews/)

[](https://www.capterra.com/p/253052/AdCreativeai/)

AI-powered ad creation for high-converting creatives. No design skills are needed—just results. Start generating ads today!

Overall Score

79/100

Popularity: 37/50

Ratings: 42/50

Review Breakdown

Ease of Use

3.6

Customer Service

3.2

Features

3.4

Value for Money

3.1

Paid plans start at

$39.00Per Month

Free Trial

Free Version

Category Features

5/14

REVIEW BREAKDOWN

PRICING

PROS & CONS

[

](https://www.capterra.com/p/119448/XLSTAT/)

## [XLSTAT](https://www.capterra.com/p/119448/XLSTAT/)

[4.7 (398)](https://www.capterra.com/p/119448/XLSTAT/reviews/)[View all reviews](https://www.capterra.com/p/119448/XLSTAT/reviews/)

[](https://www.capterra.com/p/119448/XLSTAT/)

The leading data analysis and statistical solution for Microsoft EXCEL®. Analyze, customize and share your results.

Overall Score

77/100

Popularity: 27/50

Ratings: 50/50

Review Breakdown

Ease of Use

4.6

Customer Service

4.5

Features

4.6

Value for Money

4.5

Paid plans start at

$295.00Per Year

Free Trial

Free Version

Category Features

4/14

REVIEW BREAKDOWN

PRICING

PROS & CONS

[

](https://www.capterra.com/p/10009418/Admin-By-Request/)

## [Admin By Request](https://www.capterra.com/p/10009418/Admin-By-Request/)

[4.9 (68)](https://www.capterra.com/p/10009418/Admin-By-Request/reviews/)[View all reviews](https://www.capterra.com/p/10009418/Admin-By-Request/reviews/)

[](https://www.capterra.com/p/10009418/Admin-By-Request/)

Endpoint privilege management with just-in-time admin elevation, full auditing, and secure remote access for Windows, macOS, and Linux.

Overall Score

76/100

Popularity: 26/50

Ratings: 50/50

Review Breakdown

Ease of Use

4.8

Customer Service

4.7

Features

4.8

Value for Money

4.7

Paid plans start at

Not provided by the vendor

Category Features

5/14

REVIEW BREAKDOWN

PRICING

PROS & CONS

[

](https://www.capterra.com/p/268689/Google-Cloud-BigQuery/)

## [Google Cloud BigQuery](https://www.capterra.com/p/268689/Google-Cloud-BigQuery/)

[4.6 (35)](https://www.capterra.com/p/268689/Google-Cloud-BigQuery/reviews/)[View all reviews](https://www.capterra.com/p/268689/Google-Cloud-BigQuery/reviews/)

[](https://www.capterra.com/p/268689/Google-Cloud-BigQuery/)

BigQuery is a serverless, multicloud data warehouse designed to help you turn big data into valuable business.

Overall Score

75/100

Popularity: 26/50

Ratings: 49/50

Review Breakdown

Ease of Use

4.4

Customer Service

3.9

Features

4.7

Value for Money

4.2

Paid plans start at

$2000.00Per Month

Free Trial

Free Version

Category Features

8/14

REVIEW BREAKDOWN

PRICING

PROS & CONS

[

](https://www.capterra.com/p/93512/VMware-Horizon/)

## [vSphere](https://www.capterra.com/p/93512/VMware-Horizon/)

[4.7 (431)](https://www.capterra.com/p/93512/VMware-Horizon/reviews/)[View all reviews](https://www.capterra.com/p/93512/VMware-Horizon/reviews/)

[](https://www.capterra.com/p/93512/VMware-Horizon/)

Cloud-based virtualization platform which helps enterprises with data consolidation, infrastructure security and remote support.

Overall Score

75/100

Popularity: 26/50

Ratings: 49/50

Review Breakdown

Ease of Use

4.4

Customer Service

4.3

Features

4.6

Value for Money

4.2

Paid plans start at

$576.96Per Year

Free Trial

Free Version

Category Features

3/14

REVIEW BREAKDOWN

PRICING

PROS & CONS

[

](https://www.capterra.com/p/249789/Cheat-Layer/)

## [Cheat Layer](https://www.capterra.com/p/249789/Cheat-Layer/)

[4.7 (68)](https://www.capterra.com/p/249789/Cheat-Layer/reviews/)[View all reviews](https://www.capterra.com/p/249789/Cheat-Layer/reviews/)

[](https://www.capterra.com/p/249789/Cheat-Layer/)

Cheat Layer allows you to automate any website without the need for writing code, our AI powered No Code tools make automation easy!

Overall Score

74/100

Popularity: 25/50

Ratings: 49/50

Review Breakdown

Ease of Use

3.9

Customer Service

4.8

Features

4.8

Value for Money

4.9

Paid plans start at

Not provided by the vendor

Category Features

8/14

REVIEW BREAKDOWN

PRICING

PROS & CONS

[View All Machine Learning Software](https://www.capterra.com/machine-learning-software/)

Most Popular

Popularity Score

Popular

Highly Rated

Ratings Score

Highest Rated

To ensure objectivity and avoid any bias, Capterra Shortlist mathematically combines two key dimensions: a ratings score and a popularity score. These two dimensions are combined to plot top products on the grid and create a total score for a stack-ranked list view—all independent of vendor influence.

Date published:November 24, 2023