[Home](https://www.selecthub.com/) \> [Embedded Analytics](https://www.selecthub.com/category/embedded-analytics/) \> [Embedded Analytics Tools](https://www.selecthub.com/c/embedded-analytics-tools/) \> [Cube](https://www.selecthub.com/p/embedded-analytics-tools/cube-dev/) \> Cube vs Qrvey 

# Cube vs Qrvey 

Last Updated: June 29th, 2026 

Our analysts compared [Cube](https://www.selecthub.com/p/embedded-analytics-tools/cube-dev/) vs [Qrvey](https://www.selecthub.com/p/embedded-analytics-tools/qrvey/) based on data from our 400+ point analysis of [Embedded Analytics Tools](https://www.selecthub.com/c/embedded-analytics-tools/), user reviews and our own crowdsourced data from our [free software selection platform](https://www.selecthub.com/about/start-free-selection-project-site/?category=Embedded Analytics Tools&cta=embedded-analytics-tools). 

[Overview](#product-overview) [Pricing](#product-pricing) [Our Review](#product-analyst-summary) [User Ratings](#user-sentiment-section) [Features](#product-benefits-features) [Analyst Ratings](#analyst-rating-section) [Comparison Charts](#product-comparison-charts) [Screenshots](#product-screenshots) 

Remove Add to Compare 

[![Cube Software Tool](https://cdn.selecthub.com/products/84562f4374b74baa0907563bccdf1492-d172e51c2c78c2f666d6e71a097bd423/resources/normal/logo.png?1740658039)](https://www.selecthub.com/p/embedded-analytics-tools/cube-dev/)

[ ![Product Awards](https://www.selecthub.com/display/images/awards_badge.svg) ](#awards-section) 

Remove Add to Compare 

[![Qrvey Software Tool](https://cdn.selecthub.com/products/69ec5030f78a9b735402d133317bf5f6-b0490243e9429f3c31e36bebf9c19ffc/resources/normal/logo.png?1693318334)](https://www.selecthub.com/p/embedded-analytics-tools/qrvey/)

[ ![Product Awards](https://www.selecthub.com/display/images/awards_badge.svg) ](#awards-section) 

[Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=Embedded+Analytics+Tools&product%5Fname=Cube&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F84562f4374b74baa0907563bccdf1492-d172e51c2c78c2f666d6e71a097bd423%2Fresources%2Fnormal%2Flogo.png%3F1740658039) [Demo](https://pmo.selecthub.com/get-product-demo/?category=Embedded+Analytics+Tools&product%5Fname=Cube&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F84562f4374b74baa0907563bccdf1492-d172e51c2c78c2f666d6e71a097bd423%2Fresources%2Fnormal%2Flogo.png%3F1740658039) [Request Pricing](https://pmo.selecthub.com/get-product-pricing/?category=Embedded+Analytics+Tools&product%5Fname=Cube&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F84562f4374b74baa0907563bccdf1492-d172e51c2c78c2f666d6e71a097bd423%2Fresources%2Fnormal%2Flogo.png%3F1740658039&price=1) [Pricing](https://pmo.selecthub.com/get-product-pricing/?category=Embedded+Analytics+Tools&product%5Fname=Cube&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F84562f4374b74baa0907563bccdf1492-d172e51c2c78c2f666d6e71a097bd423%2Fresources%2Fnormal%2Flogo.png%3F1740658039&price=1) 

[Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=Embedded+Analytics+Tools&product%5Fname=Qrvey&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F69ec5030f78a9b735402d133317bf5f6-b0490243e9429f3c31e36bebf9c19ffc%2Fresources%2Fnormal%2Flogo.png%3F1693318334) [Demo](https://pmo.selecthub.com/get-product-demo/?category=Embedded+Analytics+Tools&product%5Fname=Qrvey&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F69ec5030f78a9b735402d133317bf5f6-b0490243e9429f3c31e36bebf9c19ffc%2Fresources%2Fnormal%2Flogo.png%3F1693318334) [Request Pricing](https://pmo.selecthub.com/get-product-pricing/?category=Embedded+Analytics+Tools&product%5Fname=Qrvey&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F69ec5030f78a9b735402d133317bf5f6-b0490243e9429f3c31e36bebf9c19ffc%2Fresources%2Fnormal%2Flogo.png%3F1693318334&price=5) [Pricing](https://pmo.selecthub.com/get-product-pricing/?category=Embedded+Analytics+Tools&product%5Fname=Qrvey&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F69ec5030f78a9b735402d133317bf5f6-b0490243e9429f3c31e36bebf9c19ffc%2Fresources%2Fnormal%2Flogo.png%3F1693318334&price=5) 

### Products Insights 

Overall Rating Comparison 

[ Analyst Rating we're gathering data ](#analyst-rating-section) [ User Sentiment ![Excellent User Sentiment](https://www.selecthub.com/display/images/scores/excellent.svg) (30 Reviews) ](#user-sentiment-section) 

[ Analyst Rating 79 Detailed Analysis ](#analyst-rating-section) [ User Sentiment ![Excellent User Sentiment](https://www.selecthub.com/display/images/scores/excellent.svg) (19 Reviews) ](#user-sentiment-section) 

Price Starts From 

$0.15/Cube Consumption Unit, Usage-Based 

[Free Trial is available →](https://pmo.selecthub.com/free-trial/?product%5Fname=Cube&category=Embedded Analytics Tools&product%5Flogo=https://d3uimxdj41cg3o.cloudfront.net/products/84562f4374b74baa0907563bccdf1492-d172e51c2c78c2f666d6e71a097bd423/resources/normal/logo.png?1740658039) 

$5,000 Monthly 

[Free Trial is available →](https://pmo.selecthub.com/free-trial/?product%5Fname=Qrvey&category=Embedded Analytics Tools&product%5Flogo=https://d3uimxdj41cg3o.cloudfront.net/products/69ec5030f78a9b735402d133317bf5f6-b0490243e9429f3c31e36bebf9c19ffc/resources/normal/logo.png?1693318334) 

Pros 

What we like about Cube and Qrvey: 

**Fast Data Integration:** Cube Cloud excels at connecting data from various sources, breaking down data silos and ensuring that everyone in the organization is working with the same information.

**User-Friendly Chart Creation:** User reviews praise the Chart Prototyping feature, which simplifies the process of building data visualizations. This allows developers to quickly create interactive charts and dashboards for their applications.

**Strong API Support:** Cube Cloud offers robust APIs that make it easy to integrate with other tools and systems. This flexibility is highly valued by developers who need to seamlessly connect Cube Cloud with their existing technology stack.

**Embedded Analytics Made Easy:** Qrvey simplifies embedding analytics into existing applications, allowing developers to focus on core product development instead of getting bogged down with complex analytics integrations.

**No-Code/Low-Code Flexibility:** Qrvey caters to both technical and non-technical users. Its intuitive drag-and-drop interface empowers users to build interactive dashboards and reports without writing a single line of code, while still providing advanced scripting capabilities for developers who need them.

**Seamless Data Integration:** Qrvey connects to a wide range of data sources, from databases and spreadsheets to cloud services and APIs, making it easy to centralize data and gain a holistic view of your business.

Cons 

What we dislike about Cube and Qrvey: 

**Learning Curve:** User reviews mention a learning curve, particularly for users unfamiliar with semantic layer concepts or those new to Cube Cloud's specific interface.

**Documentation Issues:** Some user reviews point out occasional issues with the documentation, which could pose challenges for users seeking guidance or troubleshooting assistance.

**Limited Customization:** Users have expressed frustration with the platform's limited ability to customize the look and feel of embedded dashboards, making it challenging to seamlessly integrate them into existing applications.

**Steep Learning Curve:** Some users have reported that Qrvey's interface and features can be complex to grasp initially, requiring significant time and effort to become proficient.

**Performance Issues:** There have been instances where users have encountered performance bottlenecks, particularly when dealing with large datasets or complex queries, leading to slow loading times and a less than ideal user experience.

