Oracle Analytics Cloud vs ThoughtSpot comparison

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Oracle Analytics Cloud

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Executive SummaryUpdated on Jan 1, 2025

ThoughtSpot and Oracle Analytics Cloud compete in the business analytics sector. ThoughtSpot's intuitive search capabilities and scalability give it an edge in fast data exploration, while Oracle's strength is in comprehensive data preparation and robust data integration suitable for large enterprises.

Features: ThoughtSpot offers intuitive search capabilities, fast loading times, and excellent scalability, empowering non-expert users to handle complex tasks efficiently. Oracle Analytics Cloud shines in comprehensive data preparation, machine learning capabilities, and robust integration with multiple data sources. Its visualizations and security features cater to large enterprise needs.

Room for Improvement: ThoughtSpot users seek more flexibility in visualization, better connectivity to different databases, and enhanced reporting functionalities, particularly SpotIQ. Oracle Analytics Cloud could improve its visualizations, user interaction, and metadata management. Price concerns also arise as it’s seen as expensive when scaling.

Ease of Deployment and Customer Service: ThoughtSpot provides smooth deployment across private and public clouds with well-regarded customer service responsiveness. Oracle Analytics Cloud offers public, private, and hybrid deployments, noted for proactive and helpful support teams. ThoughtSpot often receives praise for consistent support across enterprises.

Pricing and ROI: ThoughtSpot is viewed as competitively priced with flexible licensing models beneficial for smaller companies, showing positive ROI due to time savings. Oracle Analytics Cloud’s pricing is higher, especially compared to competitors like Tableau and Power BI, though some users justify the cost for its long-term benefits and strategic contributions to decision-making.

To learn more, read our detailed Oracle Analytics Cloud vs. ThoughtSpot Report (Updated: September 2026).

Oracle Analytics Cloud vs. ThoughtSpot

September 2026

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Helped 913,654 peers since 2012

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

Oracle Analytics Cloud

Ranking in BI (Business Intelligence) Tools

19th

Ranking in Data Visualization

15th

Average Rating

8.0

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

No ranking in other categories

ThoughtSpot

Ranking in BI (Business Intelligence) Tools

7th

Ranking in Data Visualization

7th

Average Rating

8.0

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Embedded BI (2nd)

Mindshare comparison

As of September 2026, in the BI (Business Intelligence) Tools category, the mindshare of Oracle Analytics Cloud is 1.4%, down from 2.0% compared to the previous year. The mindshare of ThoughtSpot is 1.6%, up from 1.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

BI (Business Intelligence) Tools Mindshare Distribution
Product	Mindshare (%)
ThoughtSpot	1.6%
Oracle Analytics Cloud	1.4%
Other	97.0%

BI (Business Intelligence) Tools

Featured Reviews

DavidMalizia

Head Of Data And Ai at a tech services company with 11-50 employees

Data projects have grown rapidly and support complex analytics and quick dashboard delivery

Some things that could be improved in Oracle Analytics Cloud is definitely the way it works. In some cases, for example, if you want to create analytic functions such as the percentage of a measure over another, which is a straightforward question you might ask, it appears simple to do, but the result is not what you expect. I would make it more user-friendly in terms of creating new measures. The measure creation feature could be improved. In terms of functionality, there are not many functions that are completely missing. There is one aspect that if you compare it with Power BI from Microsoft, which works completely in memory and therefore puts everything in memory to allow many calculations on the fly on what is in memory, that is missing, but it is architecturally different and would not be possible to ask for something like that. Some time features and time series analysis functions could be improved. Calculating a year ago and previous period functions could definitely work with some improvement.

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Purity Wairimu

Financial Analyst at Nestlé

Self-service analytics has empowered teams and now drives faster data-driven decisions

I have an experience of four years using ThoughtSpot. ThoughtSpot is very easy to use. Even non-technical users find it very easy to use and user-friendly. Some of the best features ThoughtSpot offers are innovation, ease of use, and data analytics. Reporting development is also pretty easy, making complex formulas slightly easier. Additionally, dashboarding for non-technical people, easy search of data, ease of getting insights, AI-driven analytics, and the ability to easily build charts are highlights. ThoughtSpot also offers data connection with live data sources. ThoughtSpot's scalability is impressive; it can handle large data easily, and performance has been powerful and reliable. The AI-driven analytics capabilities in ThoughtSpot help to predict future outcomes and are very helpful in tracking data, and performance is great.

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Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"The technical support services are good."

"The solution can scale."

"The solution is user-friendly."

"It's robust. It has the ability to handle massive amounts. After reporting has been developed, there is an ease of use or a user-friendly interface for a trained workforce."

"A valuable feature is the speed of the solution."

"The ability to quickly search for and access relevant data is crucial."

