[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/) \> [Mathematica](https://www.selecthub.com/p/business-intelligence-tools/mathematica/) \> Mathematica Alternatives # Top Mathematica Alternatives & Competitors For 2026 Last Updated: June 9th, 2026 Looking for alternatives to [Mathematica](https://www.selecthub.com/p/business-intelligence-tools/mathematica/)? 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 Mathematica to leading industry alternatives like Tableau, Strategy One, Domo, and Looker. 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) 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 Software Tool](https://cdn.selecthub.com/products/cee631121c2ec9232f3a2f028ad5c89b-9ada8357f60426e1426cbe26339b2329/resources/normal/logo.png?1743433661)](https://www.selecthub.com/p/business-intelligence-tools/tableau/) [ ![Product Awards](https://www.selecthub.com/display/images/awards_badge.svg) ](#awards-section) 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 [![Strategy One Software Tool](https://cdn.selecthub.com/products/2df45244f09369e16ea3f9117ca45157-01fabb80c1ce32bd1e4b7632202cfdaf/resources/original/logo.svg?1748904472)](https://www.selecthub.com/p/business-intelligence-tools/strategy-one/) [ ![Product Awards](https://www.selecthub.com/display/images/awards_badge.svg) ](#awards-section) 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 [![Domo Software Tool](https://cdn.selecthub.com/products/a11f9e533f28593768ebf87075ab34f2-9f0513c99308f0cec6cd326a9a5e3ee4/resources/normal/logo.png?1726157232)](https://www.selecthub.com/p/business-intelligence-tools/domo/) [ ![Product Awards](https://www.selecthub.com/display/images/awards_badge.svg) ](#awards-section) 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 [![Looker Software Tool](https://cdn.selecthub.com/products/3b2d8f129ae2f408f2153cd9ce663043-44d55581ffd18cd677065359bb2b4c7b/resources/normal/logo.png?1693317019)](https://www.selecthub.com/p/business-intelligence-tools/looker/) [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) [Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=Business+Intelligence+Tools&product%5Fname=Tableau&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2Fcee631121c2ec9232f3a2f028ad5c89b-9ada8357f60426e1426cbe26339b2329%2Fresources%2Fnormal%2Flogo.png%3F1743433661) [Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=Business+Intelligence+Tools&product%5Fname=Strategy%2BOne&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F2df45244f09369e16ea3f9117ca45157-01fabb80c1ce32bd1e4b7632202cfdaf%2Fresources%2Foriginal%2Flogo.svg%3F1748904472) [Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=Business+Intelligence+Tools&product%5Fname=Domo&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2Fa11f9e533f28593768ebf87075ab34f2-9f0513c99308f0cec6cd326a9a5e3ee4%2Fresources%2Fnormal%2Flogo.png%3F1726157232) [Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=Business+Intelligence+Tools&product%5Fname=Looker&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F3b2d8f129ae2f408f2153cd9ce663043-44d55581ffd18cd677065359bb2b4c7b%2Fresources%2Fnormal%2Flogo.png%3F1693317019) ### Product 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) (305 Reviews) ](#user-sentiment-section) [ Analyst Rating 84 Detailed Analysis ](#analyst-rating-section) [ User Sentiment ![Great User Sentiment](https://www.selecthub.com/display/images/scores/great.svg) (10994 Reviews) ](#user-sentiment-section) [ Analyst Rating 90 Detailed Analysis ](#analyst-rating-section) [ User Sentiment ![Great User Sentiment](https://www.selecthub.com/display/images/scores/great.svg) (1018 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) (1907 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) (1836 Reviews) ](#user-sentiment-section) Price Starts From $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) $15/User, Monthly [ 14 Day Free Trial is available →](https://pmo.selecthub.com/free-trial/?product%5Fname=Tableau&category=Business Intelligence Tools&product%5Flogo=https://d3uimxdj41cg3o.cloudfront.net/products/cee631121c2ec9232f3a2f028ad5c89b-9ada8357f60426e1426cbe26339b2329/resources/normal/logo.png?1743433661) $13/User, Monthly [ 30 Day Free Trial is available →](https://pmo.selecthub.com/free-trial/?product%5Fname=Strategy One&category=Business Intelligence Tools&product%5Flogo=https://d3uimxdj41cg3o.cloudfront.net/products/2df45244f09369e16ea3f9117ca45157-01fabb80c1ce32bd1e4b7632202cfdaf/resources/original/logo.svg?1748904472) Custom Quote i [ 30 Day Free Trial is available →](https://pmo.selecthub.com/free-trial/?product%5Fname=Domo&category=Business Intelligence Tools&product%5Flogo=https://d3uimxdj41cg3o.cloudfront.net/products/a11f9e533f28593768ebf87075ab34f2-9f0513c99308f0cec6cd326a9a5e3ee4/resources/normal/logo.png?1726157232) $2,900 Monthly [ 30 Day Free Trial is available →](https://pmo.selecthub.com/free-trial/?product%5Fname=Looker&category=Business Intelligence Tools&product%5Flogo=https://d3uimxdj41cg3o.cloudfront.net/products/3b2d8f129ae2f408f2153cd9ce663043-44d55581ffd18cd677065359bb2b4c7b/resources/normal/logo.png?1693317019) Product