Back
ThoughtSpot vs Power BI: Which One Offers The Best Analytics?
Dec 1, 2023
Ka Ling Wu
Co-Founder & CEO, Upsolve AI
Deciding between ThoughtSpot and Power BI?
It’s a tough call—both tools have carved their own space in the analytics world, each with a unique approach.
🌟ThoughtSpot: Known for its Google-like search interface, it’s designed for fast, intuitive data exploration. If you’re looking for a tool that’s easy for everyone to use, ThoughtSpot has that appeal.
🌟Power BI: A Microsoft powerhouse that’s packed with rich features, interactive dashboards, and deep integration with other business tools. It’s popular among companies needing detailed, customizable reports.
In this blog, here’s what you’ll find:
Ease of Use: Which platform requires less time to master? Spoiler: it depends on your team’s comfort with data.
Performance: We’ll compare speed and efficiency for handling large datasets—key for fast-paced, data-driven decisions.
Integrations and Compatibility: Find out which tool works best with your existing stack and workflows.
Pricing: A straightforward breakdown of costs, so you can see what fits within your budget.
Ideal Use Cases: When should you pick ThoughtSpot over Power BI and vice versa?
By the end, you’ll know which tool has the edge in industry-standard analytics and which might just be the perfect match for your needs.
What Is ThoughtSpot?
ThoughtSpot is an AI-powered analytics platform designed to make data accessible and understandable for everyone in a business, even those without a technical background.
It allows users to search and analyze data as easily as doing an internet search.
Imagine asking, "What were our top products last quarter?" and instantly getting a clear, visual answer. That’s the power of ThoughtSpot’s search-based analytics.
Key Features Of Using ThoughtSpot
ThoughtSpot’s key features include:
Search-Driven Analytics: Users can query data using natural language, similar to a search engine, enabling quick and intuitive data retrieval without the need for complex query languages.
AI-Powered Insights (SpotIQ): The platform's AI engine automatically analyzes data to uncover hidden patterns, trends, and anomalies, providing users with actionable insights.
Interactive Liveboards: Unlike static dashboards, ThoughtSpot's Liveboards offer dynamic, real-time data visualizations that allow users to drill down into specific data points and customize views to meet their needs.
Data Integration: ThoughtSpot connects seamlessly with various data sources, including cloud data warehouses like Snowflake, Google BigQuery, and Amazon Redshift, allowing for comprehensive data analysis.
Mobile Accessibility: ThoughtSpot provides native mobile applications, enabling users to access and interact with data insights on the go.
These features help organizations make data accessible to everyone, support data-based decisions, and improve business insights.
Ideal Use Cases for ThoughtSpot
ThoughtSpot is particularly valuable when you want to empower non-technical users to explore and analyze data independently.
For instance:
Sales and Marketing Teams: These teams can pull up reports or customer insights without waiting on data analysts.
Retail and E-commerce Businesses: ThoughtSpot’s real-time capabilities can help track inventory, sales trends, and customer behavior, making it easier to respond to market shifts quickly.
Healthcare and Life Sciences: In industries dealing with large, complex data sets, ThoughtSpot allows users to analyze patient outcomes, operational metrics, or research data without complex workflows.
Overall, ThoughtSpot brings the power of data to every level of your organization. This makes it a very good tool for companies empowering their teams and facilitating data access.
ThoughtSpot Pricing Breakdown
Thoughtspot offers 3 major pricing packages:
Essentials
Pro
Enterprise
Here’s a breakdown:
Essentials Plan - $1,250/month
This plan is perfect for small companies wanting to share AI-powered insights across their teams.
It includes:
Up to 25 million rows of data.
20 users with 5 permission groups for secure access control.
Features like natural language search and automated insights.
Basic support through in-app and community channels.
Essential security controls, including data encryption.
Pro Plan - Custom Pricing
Tailored for growing businesses looking to scale their analytics and data handling.
Features include:
Support for up to 500 million rows of data.
Unlimited users and 25 permission groups.
Advanced security controls with Pro-level support available 24/7.
Automated insights and AI-powered search capabilities.
Standard support options with additional layers of security.
Enterprise Plan - Custom Pricing
Suited for large enterprises with high data needs and advanced security requirements.
