[Home](https://www.selecthub.com/) \> [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) \> [Business Intelligence Tools](https://www.selecthub.com/c/business-intelligence-tools/) \> [Pyramid Analytics](https://www.selecthub.com/p/business-intelligence-tools/pyramid-analytics/) \> Pyramid Analytics Alternatives # Top Pyramid Analytics Alternatives & Competitors For 2026 Last Updated: May 13th, 2026 Looking for alternatives to [Pyramid Analytics](https://www.selecthub.com/p/business-intelligence-tools/pyramid-analytics/)? Many users crave user-friendly and feature-rich solutions for tasks like Data Management, Data Pre-processing, and Data Transformation. Leveraging crowdsourced data from over 1,000 real [Business Intelligence Tools](https://www.selecthub.com/c/business-intelligence-tools/) selection projects based on 400+ capabilities, we present a comparison of Pyramid Analytics to leading industry alternatives like Cognos Analytics, Qlik Sense, Tableau Cloud, and Mathematica. Remove Add to Compare Select Product BusinessObjects Clear Analytics Cognos Analytics Domo Dundas BI eazyBI GoodData Grow Halo BI Infor Birst InfoZoom KNIME Knowi Logi Symphony Looker Looker Studio Mathematica Metabase Mode Oracle Analytics Cloud Oracle Business Intelligence Panintelligence Phocas Power BI Pyramid Analytics Qlik Sense QuickSight Reveal BI SAP Analytics Cloud SAP Business Data Cloud SAS Visual Analytics Sigma Computing Sisense Slemma Spotfire Strategy One Style Intelligence Tableau Tableau Cloud TARGIT Yellowfin BI Zoho Analytics Zoomdata [![Pyramid Analytics Software Tool](https://cdn.selecthub.com/products/56a3107cad6611c8337ee36d178ca129-eff9e6dfe6a7e5c1fb53847d5144989a/resources/normal/logo.png?1693317751)](https://www.selecthub.com/p/business-intelligence-tools/pyramid-analytics/) Remove Add to Compare Select Product BusinessObjects Clear Analytics Cognos Analytics Domo Dundas BI eazyBI GoodData Grow Halo BI Infor Birst InfoZoom KNIME Knowi Logi Symphony Looker Looker Studio Mathematica Metabase Mode Oracle Analytics Cloud Oracle Business Intelligence Panintelligence Phocas Power BI Pyramid Analytics Qlik Sense QuickSight Reveal BI SAP Analytics Cloud SAP Business Data Cloud SAS Visual Analytics Sigma Computing Sisense Slemma Spotfire Strategy One Style Intelligence Tableau Tableau Cloud TARGIT Yellowfin BI Zoho Analytics Zoomdata [![Cognos Analytics Software Tool](https://cdn.selecthub.com/products/496e05e1aea0a9c4655800e8a7b9ea28-f6f8b6d28288fb058a535ddc4e24bb20/resources/normal/logo.png?1733826023)](https://www.selecthub.com/p/business-intelligence-tools/cognos-analytics/) Remove Add to Compare Select Product BusinessObjects Clear Analytics Cognos Analytics Domo Dundas BI eazyBI GoodData Grow Halo BI Infor Birst InfoZoom KNIME Knowi Logi Symphony Looker Looker Studio Mathematica Metabase Mode Oracle Analytics Cloud Oracle Business Intelligence Panintelligence Phocas Power BI Pyramid Analytics Qlik Sense QuickSight Reveal BI SAP Analytics Cloud SAP Business Data Cloud SAS Visual Analytics Sigma Computing Sisense Slemma Spotfire Strategy One Style Intelligence Tableau Tableau Cloud TARGIT Yellowfin BI Zoho Analytics Zoomdata [![Qlik Sense Software Tool](https://cdn.selecthub.com/products/cd0b43eac0392accf3624b7372dec36e-dafb46ccbc34410f1e66d4389201cef5/resources/original/logo.svg?1743089188)](https://www.selecthub.com/p/business-intelligence-tools/qlik-sense/) Remove Add to Compare Select Product BusinessObjects Clear Analytics Cognos Analytics Domo Dundas BI eazyBI GoodData Grow Halo BI Infor Birst InfoZoom KNIME Knowi Logi Symphony Looker Looker Studio Mathematica Metabase Mode Oracle Analytics Cloud Oracle Business Intelligence Panintelligence Phocas Power BI Pyramid Analytics Qlik Sense QuickSight Reveal BI SAP Analytics Cloud SAP Business Data Cloud SAS Visual Analytics Sigma Computing Sisense Slemma Spotfire Strategy One Style Intelligence Tableau Tableau Cloud TARGIT Yellowfin BI Zoho Analytics Zoomdata [![Tableau Cloud Software Tool](https://cdn.selecthub.com/products/5a2a330b175fe588c2551b78d18d3207-1c1190a9bdd8d8ee5c3ff154a0e32110/resources/normal/logo.png?1693317999)](https://www.selecthub.com/p/business-intelligence-tools/tableau-cloud/) Remove Add to Compare Select Product BusinessObjects Clear Analytics Cognos Analytics Domo Dundas BI eazyBI GoodData Grow Halo BI Infor Birst InfoZoom KNIME Knowi Logi Symphony Looker Looker Studio Mathematica Metabase Mode Oracle Analytics Cloud Oracle Business Intelligence Panintelligence Phocas Power BI Pyramid Analytics Qlik Sense QuickSight Reveal BI SAP Analytics Cloud SAP Business Data Cloud SAS Visual Analytics Sigma Computing Sisense Slemma Spotfire Strategy One Style Intelligence Tableau Tableau Cloud TARGIT Yellowfin BI Zoho Analytics Zoomdata [![Mathematica Software