### Our Review 

 How do you solve a problem like Cube? User reviews from the last year reveal that Cube Cloud, a platform for embedded analytics, has taken the data world by storm, earning stellar ratings for its unique approach. Users rave about its seamless integration with existing data systems, highlighting its ability to unify data from various sources, such as Snowflake and Databricks, into a single source of truth. This is particularly crucial for businesses dealing with data silos, as it allows them to finally have a "single pane of glass" view of their data. However, some users point out a learning curve, particularly for those unfamiliar with its code-first approach. This suggests that while Cube Cloud is incredibly powerful, it might require some upfront investment in training and onboarding. Despite this minor drawback, Cube Cloud's strengths, particularly its robust data modeling capabilities and developer-friendly APIs, make it a top contender in the embedded analytics space. Its ability to handle complex queries and pre-aggregations, coupled with its focus on data governance and security, makes it ideal for data-driven organizations looking to build high-performance applications. Think of it as the engine of a high-powered sports car - it might take a bit of skill to handle, but the results are exhilarating. In conclusion, Cube Cloud is best suited for tech-savvy companies with a strong understanding of data modeling and a need for a flexible, scalable solution for embedded analytics. It's like having a Swiss Army knife for data - it can handle a wide range of tasks with precision and efficiency. 

Show more 

 User reviews from the past year paint a mixed picture of Qrvey. While many appreciate its intuitive drag-and-drop interface, robust data visualization capabilities, and seamless integration with existing applications, some users have expressed concerns about its pricing model and occasional performance hiccups. Qrvey shines when it comes to its no-code approach, allowing users to build complex analytics dashboards without writing a single line of code. This is particularly valuable for businesses that lack dedicated data science teams, as it empowers non-technical users to generate insights independently. However, some users have noted that Qrvey's pricing, which is based on data volume, can become prohibitive for organizations dealing with large datasets. Additionally, while generally praised for its performance, some users have reported occasional slowdowns, particularly when handling complex queries or large datasets. Qrvey's strength lies in its ability to democratize data analytics, making it accessible to a wider audience within an organization. Its no-code platform and intuitive design make it ideal for businesses looking to empower non-technical users to explore data and generate insights. However, organizations dealing with massive datasets might find its pricing structure less appealing, and occasional performance issues might require some patience. 

Show more 

### Analyst Rating Summary 

Overall Scores 

Based on the research and analysis by SelectHub's team of research analysts, Qrvey has an analyst rating of 79\. Our analysts are still gathering data for Cube. 

we're gathering data

79 

Features Comparison 

**Data Management**  
Control all your data sources, ensuring everyone always sees the correct, trustworthy numbers you need to make critical business decisions. 

we're gathering data

89 

**Embeddability**  
Embed dynamic charts and reports directly into your existing software, delivering essential user insights precisely where and when they are needed. 

we're gathering data

96 

**Embedded Analytics**  
Bring powerful, interactive data analysis and reporting functions right into your application so your users can make better decisions instantly. 

we're gathering data

76 

[Show More](#) [Show More](https://pmo.selecthub.com/customize-data/?category=Embedded Analytics Tools) 

### Analyst Ratings for Functional Requirements [Customize This Data](#) [Customize This Data](https://pmo.selecthub.com/customize-data/?category=Embedded Analytics Tools) 

How Qrvey compares against the top 7 functional requirements as defined by SelectHub project data. 