Ranking ## #4 among all Business Intelligence Tools ## #1 among all Business Intelligence Tools ## #5 among all Business Intelligence Tools ## #3 among all Business Intelligence Tools ## #7 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%5Fmathematica&category%5Fslug=business-intelligence-tools&product%5Fslug=mathematica&product%5Fname=Looker&category=Business+Intelligence+Tools&origin%5Furl=https%3A%2F%2Fwww.selecthub.com%2Fbusiness-intelligence-tools%2Fmathematica%2Falternatives%2F) Pros * **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. * **Data Visualization:** Almost 98% of users who reviewed its visual capabilities praised the platform for its dashboards and the freedom to play around with data and modify charts as desired. * **User-Friendly:** According to 93% of users who mentioned ease of use, it makes data accessible with its easy user actions and handy tooltips. * **Data Connectivity:** About 92% of users who discussed data sourcing praised its ability to pull data from disparate systems. * “As a Tableau Certified Partner since 2015, we’ve seen that Tableau scores over Power BI in organizations with a more disparate architecture – perhaps a mixture of Apple, Linux, and Windows products. Tableau is primarily focused on data visualization and analytics. Its drag-and-drop builder is a bit more modern than Power BI, which is also a plus for organizations not invested in the Azure ecosystem.” - Rafael Estrada, President, Estrada Consulting * **Data Visualization:** Users were satisfied with its powerful dashboards and personalization options for self-service analytics. * **Functionality:** Reviewers praised the platform for delivering on capabilities and scaling with their data needs. * **Ease of Use:** User reviews appreciated its reusable objects and semantic layer for automating data wrangling and visualization workflows. * **Source Connectivity:** About 86% of users citing data integration said they could connect to their preferred sources easily. * **Ease of Use:** Around 82% of users discussing the interface said options and tabs were straightforward and intuitive. * **Data Visualization:** About 74% of people who reviewed Domo for graphics appreciated the ease of creating and sharing data stories. * **Functionality:** Around 73% of users who mentioned features said Domo performed as expected. * **Reporting:** Looker features strong reporting features that offer a degree of granularity and scheduling that 100% of users who mention reporting evaluate as a strong benefit. * **Support:** Of the users who say they’ve contacted customer support, 95% say the team’s quick and informative responses are a plus. * **Data Accessibility:** All users who mention accessibility to data say Looker does this well, distributing insights to employees across departments and teams with ease, with 100% of users mentioning this feature believing it is a benefit. Cons * **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. * **Pricing:** Around 90% of the users citing cost found it expensive. * **Speed:** About 71% of the users who discussed performance found it slow when processing large data volumes. * **Onboarding Woes:** Approximately 67% of the users who reviewed the platform's adoption said there was a steep learning curve. * “Tableau supports a large variety of data sources – including Microsoft products – but connectivity isn’t going to be as plug-and-play with Azure as Power BI is. In some cases, data preparation and transformation requires third-party software before Tableau can make the best use of it.” - Rafael Estrada, President, Estrada Consulting * **Cost:** A majority of the users found the platform to be expensive. * **Adoption:** Most reviews said the platform had a steep learning curve. * **Speed:** About 78% of users discussing speed said the platform lagged sometimes. * **Cost:** Around 89% of users discussing price termed the platform as expensive. * **Learning Curve:** About 74% of users who touch on the platform’s ease of use say that the confusing documentation, lack of training opportunities and difficulty of using programming language make Looker a tough tool to pick up as a beginner. * **Setup:** Of the users who mention implementation, 81% say that setting up the platform is difficult, with integrations not being as plug-and-play as competitors and assistance from IT necessary to the setup process. * **Speed:** Approximately 87% of users who comment on the platform’s speed say that it is slow to render certain queries and often takes a while to load. * **Functionality:** About 78% of users who talk about Looker’s features say that they are left wanting many functions and find the ones that it does have limited in customization or too complex to use easily. ### Our Review 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 Tableau Desktop is a BI solution for data visualization, dashboarding and location analysis. In online reviews, users said they found its drag-and-drop charting a boon for creating charts and maps. Regarding customization, many