Mathematica vs Chartio

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Our analysts compared Mathematica vs Chartio based on data from our 400+ point analysis of Business Intelligence Tools, user reviews and our own crowdsourced data from our free software selection platform.

Chartio Software Tool

Product Basics

Wolfram Mathematica is a technical computing platform that can perform a wide range of computations and algorithms for mathematics and beyond. Primarily designed for research and academia, it enables users to create powerful scripts through a flexible, multi-purpose programming language. It allows users to analyze and visualize data in sophisticated ways and employ methods such as machine learning, data mining and deep learning to model and solve complicated problems.

It is available in the cloud through any web browser or installable on-premises on all desktop environments. Users can purchase licenses as individuals or under group or enterprise pricing for cloud, desktop or both versions.
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Chartio (acquired by Atlassian) was a cloud-based data analytics solution founded with the mission to make data accessible to anyone. It allows users to blend and process data from numerous sources into a single operational database and write queries through a drag-and-drop visual SQL interface. Via self-service analysis, it empowers users to discover actionable insights that provide answers to their questions. Its data visualizations and interactive dashboards help drive data-informed decision making.

It is available on a per-user monthly subscription basis, with three tiers of pricing: Startup, Growth and Premium.
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Product Insights

  • Seamless Integration: The system includes more than 5,000 built-in functions that cover all areas of technical computing and all integrate to work perfectly together so that code runs interactively and instantly within a native environment for its language. 
  • Automate to the Max: Through superfunctions, meta-algorithms and more, users can automate a variety of tasks so that they can work as efficiently as possible.
  • Code Designed to be Learned: Wolfram Language, the proprietary programming language that powers Mathematica, is user-intuitive with English-like functions that make it easy to read, write, learn and program in a way that makes sense and is often shorter than code written in other programming languages.
  • Always Moving Forward: Wolfram continually updates Mathematica with new features and functions that extend the vision and scope of the platform, while maintaining consistent compatibility for over 30 years.
  • Vast Resources: Wolfram provides a host of resources to help users get started with their projects, with more than 150,000 examples and more than 10,000 open-code demonstrations to which they can refer. In addition, access to instant real-world data broadens the spectrum of up-to-date information at users’ disposal.
  • Publication-Ready: Mathematica presents data and insights with beautiful visualizations and publication-quality documents, helping researchers and presenters make their results look their best.
  • Scalability: The platform streamlines workflows for programs and teams of any size, allowing users to scale up or down to address problems or projects as needed. Everything is industrial-strength, capable of handling large-scale problems through parallelism, GPU computing and more.
  • Access Everywhere: Through an interactive online cloud environment, all users need is a web browser or mobile app to compute with Mathematica or interact with Wolfram Notebooks, making it an ideal solution for instant, remote access.
  • Free Trial: Anyone can try Mathematica for free for 15 days. The trial includes both a download of the application to install on a desktop computer and access to the online platform.
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  • Make Data Accessible to All: Unlocks data analysis for everyone in an organization through an intuitive interface, interactive dashboards and a free self-learning library of resources. Reduce reliance on analysts or engineers with do-it-yourself access.
  • Get Connected in Minutes: Connect to unlimited sources within minutes and have the platform visualizing data within hours. 
  • Empower Data Teams: Analysts with technical knowledge can focus their time and efforts on building complex models and writing scripts instead of pulling basic reports for their managers. 
  • Speedy SQL: Write and edit queries faster than by manual input within the visual SQL interface. Set up repeatable workflows to speed up analysis, resulting in accelerated time to insight.
  • Improve Collaboration: Fosters teamwork around data — chat on dashboards, easily embed or send insights that are designed to be shared with others and spark conversations to align teams and clarify goals.
  • Security: Built with security in mind at every step, with SOC 2, HIPAA, Privacy Shield and GDPR certifications. Encrypts all data at rest and in flight, using industry-standard HTTPS to keep data safe and secure. Manage data access through secure login with Google Apps, SAML compatibility and role-based permissions for granular control. 