Cube Qrvey 

\+ Add Product [\+ Add Product](https://pmo.selecthub.com/customize-data/?category=Embedded Analytics Tools) 

Data Management Embeddability Embedded Analytics Embedded DataVisualization Embedded Reporting Mobile Capabilities Platform Capabilities 89 96 76 91 91 52 86 0 25 50 75 100 

Implementation Level of Effort Estimation 

**Tier 1:** Fully/moderately supported out-of-the-box allowing for quick and easy deployment. [Read more](#) 

**Tier 2:** Supported with workarounds or add-ons that may require additional costs. 

**Tier 3:** Requires partner integrations or custom development that is often at an additional cost. 

**Data Management**   
Control all your data sources, ensuring everyone always sees the correct, trustworthy numbers you need to make critical business decisions. 

we're gathering data

N/A

we're gathering data

N/A

we're gathering data

N/A

86%

0%

14%

**Embeddability**   
Embed dynamic charts and reports directly into your existing software, delivering essential user insights precisely where and when they are needed. 

we're gathering data

N/A

we're gathering data

N/A

we're gathering data

N/A

100%

0%

0%

**Embedded Analytics**   
Bring powerful, interactive data analysis and reporting functions right into your application so your users can make better decisions instantly. 

we're gathering data

N/A

we're gathering data

N/A

we're gathering data

N/A

63%

0%

37%

**Embedded Data Visualization**   
Build compelling charts and graphs quickly using your application's data, allowing you to instantly spot trends and understand complex information clearly. 

we're gathering data

N/A

we're gathering data

N/A

we're gathering data

N/A

92%

0%

8%

**Embedded Reporting**   
Generate professional, custom documents using real-time application data and share essential, insightful reports with your customers or team instantly. 

we're gathering data

N/A

we're gathering data

N/A

we're gathering data

N/A

89%

0%

11%

**Mobile Capabilities**   
Access your embedded dashboards and reports on any device, ensuring you and your users have critical, real-time insights wherever you are. 

we're gathering data

N/A

we're gathering data

N/A

we're gathering data

N/A

40%

0%

60%

**Platform Capabilities**   
Build, secure, and manage your analytics environment easily, ensuring that your tools are reliable, performant, and scale as your business grows. 

we're gathering data

N/A

we're gathering data

N/A

we're gathering data

N/A

83%

0%

17%

**Customize This Data For Your Unique Needs**and compare feature capabilities head-to-head [CUSTOMIZE NOW](#) [CUSTOMIZE NOW](https://pmo.selecthub.com/customize-data/?category=Embedded Analytics Tools) 

### Analyst Ratings for Technical Requirements [Customize This Data](#) [Customize This Data](https://pmo.selecthub.com/customize-data/?category=Embedded Analytics Tools) 

Implementation Level of Effort Estimation 

**Tier 1:** Fully/moderately supported out-of-the-box allowing for quick and easy deployment. [Read more](#) 

**Tier 2:** Supported with workarounds or add-ons that may require additional costs. 

**Tier 3:** Requires partner integrations or custom development that is often at an additional cost. 

**Integrations And Extensibility**   
Connect to all your existing applications and data services easily, allowing you to use your analytics where you need them most and customize the solution. 

we're gathering data

N/A

we're gathering data

N/A

we're gathering data

N/A

62%

0%

38%

**Security**   
Protect your sensitive data and control exactly who sees what information through robust security features that integrate seamlessly with your existing application. 

we're gathering data

N/A

we're gathering data

N/A

we're gathering data

N/A

86%

0%

14%

**Requirements Summary**Of typical requirements, the level of support for Cube is still being evaluated at this time. Qrvey supports 68.2% and excels at Security, Embedded Data Visualization and Embedded Reporting. Cube has a user sentiment rating of 'excellent' based on 30 reviews, while Qrvey has an analyst rating of 79 and a user sentiment rating of 'excellent' based on 19 reviews. 

### User Sentiment Summary 

Cube has a user sentiment rating of 91 based on 30 reviews. Qrvey has a user sentiment rating of 96 based on 19 reviews. 

![Excellent User Sentiment](https://www.selecthub.com/display/images/scores/excellent.svg) 30 reviews 

![Excellent User Sentiment](https://www.selecthub.com/display/images/scores/excellent.svg) 19 reviews 

Synopsis 

Evaluating all review platforms, our market analysts have compiled the following user sentiment data. 

91% 

of users recommend this product

Cube has a 'excellent' User Satisfaction Rating of 91% when considering 30 user reviews from 2 recognized software review sites. 

