# 2026 Capterra Shortlist for Data Analysis | Capterra

> Discover the highest-rated & most popular Data Analysis Software of 2026. Make Capterra Shortlist your first stop when searching for software.

Source: https://www.capterra.com/data-analysis-software/shortlist

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# 2026 Capterra Shortlist for Data Analysis

-   [All Products](https://www.capterra.com/data-analysis-software/)
-   [Capterra Shortlist](https://www.capterra.com/data-analysis-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/208764/Tableau/)

## [Tableau](https://www.capterra.com/p/208764/Tableau/)

[4.6 (2356)](https://www.capterra.com/p/208764/Tableau/reviews/)[View all reviews](https://www.capterra.com/p/208764/Tableau/reviews/)

[](https://www.capterra.com/p/208764/Tableau/)

Tableau Software helps people see and understand data. Tableau delivers fast analytics, visualization and business intelligence.

Overall Score

94/100

Popularity: 47/50

Ratings: 47/50

Review Breakdown

Ease of Use

4.1

Customer Service

4.2

Features

4.5

Value for Money

4.2

Paid plans start at

$15.00Per Month

Free Trial

Free Version

Category Features

7/13

REVIEW BREAKDOWN

PRICING

PROS & CONS

[

](https://www.capterra.com/p/176586/Power-BI/)

## [Microsoft Power BI](https://www.capterra.com/p/176586/Power-BI/)

[4.6 (1886)](https://www.capterra.com/p/176586/Power-BI/reviews/)[View all reviews](https://www.capterra.com/p/176586/Power-BI/reviews/)

[](https://www.capterra.com/p/176586/Power-BI/)

Microsoft Power BI is business intelligence software that helps users visualize data and generate reports from various applications.

Overall Score

90/100

Popularity: 44/50

Ratings: 46/50

Review Breakdown

Ease of Use

4.1

Customer Service

4.2

Features

4.5

Value for Money

4.4

Paid plans start at

$10.00Per Month

Free Trial

Free Version

Category Features

8/13

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

Statistical software for data analysis, quality improvement, predictive analytics, and process optimization.

Overall Score

86/100

Popularity: 40/50

Ratings: 46/50

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

8/13

REVIEW BREAKDOWN

PRICING

PROS & CONS

[

](https://www.capterra.com/p/10028367/wetracked-io/)

## [wetracked.io](https://www.capterra.com/p/10028367/wetracked-io/)

[5.0 (200)](https://www.capterra.com/p/10028367/wetracked-io/reviews/)[View all reviews](https://www.capterra.com/p/10028367/wetracked-io/reviews/)

[](https://www.capterra.com/p/10028367/wetracked-io/)

Ad server solution that helps eCommerce businesses monitor marketing performances and optimize ad spending across multiple channels.

Overall Score

84/100

Popularity: 34/50

Ratings: 50/50

Review Breakdown

Ease of Use

4.9

Customer Service

5.0

Features

4.9

Value for Money

4.8

Paid plans start at

$49.00Per Month

Free Trial

Free Version

Category Features

4/13

REVIEW BREAKDOWN

PRICING

PROS & CONS

[

](https://www.capterra.com/p/136247/Grow/)

## [Grow](https://www.capterra.com/p/136247/Grow/)

[4.4 (406)](https://www.capterra.com/p/136247/Grow/reviews/)[View all reviews](https://www.capterra.com/p/136247/Grow/reviews/)

[](https://www.capterra.com/p/136247/Grow/)

Grow makes it simple for companies to connect their data and surface insights so everyone can make data-driven decisions.

Overall Score

82/100

Popularity: 39/50

Ratings: 43/50

Review Breakdown

Ease of Use

4.2

Customer Service

4.4

Features

4.2

Value for Money

4.2

Paid plans start at

Not provided by the vendor

Category Features

7/13

REVIEW BREAKDOWN

PRICING

PROS & CONS

[

](https://www.capterra.com/p/119119/Domo/)

## [Domo](https://www.capterra.com/p/119119/Domo/)

[4.3 (331)](https://www.capterra.com/p/119119/Domo/reviews/)[View all reviews](https://www.capterra.com/p/119119/Domo/reviews/)

[](https://www.capterra.com/p/119119/Domo/)

Domo is an AI and data products platform that unifies end-to-end data management, analytics, and automation in one solution.