Tool](https://cdn.selecthub.com/products/5523d651bfb642be33057a3b78d02c9e-df1940ab6fcc37160c76c4f3072ccd00/resources/normal/logo.png?1693318176)](https://www.selecthub.com/p/business-intelligence-tools/mathematica/) [ ![Product Awards](https://www.selecthub.com/display/images/awards_badge.svg) ](#awards-section) [Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=Business+Intelligence+Tools&product%5Fname=Pyramid%2BAnalytics&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F56a3107cad6611c8337ee36d178ca129-eff9e6dfe6a7e5c1fb53847d5144989a%2Fresources%2Fnormal%2Flogo.png%3F1693317751) [Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=Business+Intelligence+Tools&product%5Fname=Cognos%2BAnalytics&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F496e05e1aea0a9c4655800e8a7b9ea28-f6f8b6d28288fb058a535ddc4e24bb20%2Fresources%2Fnormal%2Flogo.png%3F1733826023) [Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=Business+Intelligence+Tools&product%5Fname=Qlik%2BSense&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2Fcd0b43eac0392accf3624b7372dec36e-dafb46ccbc34410f1e66d4389201cef5%2Fresources%2Foriginal%2Flogo.svg%3F1743089188) [Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=Business+Intelligence+Tools&product%5Fname=Tableau%2BCloud&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F5a2a330b175fe588c2551b78d18d3207-1c1190a9bdd8d8ee5c3ff154a0e32110%2Fresources%2Fnormal%2Flogo.png%3F1693317999) [Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=Business+Intelligence+Tools&product%5Fname=Mathematica&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F5523d651bfb642be33057a3b78d02c9e-df1940ab6fcc37160c76c4f3072ccd00%2Fresources%2Fnormal%2Flogo.png%3F1693318176) ### Product Insights Overall Rating Comparison [ Analyst Rating we're gathering data ](#analyst-rating-section) [ User Sentiment ![Great User Sentiment](https://www.selecthub.com/display/images/scores/great.svg) (144 Reviews) ](#user-sentiment-section) [ Analyst Rating 82 Detailed Analysis ](#analyst-rating-section) [ User Sentiment ![Great User Sentiment](https://www.selecthub.com/display/images/scores/great.svg) (1616 Reviews) ](#user-sentiment-section) [ Analyst Rating 87 Detailed Analysis ](#analyst-rating-section) [ User Sentiment ![Great User Sentiment](https://www.selecthub.com/display/images/scores/great.svg) (3456 Reviews) ](#user-sentiment-section) [ Analyst Rating we're gathering data ](#analyst-rating-section) [ User Sentiment ![Great User Sentiment](https://www.selecthub.com/display/images/scores/great.svg) (5306 Reviews) ](#user-sentiment-section) [ Analyst Rating we're gathering data ](#analyst-rating-section) [ User Sentiment ![Excellent User Sentiment](https://www.selecthub.com/display/images/scores/excellent.svg) (305 Reviews) ](#user-sentiment-section) Price Starts From $10 Monthly, Quote-Based, Freemium [ 30 Day Free Trial is available →](https://pmo.selecthub.com/free-trial/?product%5Fname=Pyramid Analytics&category=Business Intelligence Tools&product%5Flogo=https://d3uimxdj41cg3o.cloudfront.net/products/56a3107cad6611c8337ee36d178ca129-eff9e6dfe6a7e5c1fb53847d5144989a/resources/normal/logo.png?1693317751) $7.88/User [ Free Trial is available →](https://pmo.selecthub.com/free-trial/?product%5Fname=Cognos Analytics&category=Business Intelligence Tools&product%5Flogo=https://d3uimxdj41cg3o.cloudfront.net/products/496e05e1aea0a9c4655800e8a7b9ea28-f6f8b6d28288fb058a535ddc4e24bb20/resources/normal/logo.png?1733826023) $31/User, Monthly [ 30 Day Free Trial is available →](https://pmo.selecthub.com/free-trial/?product%5Fname=Qlik Sense&category=Business Intelligence Tools&product%5Flogo=https://d3uimxdj41cg3o.cloudfront.net/products/cd0b43eac0392accf3624b7372dec36e-dafb46ccbc34410f1e66d4389201cef5/resources/original/logo.svg?1743089188) $15/User, Monthly [ 14 Day Free Trial is available →](https://pmo.selecthub.com/free-trial/?product%5Fname=Tableau Cloud&category=Business Intelligence Tools&product%5Flogo=https://d3uimxdj41cg3o.cloudfront.net/products/5a2a330b175fe588c2551b78d18d3207-1c1190a9bdd8d8ee5c3ff154a0e32110/resources/normal/logo.png?1693317999) $1,800 Annually [ 15 Day Free Trial is available →](https://pmo.selecthub.com/free-trial/?product%5Fname=Mathematica&category=Business Intelligence Tools&product%5Flogo=https://d3uimxdj41cg3o.cloudfront.net/products/5523d651bfb642be33057a3b78d02c9e-df1940ab6fcc37160c76c4f3072ccd00/resources/normal/logo.png?1693318176) Product Ranking ## #25 among all Business Intelligence Tools ## #12 among all Business Intelligence Tools ## #15 among all Business Intelligence Tools ## #11 among all Business Intelligence Tools ## #4 among all Business Intelligence Tools [Find out who the leaders are](https://pmo.selecthub.com/bi-report-pd-vers?post%5Ftype=alt%5Farticle&name=business-intelligence-tools%5F%5Fpyramid-analytics&category%5Fslug=business-intelligence-tools&product%5Fslug=pyramid-analytics&product%5Fname=Mathematica&category=Business+Intelligence+Tools&origin%5Furl=https%3A%2F%2Fwww.selecthub.com%2Fbusiness-intelligence-tools%2Fpyramid-analytics%2Falternatives%2F) Pros * **Support:** All users who mentioned support say that support teams were quick to reply and help out. * **Performance:** The platform can quickly make insights available to businesses, as reported by all reviewers who specified performance. * **Ease of use:** The system is easy to implement, deploy and integrate, according to about 83% of users who talked about ease of use. * **Connectivity:** About 75% of users who spoke about connectivity mentioned the solution’s ability to integrate and work with data from multiple sources. * **Data Analysis and Visualization:** A majority of users who cited data visualization praised its graphics, customization options and self-service features. * **Ease of Use:** Most of the users mentioning its interface said they were satisfied with the platform’s intuitive interface. * **Reporting:** Cognos earned praise from most reviewers for its customization, report export and version control. * **Functionality:** A majority of users discussing the platform’s features expressed satisfaction with data analytics, reporting and visual storytelling being available in one application. * **Integrations:** Approximately 86% of users reviewing data sources were satisfied with its wide connectivity. * **Ease of Use:** About 84% of users who cited usability praised the platform for self-service BI. * **Functionality:** Around 80% of the reviews that mentioned features praised it for ETL and data visualization. * **Data Visualization:** About 66% of the users discussing dashboards were satisfied with its interactive displays that allowed them to dig deep. * **User-Friendly:** The platform is intuitive and user-friendly, according to 85% of users who mentioned its ease of use. * **Sharing and Collaboration:** About 80% of users who mentioned sharing said that the platform enables enhanced collaboration and work distribution through its sharing capabilities. * **Data Connectivity:** Of the users who mentioned its data integrations, approximately 80% expressed satisfaction with its ability to connect to a variety of data sources and consolidate data in one place. * **Data Visualization:** It holds a high satisfaction rating with users reviewing it for data visualization, with over 90% of users praising its interaction dashboards and drag-and-drop capabilities. * **Symbolic Computation:** Mathematica excels at handling and manipulating symbolic expressions, making it ideal for tasks that involve algebra, calculus, and other forms of mathematical analysis. This can be particularly useful for financial modeling, risk analysis, and other business intelligence applications that require complex calculations. * **Visualization Capabilities:** Mathematica offers a wide range of visualization tools that can be used to create high-quality charts, graphs, and other visual representations of data. These visualizations can be interactive, allowing users to explore data from different perspectives and gain deeper insights. This is essential for effectively communicating complex data to stakeholders in a business setting. * **Automation and Scripting:** Mathematica allows users to automate tasks and create scripts, which can save time and improve efficiency. This can be particularly useful for repetitive tasks, such as data cleaning and analysis. Automating these tasks can free up time for business intelligence professionals to focus on more strategic initiatives. * **Machine Learning and AI:** Mathematica includes a wide range of machine learning and artificial intelligence (AI) tools that can be used for tasks such as predictive modeling, classification, and anomaly detection. These capabilities are becoming increasingly important for business intelligence, as they can help organizations to identify trends, make better decisions, and gain a competitive advantage. Cons * **Steep Learning Curve:** Pyramid Analytics has a huge learning curve, according to approximately 58% of users who referred to the learning curve. * **Data Visualization:** 60% of users who mentioned visualization say that dashboards were aesthetically unpleasant. * **Functionality:** Of users who talked about functionality, around 69% say that the system has stability issues. * **Cost:** All users mentioning cost felt its licensing model was expensive when compared to other BI solutions. * **Training:** Most users discussing onboarding said the learning curve was steep. * **Performance:** Most users said they were dissatisfied with the platform’s speed when handling complex, large datasets. * **Cost:** About 87% of users who mentioned pricing found the tool expensive. * **Performance:** Around 86% of users citing speed said it lagged when processing large and complex