"It's really an enterprise solution. It has a dashboard, like standard dashboarding functionality. It also has reporting capabilities for producing pixel-perfect reports, bursting large volumes of a document if you need to. It has interactive data discovery functionality, which you would use to explore your data, bring your own data, and merge it with maybe the data from an enterprise data warehouse to get new insights from the pre-existing data. It has machine learning embedded in the solution. If you're new to machine learning, it's a really good way to get into it, because it's all within this platform, and it's really easy to use."

"The technical support is excellent, and they respond quickly."

More Oracle Analytics Cloud pros

"Stability is very important, and ThoughtSpot performs well."

"The ability to do ad hoc explorations of data has been most valuable."

"This tool has really improved our decision-making by 70 to 80% because we are able to rely on insights from different data sources from different departments."

"The scalability is good."

"ThoughtSpot takes the modifying of existing reports out of our hands."

"The tool is user-friendly for the end users."

"The best feature is usability from the customer and client perspective, and while Power BI requires a dedicated developer to create reports, ThoughtSpot is really easy to work with, connects seamlessly with other databases, and refreshes large datasets in just 10-15 seconds compared to Power BI's half-hour delay."

"ThoughtSpot has helped my team by reducing the workload of each of our team members by 4-8 hours per week, which we no longer have to spend on ad hoc requests."

More ThoughtSpot pros

Cons

"The pricing model in Microsoft is more straightforward. With Oracle, you have the data visualization and enterprise lines, and to put it simply, both appear as more expensive options for customers trying to get oriented in the segment."

"When you implement the product on a small scale, it doesn't generate any ROI."

"Its FAW feature has limitations in terms of usage."

"It should simplify data connectivity and modeling, making data extraction more streamlined and adaptable for diverse use cases."

"I looked at the predictive analytics feature in Oracle Analytics Cloud, but I used it very little because, everything considered, it does not add very much."

"The implementation of generative AI and machine learning should improve"

"At this time, dataflows cannot be shared, but I think that this should be enhanced."

"One of the major issues is that Oracle Analytics Cloud is not user-friendly, requiring skilled people with proper certifications to work with it successfully."

More Oracle Analytics Cloud cons

"I would like to see more flexibility in adding the pins. Currently, we have four different sizes in which I can add pins, but I would like to be able to resize my pins."

"Currently, we notice a bug in ThoughtSpot when Spotter joins different data sets extracted from Snowflake or produced by SQL."

"A customized visualization is lacking in this product."

"The dashboards could give you more ability to fine tune the appearance. You get a great deal more control over how something looks in Power BI than you do in ThoughtSpot."

"I encountered limitations mainly around UI and dashboard configuration."

"In terms of features, I'd like to be able to pivot data - for example, going from rows to columns. It's not easy to do."

"The speed of ThoughtSpot could be improved."

"The visualization customization needs improvement."

More ThoughtSpot cons

Pricing and Cost Advice

"The price is reasonable; it's quite a bit lower than Tableau and Spotfire."

"I don't know the exact cost, but its pricing was good. Its pricing was competitive. I would rate it a three out of five in terms of pricing."

"It is an expensive platform."

"I would rate it a five out of five in terms of the value received for the price charge."

"I rate the product's pricing a nine on a scale of one to ten, where one is cheap, and ten is expensive."

"A highly cost-effective solution"

"Bottom line, the cost is really, really cheap compared to other solutions. Oracle has made a huge effort on the pricing."

"The tool's pricing is not unreasonable or non-competitive."

More Oracle Analytics Cloud pricing and cost advice

"I give the pricing a six out of ten."

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Top Industries

By visitors reading reviews

Financial Services Firm

Government

Construction Company

University

Financial Services Firm

13%

Manufacturing Company

Outsourcing Company

Computer Software Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	13
Midsize Enterprise	7
Large Enterprise	11

By reviewers
Company Size	Count
Small Business	5
Midsize Enterprise	1
Large Enterprise	19

Questions from the Community

Which Oracle product is better - OBIEE or Analytics Cloud?

Oracle OBIEE is designed to be relatively easy to set up and has a helpful customer support staff at the ready to assist customers. These are two attributes that make this system quite valuable. OB...

What is your experience regarding pricing and costs for Oracle Analytics Cloud?

Pricing for Oracle Analytics Cloud works with how much you want it to cost. We have clients who have bought large amounts of Oracle and the price per product has gone down massively because they bo...

What needs improvement with Oracle Analytics Cloud?

What is your experience regarding pricing and costs for ThoughtSpot?

My experience with pricing, setup cost, and licensing is that I was not part of the pricing discussions. One thing I can provide is that they are being very flexible with the limits, and they also ...

What needs improvement with ThoughtSpot?

ThoughtSpot could be improved in that the only part where ThoughtSpot is lacking compared to the more traditional players such as Tableau and Power BI is regarding the options with the visualizatio...

What is your primary use case for ThoughtSpot?