users praised the platform for its various labeling and design options.EMD Serono relies on Tableau to provide timely patient access to therapies for infertility, multiple sclerosis and cancer. Tableau Pulse keeps sales reps informed with AI-driven physician insights, helping them act fast in the field.Market penetration analysis and patient data visualization enable sales KPI tracking. Moreover, Tableau helps the Serono team keep patient care front and center by tracking the turnaround time from referral to drug delivery.My experience with Tableau gave me a window into its ad hoc capabilities. I could visualize data within minutes using its drag-and-drop builder and automatic graphic suggestions. Though Microsoft users are generally skewed toward Power BI, Tableau is great for instant data analysis, with Tableau Pulse offering next-action insights on demand.One hiccup to note: I couldn’t schedule report exports, which is understandable as it’s not a reporting tool at its core. It’s still inconvenient and a limitation to consider. But I could subscribe to dashboards and receive static screenshots.As a CTO looking for a reporting tool, don’t dismiss Tableau just yet. Many organizations have found a happy medium, combining Excel’s spreadsheet capabilities with Tableau’s live updates, extensive connections and advanced analytics.One-fourth of the users discussing adoption said there was a steep learning curve. Tableau relies on Python and R scripts for statistics in its visualizations. It's where the named licenses can prove to be a blessing, as you can opt to train upcoming Creators and Explorers. We recommend factoring in training if you want to hit the ground running.Some reviewers felt discounted packages for business editions should be available, similar to the free student licenses. At $70 per user, the Creator license can seem costly when compared to Power BI ($9.99 per user) and Qlik Sense ($30 per user).Here's the good news, though. Its built-in user management acts as a permissions layer for your organization — users can only access the relevant content. Plus, an organization will have very few Creators and a greater number of Viewers and Explorers, and the license fee reduces from Creator to Explorer to Viewer.We recommend opting for a wise license combination to get the most out of the product.On the upside, the vendor constantly releases new features, the latest one being Einstein CoPilot in beta.Overall, Tableau is a competitive BI solution, but if the pricing seems inflexible, quite a few other solutions offer live insights and advanced analytics out of the box. Show more Strategy One is a patchwork quilt of products on the web, desktop and mobile. There’s the Strategy One Library where you can access published content and Auto Express for dashboarding and bot creation. Anyone with basic data skills can feed information to a bot and gain insights in seconds, a key reason why companies across industries are using it to successfully manage their operations.You don’t have to take my word for it — one real-life example of Strategy One in action is Europe’s leading eTailer of children’s products, babymarkt. They have online stores in 14 European countries and China, which, needless to say, is a lot to manage. But after implementing Strategy One, they were able to achieve more efficient inventory management, order procurement and digital ad campaigns, resulting in an annual revenue growth of 30%.You don’t need a credit card to sign up for the free trial, but you won’t be able to publish content to the server without a paid upgrade. As for choosing which edition to use, there’s the web and the desktop instance. Which one will suit you? Maybe both?Strategy One Workstation is for developers and data analysts and is more robust for manipulating data. It provides administrative control, even when offline, and helps prototype content before it goes live. Combining multiple visualizations on a single page provided me with more context for the same data.On the other hand, the Workstation version lacks the same level of natural language processing as the web version.Strategy One Web is for delivering content to your clients. Being online, it’s open to seamless upgrades and customization, and identity management and collaboration are built in. If you have a small organization, the web version might suffice, but you might want to consider going for both if you deal with large data volumes.Metadata mapping was immensely useful to me when designing a bot using Strategy One Auto Express. All I needed to do was feed it the data, and it generated a slew of questions I might want to ask.With a semantic layer, Strategy One is among the BI tools that work best with large data warehouses. If you’ve just started in business or haven’t got large data volumes yet, you might want to consider a simpler tool.An oft-repeated sentiment in user reviews was that this motley crew of products — web, desktop and mobile — didn’t always sync. The vendor positions Strategy One as a unified solution that’ll, hopefully, eliminate these