datasets. * **Training:** Approximately 69% of users who discussed adoption said there was a significant learning curve. * **Customization:** Around 65% of users who mentioned the freedom to design dashboards said the tool offered limited options. * **Speed:** This solution struggles with performance issues, with over 76% of users that mentioned system speed reporting problems with it lagging or loading slowly. * **Data Refreshes:** Around 92% of the users who reviewed this feature cited its slow manual data refreshes as a pain point for them. * **Price:** Over 85% of users who reviewed its pricing said that licensing is both too expensive and restrictive, with purchases requiring a large number of licenses. * **Learning Curve:** Though relatively easy to pick up, the platform requires somewhat extensive training to make the most of its capabilities, as noted by about 83% of users reviewing its learning curve. * **Price:** Mathematica comes with a hefty price tag, especially for commercial use, which can be a significant barrier for individuals or small businesses. * **Learning Curve:** The software has a steep learning curve due to its vast functionality and unique syntax, requiring a significant time investment to master. * **Closed Ecosystem:** Mathematica operates within a closed ecosystem, making it challenging to integrate with other data analysis tools or programming languages commonly used in business intelligence. * **Limited Collaboration:** Collaboration features are not as robust as those found in other business intelligence platforms, hindering teamwork and knowledge sharing. ### Our Review Pyramid Analytics is a flexible, scalable BI platform with machine learning capabilities. It lets users mash up data from multiple sources, model data within the application and run reports in mere minutes, as opposed to manual processes that would take hours.Its numerous features have the ability to carry out complex data analysis. Users found customer support to be helpful when demonstrating the tool’s full potential. Users also liked the ability to incorporate AI into their dashboards. However, Some users found navigating through dashboards to be difficult. Users also complained that dashboard features could be more effective. New features were sometimes unstable, introducing bugs to existing functionality. Conclusively, it is a cost-effective, intuitive solution with excellent support that can quickly deliver insights to all levels of a businesses. Show more With Cognos Analytics and its self-service functionalities, IBM is trying to move away from the too-technical tag of its predecessor, Cognos BI. Did it succeed? I would say yes.In terms of user experience, I would give it full marks, as it took me only three days to learn the basics with the help of vendor documentation, which is up-to-date and easy to follow. Creating and accessing content is straightforward once you get the hang of what’s where.Sample data and templates were lifesavers and neatly organized in a content folder. I also liked it for data management – it validates incoming data automatically. Our analysts agree, giving it a 96 score. It also ranked excellently with users for efficient metadata management and extensive data modeling.The platform has a rich reporting repertoire with report burst capabilities, pivots and Cognos Event Studio for triggering reports.Cognos helped Nukissiorfiit, a Greenlandic utility company, enhance its efficiency and create accurate budgets and forecasts. They saved thousands of hours annually by reducing the people needed for budgeting from 70 to nine.By using AI and machine learning in Cognos, Nukissiorfiit improved financial planning and decision-making by generating more precise forecasts.On the flip side, users were divided over deployment and integrations with some saying they’re difficult to set up. I found the platform to be a bit slow, but I would still encourage you to try it out before forming an opinion about its performance.I also didn’t find the natural language insights very useful, even with the sample data. IBM needs to step up its NLP game to compete with market leaders like MicroStrategy, Qlik, Tableau and Power BI. I expected better, considering that the legendary Watson technology is at work here.As for the cost, all users who mentioned pricing felt it was expensive when compared to other BI tools that offer similar or better features at lower price points.In summary, Cognos Analytics is a BI solution to watch out for in the analytics and visualization space, though it’s got a lot of catching up to do before it can pose stiff competition to the market leaders. Show more Qlik Sense focuses on independent data analysis for enterprises with advanced tools that include AI, natural language processing and automation. The platform’s shining feature is an associative engine