Key offerings:
Unlimited data and permission groups, supporting multi-tenant setups.
Advanced security features, including enterprise-grade encryption.
Comprehensive support with dedicated 24/7 assistance.
Full access to ThoughtSpot’s API for in-depth customization and integration.
Ideal for complex deployments and high scalability, including on-premise or cloud-hosted options.
User Reviews: Pros and Cons of ThoughtSpot
Here are the pros and cons of using ThoughtSpot based off user reviews on G2 and Reddit.
Pros
Natural Language Search: This feature lets users ask questions in plain English, making data easy to explore without needing technical skills.
Real-Time Analytics: Provides up-to-date insights with live data connections, supporting quick, data-driven decisions.
Easy Sharing: Pinboards and dashboards allow seamless sharing, keeping teams aligned and informed.
Ad Hoc Analysis: Users can quickly answer new questions without waiting on pre-built reports, enhancing flexibility.
Scalability: Handles large datasets efficiently, making it suitable for complex, high-volume data needs.
Cons
Natural Language Query Limitations: ThoughtSpot's NLG feature helps users ask questions in plain language but often lacks flexibility for complex queries, limiting its usefulness for advanced needs.
Limited Visualization Customization: Users find ThoughtSpot's visualization options restrictive, with limited chart resizing and customization, making it hard to create tailored dashboards.
Data Modeling Issues: ThoughtSpot struggles with complex data modeling, especially when joining multiple tables, limiting its flexibility for more intricate data needs.
Steep Learning Curve: Although ThoughtSpot’s setup and dashboard management are designed to be user-friendly, they can be challenging for new users and take time to master.
High Maintenance Requirements: Often requires frequent manual adjustments to ensure optimal performance, which can be resource-intensive, especially for smaller teams.
So, if you’re looking for a BI tool that enables non-technical users to access data and perform ad-hoc analysis quickly, ThoughtSpot can be a great fit.
However, if you need more advanced visual customization or in-depth data modeling, ThoughtSpot’s limited visualization options, setup complexity, and occasional performance issues may pose challenges.
What Is Power BI?
Power BI is Microsoft’s business intelligence tool designed to help you quickly visualize and analyze data.
If you're familiar with other Microsoft products, you’ll find Power BI fits naturally within the Microsoft ecosystem, connecting seamlessly with tools like Excel, Teams, and Azure.
Power BI offers an interactive way to turn your data into meaningful visuals, making complex analytics accessible.
Key Features Of Using Power BI
Here are some of Power BI’s key features:
Comprehensive Data Visualizations: Power BI provides a broad range of visuals like bar charts, line graphs, scatter plots, and heat maps, allowing you to display data in ways that make insights easy to understand and act upon.
DAX for Advanced Analytics: Power BI uses Data Analysis Expressions (DAX), a powerful formula language that lets you create custom calculations and complex data models, making it easier to derive detailed insights.
Seamless Integration with Microsoft Tools: Power BI integrates smoothly with Microsoft applications like Excel, Azure, Dynamics 365, and Teams, making it easy to import data and share insights within the Microsoft ecosystem.
Real-Time Dashboards: With Power BI, you can create live dashboards that update in real time, providing current insights to help you make timely decisions.
Data Connectivity: Power BI connects with numerous data sources, from Excel spreadsheets to cloud databases like Azure SQL and Google BigQuery, giving you flexibility in accessing your data.
Mobile Accessibility: Power BI offers mobile apps for iOS and Android, allowing you to access, view, and interact with your reports and dashboards on the go.
Together, these features make Power BI a versatile tool for businesses looking to improve data access, visualization, and decision-making across their organization.
Ideal Use Cases for Power BI
Power BI is suitable for businesses of all sizes, especially those already invested in the Microsoft ecosystem. Here are a few scenarios where Power BI excels:
Small Businesses: If you’re starting with business intelligence, Power BI offers an affordable way to visualize and analyze data.
Medium and Large Enterprises: Power BI’s advanced features, like DAX and Microsoft integrations, provide deeper insights that are useful for larger organizations with complex data needs.