96% 

of users recommend this product

Qrvey has a 'excellent' User Satisfaction Rating of 96% when considering 19 user reviews from 5 recognized software review sites. 

User Review Scores 

**G2.com, Inc** 

**4.6** (25) 

**5.0** (7) 

**Software Advice, Inc** 

n/a 

**4.75** (4) 

**Capterra Inc** 

n/a 

**4.8** (4) 

**Gartner, Inc** 

**4.4** (5) 

**4.0** (1) 

**TrustRadius** 

n/a 

**4.7** (3) 

### Awards 

SelectHub awards earned by these products based on a comprehensive analysis by our research analysts. 

Cube stands above the rest by achieving an ‘Excellent’ rating as a User Favorite. 

![User Favorite Award]()

Qrvey stands above the rest by achieving an ‘Excellent’ rating as a User Favorite. 

![User Favorite Award]()

### Product Assistance 

Training Resources 

Documentation

In Person

Live Online

Videos

Webinars

Documentation

In Person

Live Online

Videos

Webinars

Support 

Email

Phone

Chat

FAQ

Forum

Knowledge Base

24/7 Live Support

Email

Phone

Chat

FAQ

Forum

Knowledge Base

24/7 Live Support

### Product Basics 

Company Size 

i 

Small

Medium

Large

Small

Medium

Large

Platforms Supported 

Windows

Mac

Linux

Android

Chromebook

Windows

Mac

Linux

Android

Chromebook

Deployment Supported 

Cloud

On-Premise

Mobile

Cloud

On-Premise

Mobile

Customers 

and H&M

Ogilvy

University of Michigan

we're gathering data

Comparison of Top Alternatives 

[Cube Alternatives ](https://www.selecthub.com/embedded-analytics-tools/cube-dev/alternatives/) 

[Qrvey Alternatives ](https://www.selecthub.com/embedded-analytics-tools/qrvey/alternatives/) 

### Screenshots 

![Screenshots]() 

![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]() 

### Key Features 

* **Data Modeling:** Cube provides a semantic layer that allows users to define data models using JavaScript, making it easier to manage complex data transformations and calculations.
* **Pre-Aggregations:** This feature enables the creation of pre-aggregated data tables to optimize query performance, reducing the time it takes to retrieve large datasets.
* **API-First Approach:** Cube offers a robust API that allows developers to integrate analytics into any application seamlessly, supporting REST, GraphQL, and SQL interfaces.
* **Multi-Tenancy Support:** Designed to handle multiple tenants, Cube allows for isolated data environments, making it ideal for SaaS applications that serve various clients.
* **Extensive Data Source Compatibility:** Cube can connect to a wide range of data sources, including SQL databases, NoSQL databases, and cloud data warehouses like BigQuery and Snowflake.

Show More 

* **Data Connectivity:** Collect structured, semi- and unstructured data alike to ensure holistic visibility.
* **Data Transformation:**  Simplify data preparation through simple data ingestion and loading, as well as hundreds of built-in API-enabled transformations, reducing the need for cumbersome, time-consuming ETL processes. Leverages AI and ML to automatically profile, enhance and augment data through AWS.
* **Data Visualization:** Build interactive charts, reports, metrics and dashboards with point-and-click ease. Dig deeper with drill-downs, filters and additional actions. Create dashboards that offer a snapshot of different KPIs and critical data points in the form of panels. Facilitate interactions through drill-downs, filters, scaling, tooltips, zooming and touch events.
* **Sharing:** Share and disseminate relevant information using the Report Builder. Create multi-page and multi-tab reports with built-in data security and interactivity.
* **Analytics Builder**: Create stand-alone or embeddable analytics applications.