My main use case for ThoughtSpot is to provide self-service analytics capabilities for our company and the business stakeholders. As the manager of the data analytics team, we are managing ThoughtS...

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Comparisons

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Compared 6% of the time

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Compared 6% of the time

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Oracle OBIEE vs Oracle Analytics Cloud

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Tableau Enterprise vs ThoughtSpot

Compared 8% of the time

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Compared 7% of the time

Microsoft Power BI vs ThoughtSpot

Compared 7% of the time

Embeddable vs ThoughtSpot

Compared 4% of the time

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Compared 4% of the time

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Product Reports

Download Oracle Analytics Cloud product report

Oracle Analytics Cloud

September 2026

Download ThoughtSpot product report

August 2026

Also Known As

Oracle Analytics Cloud Service, OAC, Oracle Data Visualization, Oracle Data Visualization Cloud Service, ODV

No data available

Overview

Oracle Analytics Cloud offers enterprise-grade dashboarding, visualization, and data integration with machine learning and NLP capabilities. Its cloud infrastructure supports data preparation, predictive analysis, and business analytics, enhancing decision-making for global users.

Oracle Analytics Cloud excels in providing a comprehensive platform for financial, procurement, and HR analytics. It integrates seamlessly with systems like ERP and Primavera, allowing users to develop dashboards for financial status, personal data management, and predictive sales analysis. Known for its ease of use and capacity to handle large data volumes, it supports enterprise-level transactions across financials and logistics, offering stakeholders valuable insights. However, improvements are needed in visualization variety, cost efficiency, and performance speed. Certain areas such as connectors, data modeling features, flexibility, and support resources require enhancement.

What are the most significant features of Oracle Analytics Cloud?

Enterprise-Grade Dashboarding: Offers robust visualization and reporting capabilities.
Data Visualization: Provides intuitive visual tools for data analysis.
Data Integration: Seamlessly connects with ERP, Primavera, and other systems.
Machine Learning: Incorporates ML for smarter analytics and predictions.
Natural Language Processing: Simplifies search and data queries with NLP.
Automatic Dashboards: Generates dashboards through the Explain function.

What are the key benefits and ROI of choosing Oracle Analytics Cloud?

Ease of Use: User-friendly interface simplifies data analysis for teams.
Scalability: Handles large data volumes and grows with business needs.
Fast Performance: Quickly processes and analyzes data to aid decision-making.
Secure Business Analytics: Offers secure data preparation and analysis.

In industries like finance, procurement, and HR analytics, Oracle Analytics Cloud supports decision-making by integrating with existing systems such as ERP and Primavera. Users create dashboards for assessing financial status and predicting sales, aiding business intelligence and enterprise transactions, especially in financials and logistics.

Oracle

ThoughtSpot offers analytics through a user-friendly interface, empowering non-technical users to explore data swiftly with AI-driven insights and search-based analytics, making data access and modeling efficient.

ThoughtSpot is designed for intuitive data exploration, enabling users to generate custom analytics and reports without deep technical expertise. Its strength lies in natural language processing, scalability, and seamless data connectivity. Customizable dashboards and interactive visualizations help organizations in effective decision-making. The emphasis on self-service analytics supports real-time data queries and enhanced data modeling. While popular for its quick insights, users note a steep learning curve and complex UI, seeking more customization options, better connectivity, and visualization features. Price and usability challenges, along with desires for improved dashboard stability and integration, are noted for large enterprise deployments.

What are ThoughtSpot's key features?

User-Friendly Interface: Enables non-technical users to explore data with ease through search-based analytics.
AI-Driven Insights: Utilizes powerful AI for fast, accurate data modeling and insight generation.
Natural Language Processing: Allows users to perform powerful analyses using everyday language.
Scalability: Supports large-scale data operations for growing enterprises.
Data Connectivity: Offers swift integration with data sources for seamless analytics operations.
Customizable Dashboards: Provides options for personalized and interactive data visualizations.
Self-Service Analytics: Empowers teams to create and analyze reports independently.

What benefits and ROI should users look for?

Reduced IT Dependency: Facilitates self-service for quicker analytics without IT intervention.
Informed Decision Making: Interactive visualizations and insights support strategic planning.
Time Efficiency: Quick data connectivity and AI-driven insights save valuable time.
Customization Flexibility: Offers users control over dashboard layouts and visualizations.
Improved Data Exploration: Easy access to data analysis boosts operational insights.

Industries leverage ThoughtSpot for self-service analytics, driving marketing, sales, and business intelligence operations. Companies benefit from its real-time data connectivity with modern data cloud platforms, enhancing internal operations through scalable data analysis. Non-technical users are empowered to perform ad-hoc analysis, data exploration, and visualize KPIs, optimizing strategic workflows across sectors.

Sample Customers

Sejong Hospital

Primary Capital Mortgage, Sterling Backcheck, RichRelevance, Rambus, Batteries Plus Bulbs