that successfully links related data sets to uncover meaningful insights.Intuit, the technology leader, relies on Qlik Sense to drive a company-wide portal that eliminates reporting inconsistency due to data silos. As a result, over a third of their workforce actively uses the portal for real-time analytics, with a 10X adoption increase within two years.Its Intelligent dataset-linking functionality gets my vote as the most significant differentiator since it makes data modeling seamless and saves time. It was the highlight of my product trial as I could view and establish dataset associations between multiple tables at the onset, and it was a welcome change from creating data models from scratch. On that note, the master list of fields was a lifesaver, allowing me to study data from any of the uploaded tables as a dashboard or standalone visualization by combining it with data from other tables. When stuck, I could rely on the Insight Advisor for explanations and deeper questions.In comparison, manually linking tables in Tableau and Power BI felt like a huge task when I took them for a test drive.Qlik has ready-to-go modules for analytics, automation and printing, which Qlik Sense uses extensively, so keeping it lean is a smart vendor move. Factor in the cost of these additional modules when budgeting.Qlik Sense SaaS is multi-cloud, so unless the admin assigns separate workspaces, your users won’t be able to create personal dashboards — everything is shared otherwise. Some users said the platform slowed when processing large workloads, which is a common issue with many other platforms. Assess your need for speed before committing to a purchase.If upgrading from QlikView, you’ll need to create new objects initially, as both platforms have different architectures. However, the vendor assists in seamless migration with the Qlik Analytics Modernization program.Overall, Qlik Sense is an efficient platform that offers many analysis capabilities worth considering. We recommend checking it out if you’re looking for an alternative to Power BI, entrenched in Microsoft technology, or Tableau, with its emphasis on visualization. Show more Tableau Cloud is a strong BI offering that serves as one of several options from Tableau, well known for its powerful data visualization tools. Many users would agree with this sentiment, citing its drag-and-drop capabilities, customization options and wide range of visualization options. Its intuitive UI invites users of all skill levels to analyze and work with data, though additional training is necessary to make use of the platform, with dashboard customization being one example where many users said they needed IT support. It establishes a private workspace on the web for users to analyze and work with data, with most users agreeing that it empowers cross-departmental collaboration, allowing for smoother communication between analysts and end-users. Accessible from both web browsers and mobile devices, it moves data analysis away from the desktop and enables users to bring their data wherever they go - a feature highly praised in recent reviews. Data source connectivity also rated highly with users who found it easy to connect to major data sources, though some noted that connections to unsupported sources were tricky. The most significant issue for most Tableau Cloud users is data refreshes - users said that they needed to publish new data to their site manually in order to refresh the information, a process that was both time consuming and damaging to data accuracy. For these reasons, Tableau Cloud struggles with real-time data and is better suited for historical data analysis, according to several reviews. In addition, the platform experiences performance issues, loading slowly when users filter or refresh data in particular. Others express concern that its licensing model is too restrictive and cost-prohibitive, requiring a minimum of 100 licenses for certain roles; several reviewers said that the ROI is simply not there for smaller to mid-sized businesses. Overall, Tableau Cloud offers many features that can help companies spread data literacy throughout their organization with relative ease of use, but may not be a good fit for all user needs. Show more Let's crunch some numbers and see what users have to say about Mathematica! Mathematica has garnered a reputation as a powerful computational tool, particularly in academic and research settings. Users frequently praise its symbolic computation capabilities, allowing them to manipulate and solve complex mathematical expressions and equations with ease. This strength sets Mathematica apart from competitors like MATLAB, which primarily focuses on numerical computation. Mathematica's notebook interface also receives positive feedback for its ability to combine code, visualizations, and text in a single