Corporate Teams: Power BI allows you to embed reports directly into Microsoft Teams or SharePoint, making it easy for different departments to access and act on data.
By combining powerful visualization options, advanced analytics, and integration with Microsoft’s suite of tools, Power BI enables you to bring your data to life and make informed decisions.
Power BI Pricing Breakdown
Power BI offers four main pricing options:
Power BI Free
Power BI Pro
Power BI Premium Per User
Power BI Embedded
Here’s a breakdown:
Power BI Free - Free
Suitable for individual users wanting to create rich, interactive reports.
Includes:
Report creation with Power BI Desktop.
Visual analytics for personal use.
Limited data capacity for personal projects.
No sharing or collaboration capabilities.
Great for users just starting with data visualization.
Power BI Pro - $10/user/month
Ideal for teams needing to collaborate on data insights.
Features include:
Publishing and sharing reports with others.
Collaboration and sharing options within Power BI workspace.
Real-time data access for quick insights.
Available as an add-on with Microsoft 365 E5 and Office 365 E5.
Suitable for small teams requiring flexible, collaborative analytics.
Power BI Premium Per User - $20/user/month
Perfect for data professionals needing enterprise-scale features.
Key offerings:
All Pro features plus larger data model capacity.
Enhanced refresh rates for up-to-date insights.
Advanced AI and dataflows capabilities.
Higher data storage limits for complex models.
Good for mid-sized organizations seeking advanced analytics.
Power BI Embedded (Capacity-Based) - Custom Pricing
Designed for large enterprises requiring extensive scalability and control.
Includes:
Dedicated cloud capacity for massive datasets.
Data sharing without per-user licenses in certain setups.
XMLA endpoint support for advanced data management.
Suitable for embedding Power BI content into customer-facing applications.
Ideal for organizations needing large-scale data handling and embedded analytics.
User Reviews: Pros and Cons of Power BI
Here’s a summary of the top pros and cons of Power BI, based on user reviews.
Pros
User-Friendly Interface: Drag-and-drop functionality makes it simple for anyone to build reports without needing technical expertise.
Microsoft Integration: Works seamlessly with Excel, Azure, and other Microsoft tools, streamlining data workflows.
Advanced Data Modeling: Tools like DAX and Power Query support complex analysis, offering deep insights.
Strong Community Support: Access to extensive resources and user forums provides help when needed.
Cons
Steep Learning Curve for Advanced Features: Mastering tools like DAX and Power Query can be challenging for new users without structured training.
Performance Issues with Large Datasets: When handling extensive data, Power BI can experience slowdowns and longer loading times, which may require optimization.
High Cost for Premium Features: While basic features are affordable, premium options can be pricey, especially for larger teams.
Limited Customization for Visuals: Some users find it restrictive compared to other BI tools regarding highly customized visualizations.
Dependence on Cloud Services for Sharing: Collaboration and sharing often rely on Power BI’s cloud services, which can be a limitation for organizations with strict on-premises policies.
Overall, Power BI offers powerful analytics and integration with Microsoft tools, making it popular for data visualization and reporting.
However, it has a steep learning curve, especially for advanced features, and can slow down with large datasets.
ThoughtSpot vs Power BI: Full Comparison Table
So back to the ultimate question: which should you choose? ThoughtSpot Or Power BI?
Choose ThoughtSpot if:
You have non-technical users who need simple, search-based data access.
Real-time data and AI-driven insights are priorities.
You need embedded analytics within your own apps.
Scalability and security are essential for your data operations.
Choose Power BI if:
Your team already uses Microsoft tools (Excel, Azure, etc.).
Advanced visualizations and reporting are critical for your business.
You want a budget-friendly collaboration option for small to medium teams.
Complex data modeling and custom calculations are important.
Power BI and ThoughtSpot are both powerful analytics tools, but they come with their own set of challenges.
Power BI is known for its advanced features, but they can be tough to master. New users often struggle with tools like DAX and Power Query.
Also, when handling large datasets, Power BI can slow down, which can be frustrating.
Plus, the premium features can get expensive, especially for larger teams.
ThoughtSpot brings search-based analytics, making asking simple questions in plain language easy. But it has limits, too.