  • Scalability: Draw, blend and analyze data from wherever it lives and connect to as many sources as needed as the company grows. Scale up or down with a flexible pricing model — pay for exactly what is necessary.
  • Expert Support: Take advantage of an abundance of resources available both on the vendor’s website and through their support team, with extensive documentation and on-demand training sessions.
  • Free Trial: Sign up for a 14-day free trial to try it out for free.
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  • Wolfram Language: Wolfram’s proprietary computational language allows developers to code with a language that allows both computers and humans to communicate with each other through almost 6,000 built-in functions. Built on a philosophy of knowledge-based programming, it aims to help users automate as much as possible and maximize coherence of design while being universally deployable in any environment.
  • Connect to Everything: Through symbolic expressions, interactions and external connections, the Wolfram Language conveniently connects to a broad spectrum of platforms, languages, databases, protocols, APIs, applications, file formats and devices.
  • Notebook Interface: With structured documents that store text, runnable code, dynamic graphics and more, Wolfram Notebooks provide an environment for technical workflows that supports interactive computation. They empower user literacy in a high-level programming interface through interactive coding, natural language queries and expansive documentation that make the platform accessible to users without coding experience.
  • AlgorithmBase: Not just through industrial-strength algorithms but also meta-algorithms and super functions, which automatically select the optimal algorithms to use in a given situation, users can define their goals or concepts and let the system take over to automatically achieve them, enabling discoveries and experimentation with algorithms. With its robust library of scalable and accurate algorithms, the AlgorithmBase serves as a trustworthy resource for programmers to use to ensure high-quality computations.
  • Data Visualization: Through algorithms, Mathematica can create visually compelling representations of data in the form of 2D and 3D plots, graphs, histograms, word clouds, geographic visualizations and more.
  • Machine Learning: Through highly automated functions that work on many types of data, the platform can carry out a wide range of tasks, including classifying data in categories, predicting values, learning from examples and performing automated time series analysis. 
  • Mathematica Online: Powered by the Wolfram Cloud, users can harness the computational system from directly within their web browsers, with no installation required. Everything automatically saves and stays in the cloud, and users can control who can access their documents through instant sharing, URL links and permissions controls. Seamlessly integrated with the desktop version, it allows users to upload or download notebooks and access the cloud from a computer.
  • Wolfram Knowledgebase: Mathematica and the Wolfram Language has access to the world’s largest and broadest trusted source of computable knowledge, curated by experts and derived from primary sources, including not just the data but also the methods that compute results.
  • Mobile App: The Wolfram Cloud free app for iOS and Android mobile devices allows users to edit, run and deploy programs and access Wolfram notebooks and instant apps through its home-screen-like experience.
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  • Data Connectivity: Integrates directly with most major sources, including Amazon Redshift, Google BigQuery, Google Sheets, MySQL, PostgreSQL, Snowflake, Amazon Athena, Amazon Aurora, Amazon RDS, CSV file uploads, Microsoft Azure, Microsoft SQL Server, Oracle and more. Databases remain secure as the solution maintains read-only access either through direct, encrypted cloud connections or SSH tunneled connections to cloud, hybrid or on-premise environments.
  • Data Blending: Draws data from multiple data sources to a single central database without altering the source data.
  • Visual SQL: Anyone can have the power of an analyst and form SQL queries with an intuitive drag-and-drop interface — no coding necessary. Explore, transform and visualize data. Makes data analysis more accessible for all while making more complex SQL analysis easier for pros, who can toggle to the raw text-based SQL editor at any point.
  • Data Visualizations: Build visually appealing charts and graphics that identify trends, patterns and outliers within datasets. Customize visualizations in any way, with chart options including area charts, bubble maps, bar charts, line charts, maps, pie charts, funnel charts, scatter plots, tables and more. 
  • Auto Chart Wand: Click the wand icon to auto-select the most suitable chart type for the data. 