annoyances.On the flip side, quite a few users said it could be clunky for inexperienced users. Also, some reviewers said it slowed on occasion. Most people said the solution was expensive and found its learning curve quite steep.In summary, Strategy One is worth considering, especially if you’re a medium or large-sized company looking for a web reporting tool with a user-friendly interface. Show more Domo has everything data teams could wish for — self-service ETL, advanced analytics and data science. Its rich set of connectors makes users happy as they praise its robust integration APIs.Domo helps Emerson, a supply chain business, keep ice cream solid, frozen food fresh and vaccines viable from the lab to the pharmacy.The Emerson team uses Domo dashboards to track equipment performance and translate complex engineering concepts into easy-to-understand information for clients. Tracking package temperature and freshness on demand means they can stop the perishables from, well, perishing.Domo’s scripting language is similar to Power BI, and knowing SQL will shorten your team's learning curve. The vendor offers daily refreshes, currently capping them at 48.On the flip side, the interface seemed a bit clunky to me. Dashboards don’t display in the edit mode by default, which was a tad annoying. The Getting Started documentation is dated and doesn’t match the new interface. I could find my way around with help from user forums.While the vendor earns praise for releasing frequent updates, quite a few users say some much-needed features lack depth. According to our research, Domo offers only 87% of the required functionality out of the box, which is much less than what Power BI and Tableau provide. It also underperforms in data querying, scoring only 53 in our analysis.Some reviews mention bugs and that performance can lag when handling anything complex than simple visualizations. The slowness could be due to the multitenant SaaS model that provides shared computing. As for the mobile app, it didn’t work in the offline mode for me. I should mention here that I had opted for the trial version. A proof-of-concept will help you check if the issue persists in the paid edition.Domo’s pay-as-you-go model is great for estimating usage but be prepared to pay more for workload spikes. According to our research, about 89% of users who reviewed the price found Domo’s consumption model expensive. Small organizations working with a lean team might find it challenging to handle billing.Here’s what’s great about subscribing to Domo. You can create as many reports and dashboards as required — there’s no limit or additional cost. Plus, Domo allows adding an unlimited number of users. Domo accepts external data models from OpenAI, Amazon Bedrock, Hugging Face, Databricks and Jupyter Workspaces.Despite a competitive market, Domo is an excellent product for organizations seeking data visualization and strong integration. Its flexible pricing model and recent AI updates make it a strong challenger to leading data platforms. Show more Looker is a forerunner in the business intelligence field for a reason; it generates reports that include easy sharing via link, automatic scheduling and a level of granular detail that allows for deeper analysis below the surface. It excels in its filter and drill-down features and creates unique URLs when users make changes to data, leading to enhanced sharing. However, one of its biggest strengths could also be considered one of its biggest weaknesses: its proprietary programming language, LookML which is used to construct SQL queries in the platform. While a flexible and powerful data querying language, of course, LookML isn’t the most accessible to non-technical users, which means that Looker requires an IT or data team to access its full capabilities and has a steep learning curve. Users also note that its data visualizations, while simple and easy to understand, are quite basic and lacking in customization options, particularly in comparison to competitors. Some users say that it may be more appropriate for internal reporting than presentation to shareholders and end-users because of its bare-bones visualization options. However, Looker truly shines when used by enterprises, with its scalability and data accessibility making it a stellar solution that can align departments and provide thousands of users access to data insights. Its price point reflects this, with its pricing being prohibitive to startups as about 88% of users who comment on its cost remark. Overall, Looker is a solid pick for larger businesses that have a team of power users who can maximize its functionality and set it up to deliver to employees across an entire organization. Show more ### Analyst Rating Summary Overall Scores Based on the research and analysis by SelectHub's team of research analysts, Mathematica does not yet have an analyst rating. By comparison to Mathematica alternatives, Tableau has an analyst rating of 84, Strategy One has an analyst rating of 90, Domo has an analyst rating of 87, and Looker does not yet have an analyst