Its natural language feature doesn’t handle complex queries well, and customizing visuals is often restrictive.
Data modeling is also tricky when working with multiple tables, and setup can be time-consuming.
There's an even better option for businesses that want a flexible, customer-facing analytics tool without these hurdles.
Upsolve AI addresses these issues with an intuitive approach to analytics, offering a smoother experience. Let’s explore why Upsolve might be the perfect fit.
Upsolve AI - Best Alternative To ThoughtSpot And Power BI
If you’re looking for an affordable and easy-to-use customer-facing analytics tool, Upsolve AI could be a great option.
It is a flexible BI solution that lets you add analytics directly to your product, so your customers can explore data without needing a complicated setup.
Key Features Of Using Upsolve AI
Upsolve AI offers several key features designed to simplify and enhance customer-facing analytics.
They include:
Effortless Visualization: Create embedded analytics dashboards using a point-and-click interface. Accelerate the visualization process by simply asking Upsolve AI a question.
Guided Action: Enable end-users to explore and drill down into data using the embedded analytics as a base, and act on recommendations provided by the AI.
Self-Serve Customizability: Allow end-users to customize their dashboards to fit their needs without waiting for your customer success or product team to provide specific metrics or reports.
Seamless Connection: Provide out-of-the-box connections to popular databases and data warehouses. Upsolve's API approach also allows for customized connections.
Rapid Deployment: Build and deploy customer-facing analytics dashboards quickly, enabling you to focus on your core product while Upsolve handles the analytics.
These features make Upsolve AI a versatile solution for integrating analytics into your product, enhancing user engagement, and providing actionable insights.
Upsolve AI Pricing Breakdown
Upsolve AI’s pricing structure is transparent, with options to fit startups, growing businesses, and large enterprises.
Here’s a quick breakdown:
1. Zero to One (Launch Plan) - $300/month
$300/month
Designed for early-stage startups needing quick dashboard integration.
Includes:
3 embedded dashboard templates.
Support for up to 50 tenants.
iFrame component embedding for easy setup.
CSV downloads.
Access to Slack Community support.
Comes with a free 30-day trial to explore all features.
2. One to N (Growth Plan) - Starting at $1000/month
Starting at $1000/month
Ideal for businesses looking to scale and customize their dashboards.
Features include:
3+ embedded dashboard templates and styling customization.
50+ tenants, offering scalability for expanding teams.
Options for both iFrame and React component embedding.
Embedded BI capabilities with end-user personal workspaces.
CSV and PDF download options.
Dedicated support and onboarding assistance.
3. One to ∞ (Enterprise Plan)
Custom Pricing
Suited for large enterprises with extensive data needs and high scalability.
Key offerings:
Unlimited embedded dashboard templates and tenants.
Full customization with both iFrame and React components.
Advanced embedded BI with AI-powered end-user analytics.
CSV and PDF downloads, on-premise deployment, and SAML SSO.
24/7 dedicated support and tailored onboarding.
Why Choose Upsolve AI?
For businesses focused on embedding analytics within customer-facing platforms, Upsolve AI offers several advantages over ThoughtSpot and Power BI including:
Simplicity in Pricing: While ThoughtSpot and Power BI have various pricing layers that can be complex, Upsolve’s plans are clear-cut, with no hidden fees.
Focus on Embedded Analytics: Upsolve AI’s main strength is its seamless embedding and real-time updates. It is a great choice for teams integrating data visuals without heavy customization.
If you’re leaning toward a powerful and easy-to-implement solution, Upsolve AI could be the right choice for your business.
Conclusion
In the end, ThoughtSpot and Power BI both offer strong BI capabilities, but each has its limitations.
If you’re looking for a powerful, AI-driven analytics platform with natural language capabilities and don’t mind a more complex pricing model, ThoughtSpot could be a fit.
You could also choose Power BI, which offers extensive data visualization options and seamless integration into the Microsoft ecosystem. However, it offers limited customization and a steep learning curve.
However, if you’re interested in a BI tool that balances performance and affordability, Upsolve AI might be the right choice for you.
Choose the BI tool that aligns with your goals — without the high costs or complex setups.
Explore Upsolve AI’s plans and see how it could support your business’s analytics needs.