  • Customizable Dashboards: Design interactive dashboards that provide the perfect portal for all crucial metrics in one place. Customize the layout and details of dashboards, and then save these styles as custom themes for other team members to use — or select from a variety of pre-set options.
  • Intuitive Data Exploration: Hover over charts to explore metrics, click on charts to drill down into filters and scroll around a dashboard to engage with visualizations. Dig deeper with slice and dice filters, sorting options and search capabilities. 
  • Snapshots: Automatically saves a PDF copy of selected dashboards at pre-set daily times. Travel through time to review historical data, track how metrics have changed and save information, maintaining accurate records for audits.
  • Comment on Dashboards: Invite teammates to join dashboards and control their level of editing access. Discuss insights, exchange feedback or request help through inline commenting and mention tagging, without leaving dashboards. Stay informed of new replies and mentions through email notifications and in-app alerts.
  • Sharing Options: Embed a real-time interactive version of a dashboard into other applications or sites with a customizable code snippet. Share dashboards via scheduled email alerts or download them in various file formats like PDF, PNG or SVG for optimal sharing and collaboration. Connect to Slack and share insights directly to team channels or conversations.
  • Alerts: Schedule a query to run at designated intervals and if the value returned meets a specified threshold, designate an email alert to send to any party, licensed or not. Integrate alerts with email, third-party automation software, or slack. 
  • Permissions: Establish teams for each department — for example, sales, marketing, support, etc. — and assign permissions for dashboards and data sources to the entire group. Manage permissions on an even more granular level, down to a per-user basis.
  • Data Connectivity: Integrates directly with most major sources, including Amazon Redshift, Google BigQuery, Google Sheets, MySQL, PostgreSQL, Snowflake, Amazon Athena, Amazon Aurora, Amazon RDS, CSV file uploads, Microsoft Azure, Microsoft SQL Server, Oracle and more. Databases remain secure as the solution maintains read-only access either through direct, encrypted cloud connections or SSH tunneled connections to cloud, hybrid or on-premise environments.
  • Data Blending: Draws data from multiple data sources to a single central database without altering the source data.
  • Visual SQL: Anyone can have the power of an analyst and form SQL queries with an intuitive drag-and-drop interface — no coding necessary. Explore, transform and visualize data. Makes data analysis more accessible for all while making more complex SQL analysis easier for pros, who can toggle to the raw text-based SQL editor at any point.
  • Data Visualizations: Build visually appealing charts and graphics that identify trends, patterns and outliers within datasets. Customize visualizations in any way, with chart options including area charts, bubble maps, bar charts, line charts, maps, pie charts, funnel charts, scatter plots, tables and more. 
  • Auto Chart Wand: Click the wand icon to auto-select the most suitable chart type for the data. 
  • Customizable Dashboards: Design interactive dashboards that provide the perfect portal for all crucial metrics in one place. Customize the layout and details of dashboards, and then save these styles as custom themes for other team members to use — or select from a variety of pre-set options.
  • Intuitive Data Exploration: Hover over charts to explore metrics, click on charts to drill down into filters and scroll around a dashboard to engage with visualizations. Dig deeper with slice and dice filters, sorting options and search capabilities. 
  • Snapshots: Automatically saves a PDF copy of selected dashboards at pre-set daily times. Travel through time to review historical data, track how metrics have changed and save information, maintaining accurate records for audits.
  • Comment on Dashboards: Invite teammates to join dashboards and control their level of editing access. Discuss insights, exchange feedback or request help through inline commenting and mention tagging, without leaving dashboards. Stay informed of new replies and mentions through email notifications and in-app alerts.
  • Sharing Options: Embed a real-time interactive version of a dashboard into other applications or sites with a customizable code snippet. Share dashboards via scheduled email alerts or download them in various file formats like PDF, PNG or SVG for optimal sharing and collaboration. Connect to Slack and share insights directly to team channels or conversations.
  • Alerts: Schedule a query to run at designated intervals and if the value returned meets a specified threshold, designate an email alert to send to any party, licensed or not. Integrate alerts with email, third-party automation software, or slack. 
  • Permissions: Establish teams for each department — for example, sales, marketing, support, etc. — and assign permissions for dashboards and data sources to the entire group. Manage permissions on an even more granular level, down to a per-user basis.
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Product Ranking