document, facilitating reproducible research and clear communication of findings. However, Mathematica's steep learning curve and high price point are often cited as drawbacks. Users transitioning from other programming languages may find Mathematica's syntax and functional programming paradigm challenging to grasp initially. Additionally, the cost of a Mathematica license can be prohibitive for individual users or small businesses. Overall, Mathematica is best suited for researchers, scientists, and engineers who require a comprehensive tool for symbolic and numerical computation, data analysis, and visualization. Its extensive functionality and ability to handle complex mathematical problems make it an invaluable asset in these fields. However, individuals or organizations with limited budgets or those seeking a more user-friendly option may want to explore alternative software solutions. Keep in mind that software is constantly evolving, so it's always a good idea to check for the latest updates and user reviews to make an informed decision. Show more ### Analyst Rating Summary Overall Scores Based on the research and analysis by SelectHub's team of research analysts, Pyramid Analytics does not yet have an analyst rating. By comparison to Pyramid Analytics alternatives, Cognos Analytics has an analyst rating of 82, Qlik Sense has an analyst rating of 87, Tableau Cloud does not yet have an analyst rating, and Mathematica does not yet have an analyst rating. we're gathering data 82 87 we're gathering data we're gathering data Features Comparison **Advanced Analytics** Uncover hidden relationships within your data to predict future trends and confidently see the clear path forward for smart growth and business strategy. we're gathering data 87 94 we're gathering data we're gathering data **Augmented Analytics** Automatically find the answers hidden in your data and explain complex trends clearly so you can understand key drivers without needing a data scientist. we're gathering data 59 80 we're gathering data we're gathering data **Data Management** Clean and combine information from all your different sources into one consistent, reliable view so you can always trust your analysis and reports. we're gathering data 96 100 we're gathering data we're gathering data [Show More](#) [Show More](https://pmo.selecthub.com/customize-data/?category=Business Intelligence Tools) Strengths The best features of Pyramid Analytics, Cognos Analytics, Qlik Sense, Tableau Cloud and Mathematica as judged by user reviews and analyst validation. we're gathering data Availability and Scalability Data Visualization Platform Compliance Platform Security Reporting Availability and Scalability Data Management Data Transformation Data Visualization Platform Security we're gathering data we're gathering data ### Analyst Ratings for Functional Requirements [Customize This Data](#) [Customize This Data](https://pmo.selecthub.com/customize-data/?category=Business Intelligence Tools) How all solutions compare against the top 11 functional requirements as defined by SelectHub project data. Pyramid Analytics Cognos Analytics Qlik Sense Tableau Cloud Mathematica \+ Add Product [\+ Add Product](https://pmo.selecthub.com/customize-data/?category=Business Intelligence Tools) Advanced Analytics Augmented Analytics Data Management Data Pre-processing Data Transformation Data Visualization Embedded AnalyticsCapabilities GeospatialVisualizations AndAnalysis Mobile Capabilities Platform Capabilities Reporting 87 59 96 85 90 100 84 58 77 91 100 94 80 100 90 100 100 96 80 79 96 88 0 25 50 75 100 Implementation Level of Effort Estimation **Supported:** Fully / moderately supported out-of-the-box allowing for quick and easy deployment. **Not Supported:** Requires workarounds, add-ons, partner integrations or custom development with or without additional costs. [Read more](#) **Advanced Analytics** Uncover hidden relationships within your data to predict future trends and confidently see the clear path forward for smart growth and business strategy. unsupported 69% 31% 85% 15% unsupported unsupported **Augmented Analytics** Automatically find the answers hidden in your data and explain complex trends clearly so you can understand key drivers without needing a data scientist. unsupported 62% 38% 77% 23% unsupported unsupported **Data Management** Clean and combine information from all your different sources into one consistent, reliable view so you can always trust your analysis and reports. unsupported 100% 100% unsupported unsupported **Data Pre-processing** Clean up inconsistent data and fill in missing values across your various systems so every report you generate is completely accurate and reliable. unsupported 63% 37% 75% 25% unsupported unsupported **Data Transformation** Restructure your data and perform essential calculations like summing