Show More 

### Top Alternatives in Embedded Analytics Tools 

[  Bold BI ](https://www.selecthub.com/p/embedded-analytics-tools/bold-bi/) [  Domo Everywhere ](https://www.selecthub.com/p/embedded-analytics-tools/domo-everywhere/) [  Dundas BI ](https://www.selecthub.com/p/business-intelligence-tools/dundas-bi/) [  GoodData ](https://www.selecthub.com/p/business-intelligence-tools/gooddata/) [  Infor Birst ](https://www.selecthub.com/p/business-intelligence-tools/birst/) [  Jaspersoft ](https://www.selecthub.com/p/embedded-analytics-tools/jaspersoft/) [  Logi Symphony ](https://www.selecthub.com/p/embedded-analytics-tools/logi-symphony/) [  Looker ](https://www.selecthub.com/p/business-intelligence-tools/looker/) [  Power BI ](https://www.selecthub.com/p/business-intelligence-tools/power-bi/) [  Qlik Sense ](https://www.selecthub.com/p/business-intelligence-tools/qlik-sense/) [  Qrvey ](https://www.selecthub.com/p/embedded-analytics-tools/qrvey/) [  Reveal BI ](https://www.selecthub.com/p/business-intelligence-tools/reveal-bi/) [  Strategy One ](https://www.selecthub.com/p/business-intelligence-tools/strategy-one/) [  Tableau ](https://www.selecthub.com/p/business-intelligence-tools/tableau/) [  Yellowfin BI ](https://www.selecthub.com/p/business-intelligence-tools/yellowfin-bi/) 

### Head-to-Head Comparison 

![Cube Software Tool]() 

![Domo Everywhere Software Tool]() 

[Cube VS Domo Everywhere](https://www.selecthub.com/embedded-analytics-tools/cube-dev-vs-domo-everywhere/) 

![Cube Software Tool]() 

![Jaspersoft Software Tool]() 

[Cube VS Jaspersoft](https://www.selecthub.com/embedded-analytics-tools/jaspersoft-vs-cube-dev/) 

![Cube Software Tool]() 

![Logi Analytics Software Tool]() 

[Cube VS Logi Analytics](https://www.selecthub.com/embedded-analytics-tools/logi-analytics-vs-cube-dev/) 

![Cube Software Tool]() 

![Logi Symphony Software Tool]() 

[Cube VS Logi Symphony](https://www.selecthub.com/embedded-analytics-tools/logi-symphony-vs-cube-dev/) 

![Cube Software Tool]() 

![Plotly Dash Software Tool]() 

[Cube VS Plotly Dash](https://www.selecthub.com/embedded-analytics-tools/plotly-dash-vs-cube-dev/) 

![Cube Software Tool]() 

![Power BI Embedded Software Tool]() 

[Cube VS Power BI Embedded](https://www.selecthub.com/embedded-analytics-tools/power-bi-embedded-vs-cube-dev/) 

**About SelectHub (and our data)** 

We’re the employee-owned Austin-based startup democratizing software data so you can make your decisions in an influence-free zone. Our market data is crowdsourced from our user-base of 100,000+ companies.

WE DISTILL IT INTO REAL REQUIREMENTS, COMPARISON REPORTS, PRICE GUIDES and more...

![SelectHub Products Reporting and Analytics]() 

[Build Your Requirements](https://pmo.selecthub.com/eat-software-requirements-onsite/)

![SelectHub Products Cost and Pricing Guide]() 

[Get Your Free Comparison Report](https://pmo.selecthub.com/request-custom-scorecard/?category=Embedded%20Analytics%20Tools)

**Tier 1:**  
Fully/moderately supported out-of-the-box allowing for quick and easy deployment.  
Fully or moderately supported out-of-the-box with industry-leading capabilities and is immediately available after installation without needing any add-ons, integrations, or custom development. 

**Tier 2:**  
Supported with workarounds or add-ons that may require additional costs.  
Not directly available in the software, but can be accomplished using other built-in features, workarounds, or add-ons/products from the vendor with or without any additional cost. 

**Tier 3:**  
Requires partner integrations or custom development that is often at an additional cost.  
Requires additional integrations, plugins, marketplace applications from a third-party vendor, or custom development using the APIs, libraries, extensions, and development framework supported by the software, with or without any additional cost. 

[Close](#)

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