#47

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Business Intelligence Tools

#43

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Business Intelligence Tools

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User Sentiment Summary

Excellent User Sentiment 305 reviews
Great User Sentiment 343 reviews
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.

89%
of users recommend this product

Chartio has a 'great' User Satisfaction Rating of 89% when considering 343 user reviews from 5 recognized software review sites.

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5.0 (11)
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4.5 (246)
4.59 (152)
4.6 (34)
4.6 (153)
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4.4 (5)
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3.9 (47)

Awards

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

User Favorite Award

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Synopsis of User Ratings and Reviews

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.
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Data Analysis: All of the users who reviewed this platform for data analysis said that it delivers valuable, accurate insights and a variety of options for digging deeper.
Ease of Use: Of the reviews which mentioned ease of use, more than 88% said that this is an excellent tool for non-technical users, with an intuitive user interface.
Data Visualization: About 80% of users who reviewed this feature said that the solution does a good job of visualizing data and metrics to facilitate easy understanding.
Navigation: It is easy to navigate through different tools and options in the system; as observed by 60% of users who talked about navigation.
Collaboration: Of the reviews which referenced its sharing and collaboration features, more than 91% said it excels in bringing users together and empowering a data-driven culture.
Short Learning Curve: According to 82% of users who reviewed its learning curve, this solution is quick and easy to pick up, especially thanks to the resources provided by the vendor.
Support: Support is both helpful and proactive, and the vendor incorporates feedback into future updates, according to 88% of users who reviewed their support offerings.
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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.
Visualization Capabilities: While Mathematica offers visualization tools, they may not be as intuitive or user-friendly as dedicated data visualization software, potentially limiting the ability to create compelling and insightful dashboards.
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Speed: Of the users who mentioned its speed, approximately 83% said that it loads too slowly, with timeouts for especially large queries.
Price: About 63% of users who reviewed its cost said that it’s too expensive, especially when adding the embedding feature to their plan.
No Mobile App: All of the users looking for a mobile app said that there currently is no application for mobile devices available.
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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.

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Chartio is a SaaS BI tool that rates quite highly with its user base, thanks to a myriad of unique benefits and features that help companies save time and increase productivity. Most significantly, many reviews focused on its ease of use — not only is the platform user-friendly and intuitive, with a clean, drag-and-drop interface, but it’s also designed to help users build SQL queries without coding knowledge. Easy to pick up, it’s also easy to master, with a remarkably short learning curve due to built-in tools and tips, as well as an abundance of vendor-provided documentation, online resources and proactive customer support. Many users reported that this tool increased organization-wide data literacy and reduced reliance on their IT, R&D and analyst departments by providing truly self-service BI. In addition, it facilitates smooth collaboration and painless sharing of insights. Users also praised its data analysis functionality, which gives insight into overarching trends while inviting deeper exploration at a granular level through flexible filters, slice-and-dice tools and drill-down capabilities. This tool’s data visualization and dashboarding features, while lacking in some customization compared to competitors, help users track KPIs and see metrics from all of their data sources in one place. However, some reviews mentioned that this solution suffers from slow loading times and refresh rates, especially with larger data sets. Another con cited by several users is its cost: while some say that it’s affordable, others say that it’s too expensive for what it provides and that the price hike associated with adding embedding to pricing plans is too high. For businesses specifically looking for a mobile app, this tool may not be the right fit, as there is currently no mobile app. Though it lacks some advanced features needed by power users or provided by other alternatives, some reviews said that this is a trade-off for its ease of use with business users. Overall, Chartio is a great fit for businesses seeking to empower all their employees with data-driven decision making and encourage them to discover their own insights, while reducing the burden on their IT department.

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