Overall Score

81/100

Popularity: 37/50

Ratings: 44/50

Review Breakdown

Ease of Use

4.1

Customer Service

4.0

Features

4.3

Value for Money

4.0

Paid plans start at

Not provided by the vendor

Category Features

6/13

REVIEW BREAKDOWN

PRICING

PROS & CONS

## Get the full software list now

### The latest prices and features straight to your inbox. Compare anytime.

[

](https://www.capterra.com/p/129749/Zoho-Analytics/)

## [Zoho Analytics](https://www.capterra.com/p/129749/Zoho-Analytics/)

[4.4 (361)](https://www.capterra.com/p/129749/Zoho-Analytics/reviews/)[View all reviews](https://www.capterra.com/p/129749/Zoho-Analytics/reviews/)

[](https://www.capterra.com/p/129749/Zoho-Analytics/)

Robust data analytics platform that empowers organizations with decision-making at all levels of business

Overall Score

80/100

Popularity: 35/50

Ratings: 45/50

Review Breakdown

Ease of Use

4.2

Customer Service

4.2

Features

4.3

Value for Money

4.3

Paid plans start at

$30.00Per Month

Free Trial

Free Version

Category Features

12/13

REVIEW BREAKDOWN

PRICING

PROS & CONS

[

](https://www.capterra.com/p/10012559/EngineRoom/)

## [EngineRoom](https://www.capterra.com/p/10012559/EngineRoom/)

[4.7 (85)](https://www.capterra.com/p/10012559/EngineRoom/reviews/)[View all reviews](https://www.capterra.com/p/10012559/EngineRoom/reviews/)

EngineRoom is a comprehensive statistical analysis and data visualization tool suite that power process improvement initiatives.

Overall Score

78/100

Popularity: 31/50

Ratings: 47/50

Review Breakdown

Ease of Use

4.7

Customer Service

4.6

Features

4.6

Value for Money

4.6

Paid plans start at

$495.00Per Year

Free Trial

Free Version

Category Features

8/13

REVIEW BREAKDOWN

PRICING

PROS & CONS

[

](https://www.capterra.com/p/145331/Kyvos/)

## [Kyvos Semantic Layer](https://www.capterra.com/p/145331/Kyvos/)

[4.8 (37)](https://www.capterra.com/p/145331/Kyvos/reviews/)[View all reviews](https://www.capterra.com/p/145331/Kyvos/reviews/)

[](https://www.capterra.com/p/145331/Kyvos/)

Kyvos is a semantic layer for AI and BI. It gives organizations a single, consistent, business-friendly view of their entire data estat

Overall Score

70/100

Popularity: 22/50

Ratings: 48/50

Review Breakdown

Ease of Use

4.8

Customer Service

4.6

Features

4.5

Value for Money

4.6

Paid plans start at

Not provided by the vendor

Category Features

8/13

REVIEW BREAKDOWN

PRICING

PROS & CONS

Need a Little Help?

Talk with a software expert for free. Get a list of software that’s great for you in less than 15 minutes.

[

](https://www.capterra.com/p/173908/Rayven-Industrial-business-intelligence/)

## [Rayven](https://www.capterra.com/p/173908/Rayven-Industrial-business-intelligence/)

[5.0 (24)](https://www.capterra.com/p/173908/Rayven-Industrial-business-intelligence/reviews/)[View all reviews](https://www.capterra.com/p/173908/Rayven-Industrial-business-intelligence/reviews/)

[](https://www.capterra.com/p/173908/Rayven-Industrial-business-intelligence/)

Operational software for an AI-powered world. Connect everything, build custom apps + deploy AI in weeks.

Overall Score

67/100

Popularity: 19/50

Ratings: 48/50

Review Breakdown

Ease of Use

4.9

Customer Service

5.0

Features

5.0

Value for Money

5.0

Paid plans start at

Not provided by the vendor

Category Features

5/13

REVIEW BREAKDOWN

PRICING

PROS & CONS

[View All Data Analysis Software](https://www.capterra.com/data-analysis-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:July 8, 2026