totals to ensure the information is always presented clearly and correctly for every business report. unsupported 90% 10% 100% unsupported unsupported **Data Visualization** Turn complex numbers into easy-to-understand pictures and dynamic dashboards so you can instantly spot trends and make rapid, informed decisions. unsupported 100% 100% unsupported unsupported **Embedded Analytics Capabilities** Bring charts and metrics directly into your daily work apps, allowing everyone to see relevant data and make decisions without ever leaving their workflow. unsupported 86% 14% 86% 14% unsupported unsupported **Geospatial Visualizations and Analysis** Plot your performance metrics directly onto an interactive map to easily uncover regional trends and focus your efforts on the highest opportunity areas. unsupported 50% 50% 50% 50% unsupported unsupported **Mobile Capabilities** Access real-time reports and visualize data charts on your mobile device, allowing you to monitor performance and take immediate action wherever you are. unsupported 71% 29% 71% 29% unsupported unsupported **Platform Capabilities** Rely on a robust and secure foundation that seamlessly integrates with all your data sources and easily manages access for every single user. unsupported 78% 22% 89% 11% unsupported unsupported **Reporting** Generate detailed, structured summaries of your key business performance metrics so you always have clear, trustworthy answers to your core questions instantly. unsupported 100% 88% 12% unsupported unsupported ### Analyst Ratings for Technical Requirements [Customize This Data](#) [Customize This Data](https://pmo.selecthub.com/customize-data/?category=Business Intelligence Tools) Implementation Level of Effort Estimation **Supported:** Fully / moderately supported out-of-the-box allowing for quick and easy deployment. **Not Supported:** Requires workarounds, add-ons, partner integrations or custom development with or without additional costs. [Read more](#) **Availability and Scalability** Ensure your entire team can always access data quickly and expand the system’s power as your business grows without facing slowdowns or outages. unsupported 100% 100% unsupported unsupported **Integrations and Extensibility** Pull information from every data source you own and tailor the visual tools to your exact needs, ensuring the platform always analyzes data the way you require. unsupported 72% 28% 88% 12% unsupported unsupported **Platform Compliance** Ensure all sensitive company data handling and access strictly follow legal requirements, simplifying audits and protecting you from costly regulatory fines. unsupported 100% 86% 14% unsupported unsupported **Platform Security** Secure your most sensitive data and reports by strictly controlling who sees what information, giving you peace of mind that your data is safe. unsupported 100% 100% unsupported unsupported **Analyst Message:** In effort to simplify your complex software decisions, this information is based on all industries and company sizes. We advise you to drill further into our data to discover how this information looks for your unique needs. [CUSTOMIZE THIS DATA ](#) [CUSTOMIZE NOW](https://pmo.selecthub.com/customize-data/?category=Business Intelligence Tools) ### User Sentiment Summary Pyramid Analytics has a user sentiment rating of 89 based on 144 reviews. Cognos Analytics has a user sentiment rating of 81 based on 1616 reviews. Qlik Sense has a user sentiment rating of 85 based on 3456 reviews. Tableau Cloud has a user sentiment rating of 87 based on 5306 reviews. Mathematica has a user sentiment rating of 92 based on 305 reviews. ![Great User Sentiment](https://www.selecthub.com/display/images/scores/great.svg) 144 reviews ![Great User Sentiment](https://www.selecthub.com/display/images/scores/great.svg) 1616 reviews ![Great User Sentiment](https://www.selecthub.com/display/images/scores/great.svg) 3456 reviews ![Great User Sentiment](https://www.selecthub.com/display/images/scores/great.svg) 5306 reviews ![Excellent User Sentiment](https://www.selecthub.com/display/images/scores/excellent.svg) 305 reviews Synopsis Evaluating all review platforms, our market analysts have compiled the following user sentiment data. 89% of users recommend this product Pyramid Analytics has a 'great' User Satisfaction Rating of 89% when considering 144 user reviews from 3 recognized software review sites. 81% of users recommend this product Cognos Analytics has a 'great' User Satisfaction Rating of 81% when considering 1616 user reviews from 5 recognized software review sites. 85% of users recommend this product Qlik Sense has a 'great' User Satisfaction Rating of 85% when considering 3456 user reviews from 5 recognized software review sites. 87% of users recommend this product Tableau Cloud has a 'great' User Satisfaction Rating of 87% when considering 5306 user reviews from 4 recognized software review sites. 