rating. we're gathering data 84 90 87 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 95 94 87 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 32 66 73 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 100 100 98 we're gathering data [Show More](#) [Show More](https://pmo.selecthub.com/customize-data/?category=Business Intelligence Tools) Strengths The best features of Mathematica, Tableau, Strategy One, Domo and Looker as judged by user reviews and analyst validation. we're gathering data Availability and Scalability Data Management Data Visualization Platform Compliance Reporting Availability and Scalability Data Management Data Pre-processing Data Visualization Embedded Analytics Capabilities Availability and Scalability Data Transformation Data Visualization Platform Capabilities Platform Compliance 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. Mathematica Tableau Strategy One Domo Looker \+ 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 95 32 100 95 90 100 93 96 95 96 100 94 66 100 100 97 100 100 100 100 96 100 87 73 98 94 100 100 86 50 79 100 100 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 92% 8% 92% 8% 69% 31% 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 31% 69% 62% 38% 69% 31% 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% 100% 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 88% 12% 100% 88% 12% 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% 90% 10% 100% 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% 100% 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% 100% 86% 14% 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 88% 12% 100% 50% 50% 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 86% 14% 100% 71% 29% 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 89% 11% 89% 11% 100% 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% 100% 100% 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% 100% 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 76% 24% 92% 8% 100% 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% 100% 100% 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 88% 12% 100% 100% 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 Mathematica has a user sentiment rating of 92 based on 305 reviews. Tableau has a user sentiment rating of 88 based on 10994 reviews. Strategy One has a user sentiment rating of 84 based on 1018 reviews. Domo has a user sentiment rating of 87 based on 1907 reviews. Looker has a user sentiment rating of 88 based on 1836 reviews. ![Excellent User Sentiment](https://www.selecthub.com/display/images/scores/excellent.svg) 305 reviews ![Great User Sentiment](https://www.selecthub.com/display/images/scores/great.svg) 10994 reviews ![Great User Sentiment](https://www.selecthub.com/display/images/scores/great.svg) 1018 reviews ![Great User Sentiment](https://www.selecthub.com/display/images/scores/great.svg) 1907 reviews ![Great User Sentiment](https://www.selecthub.com/display/images/scores/great.svg) 1836 reviews Synopsis Evaluating all review platforms, our market analysts have compiled the following user sentiment data. 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. 88% of users recommend this product Tableau has a 'great' User Satisfaction Rating of 88% when considering 10994 user reviews from 5 recognized software review sites. 84% of users recommend this product Strategy One has a 'great' User Satisfaction Rating of 84% when considering 1018 user reviews from 5 recognized software review sites. 87% of users recommend this product Domo has a 'great' User Satisfaction Rating of 87% when considering 1907 user reviews from 5 recognized software review sites. 88% of users recommend this product Looker has a 'great' User Satisfaction Rating of 88% when considering 1836 user reviews from 5 recognized software review sites. User Review Scores **FinancesOnline** n/a **4.5** (18) **4.9** (24) **4.5** (19) **5.0** (20) **G2.com, Inc** n/a **4.4** (2205) **4.2** (583) **4.3** (828) **4.4** (1070) **Software Advice, Inc** **4.59** (152) n/a n/a n/a **4.6** (141) **Capterra Inc** **4.6** (153) **4.6** (2325) **4.3** (63) **4.3** (322) n/a **Gartner, Inc** n/a **4.4** (4159) **4.2** (73) **4.5** (492) **4.4** (371) **TrustRadius** n/a **4.1** (2287) **4.2** (275) **4.3** (246) **4.1** (234) ### Awards SelectHub awards earned by these products based on a comprehensive analysis by our research analysts. ![User Favorite Award]() ![Advanced Analytics Award]() ![Analysts' Pick Award]() ![Data Pre-processing Award]() Show more ![Embedded Analytics Capabilities Award]() ![Geospatial Visualizations and Analysis Award]() ![Mobile Capabilities Award]() ![Platform Capabilities Award]() ![Integrations and Extensibility Award]() No awards. ### 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 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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": "Mathematica", "item": "https://www.selecthub.com/p/business-intelligence-tools/mathematica/" }, { "@type": "ListItem", "position": 5, "name": "Mathematica Alternatives" } ] } ```