92% of users recommend this product Mathematica has a 'excellent' User Satisfaction Rating of 92% when considering 305 user reviews from 2 recognized software review sites. User Review Scores **FinancesOnline** n/a **4.2** (28) **4.8** (18) n/a n/a **G2.com, Inc** **3.9** (9) **4.0** (399) **4.4** (916) **4.4** (962) n/a **Software Advice, Inc** n/a n/a n/a n/a **4.59** (152) **Capterra Inc** **4.1** (7) **4.2** (140) **4.5** (263) **4.5** (1539) **4.6** (153) **Gartner, Inc** **4.5** (128) **4.3** (465) **4.5** (1260) **4.3** (2474) n/a **TrustRadius** n/a **3.8** (584) **3.8** (999) **4.1** (331) n/a ### Awards SelectHub awards earned by these products based on a comprehensive analysis by our research analysts. No awards. No awards. No awards. No awards. ![User Favorite Award]() ### Product Assistance Training Resources Documentation In Person Live Online Videos Webinars Documentation In Person Live Online Videos Webinars Documentation In Person Live Online Videos Webinars 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 Email Phone Chat FAQ Forum Knowledge Base 24/7 Live 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 Small Medium Large Small Medium Large Small Medium Large Platforms Supported Windows Mac Linux Android Chromebook Windows Mac Linux Android Chromebook Windows Mac Linux Android Chromebook Windows Mac Linux Android Chromebook Windows Mac Linux Android Chromebook Deployment Supported Cloud On-Premise Mobile Cloud On-Premise Mobile Cloud On-Premise Mobile Cloud On-Premise Mobile Cloud On-Premise Mobile ### Top Alternatives in Business Intelligence Tools [ Cognos Analytics ](https://www.selecthub.com/p/business-intelligence-tools/cognos-analytics/) [ Domo ](https://www.selecthub.com/p/business-intelligence-tools/domo/) [ GoodData ](https://www.selecthub.com/p/business-intelligence-tools/gooddata/) [ Grow ](https://www.selecthub.com/p/data-visualization-tools/grow-dashboard/) [ Logi Symphony ](https://www.selecthub.com/p/embedded-analytics-tools/logi-symphony/) [ Looker Studio ](https://www.selecthub.com/p/data-visualization-tools/looker-studio/) [ Oracle Analytics Cloud ](https://www.selecthub.com/p/data-analytics-software/oracle-analytics-cloud/) [ Power BI ](https://www.selecthub.com/p/business-intelligence-tools/power-bi/) [ Qlik Sense ](https://www.selecthub.com/p/business-intelligence-tools/qlik-sense/) [ QuickSight ](https://www.selecthub.com/p/business-intelligence-tools/quicksight/) [ SAP Analytics Cloud ](https://www.selecthub.com/p/business-intelligence-tools/sap-analytics-cloud/) [ SAS Visual Analytics ](https://www.selecthub.com/p/data-visualization-tools/sas-visual-analytics/) [ Sisense ](https://www.selecthub.com/p/data-analytics-software/sisense/) [ Spotfire ](https://www.selecthub.com/p/data-visualization-tools/spotfire/) [ Strategy One ](https://www.selecthub.com/p/business-intelligence-tools/strategy-one/) ### Related Categories These products can also be found with other leading products in these categories: [ Business Analytics Tools ](https://www.selecthub.com/c/business-analytics-tools/) [ Enterprise Reporting Software ](https://www.selecthub.com/c/enterprise-reporting-system/) Show more [ Business Analytics Tools ](https://www.selecthub.com/c/business-analytics-tools/) [ Dashboard Software ](https://www.selecthub.com/c/dashboard-software/) [ Enterprise Reporting Software 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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/bi-requirements-template-site-vers/) ![SelectHub Products Cost and Pricing Guide]() [ Get Your Free Comparison Report](https://pmo.selecthub.com/bi-report-pd-vers?category%5Fslug=business-intelligence-tools&product%5Fslug=&slug=business-intelligence-tools&category=Business+Intelligence+Tools&scorecard) **Supported:** 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. **Not Supported:** Not directly available in the software, but can be accomplished using other built-in features, workarounds, or add-ons/products from the vendor at an additional cost. At most, 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](#) ```json { "@context": "https://schema.org", "@type": "BreadcrumbList", "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "Home", "item": "https://www.selecthub.com/" }, { "@type": "ListItem", "position": 2, "name": "Business Intelligence", "item": "https://www.selecthub.com/category/business-intelligence/" }, { "@type": "ListItem", "position": 3, "name": "Business Intelligence Tools", "item": "https://www.selecthub.com/c/business-intelligence-tools/" }, { "@type": "ListItem", "position": 4, "name": "Pyramid Analytics", "item": "https://www.selecthub.com/p/business-intelligence-tools/pyramid-analytics/" }, { "@type": "ListItem", "position": 5, "name": "Pyramid Analytics Alternatives" } ] } ```